A mass market business run on distribution depth. The console is built for trade counters, replenishment and service reach.
12,000+
Retail counters carrying Sonata
1,200+
Cities and towns covered
₹900 Cr+
Mass watch scale
35
Consoles live on this brand
Open
Aiera Live
Pick the sales or support agent, place a real call, and watch the conversation and quality record.
Open
Retention and dormancy
32,00,000 quiet identities across 4 segments, with a dated call list at the end.
Open
Value model
What the pilot is worth on the network figures, with every input on the screen.
What the published figures say
Sold largely through multi-brand trade counters rather than own stores.
Price ladder starts under ₹1,000, so volume decides the business.
Service reach in smaller towns is the biggest operational lever.
Range and price ladder
Category
Price band
Share of mix
Everyday steel
₹850 – ₹2,200
34%
Sonata Stride wearables
₹1,800 – ₹4,500
22%
Women's fashion
₹1,100 – ₹3,000
21%
Utility and rugged
₹1,400 – ₹3,500
13%
Wall clocks and gifting
₹900 – ₹2,500
10%
Price bands follow published Sonata ranges. Mix shares are modelled from the category ladder and the store network.
Six teams, one view per head
The platform is organised the way Sonata is run, so every head opens the console that belongs to them.
Team 01
Retail and channel
Head of retail and trade
Team 02
Product and launches
Head of product
Team 03
Customer and loyalty
Head of consumer marketing
Team 04
Marketing and campaigns
Head of brand
Team 05
Service and warranty
Head of customer service
Team 06
Method
Head of finance
Platform map
Every module on the platform, the engine behind each one, and what it does on this brand.
#
Module
Engine
What it does
01
Inbound call desk
Voice
Every inbound call answered in the caller's language, coded by reason, with the outcome written back.
02
Outbound enquiry desk
Voice
Enquiries called back within the hour, with a dated next step on every record.
03
Aiera Live
Voice
The live call desk: pick an agent, place the call, watch the conversation and the quality record.
04
Appointment book
Platform
Advisor and store calendars, held slots and reminder calls before every appointment.
05
Lead scoring
Scanning
Intent read from enquiry source, category and response, so the desk calls the right record first.
06
Dormancy engine
Scanning
Continuous read of the Sonata customer book for records that have gone quiet.
07
Reactivation ladder
Voice
A five step contact ladder with a stop rule, so no customer is called twice for the same reason.
08
Loyalty desk
Platform
Tier movement, benefit reminders and the calls that keep a member from slipping a tier.
09
Campaign runner
Generation
Scripts and messages per campaign, published to the desk with the calendar attached.
10
Messaging desk
Messaging
WhatsApp and chat where a message clears the volume more cheaply than a call.
11
Service desk
Voice
Job intake, status calls and completion confirmation across 3 job types.
12
Warranty and claims
Platform
Claim intake, evidence capture and escalation with an audit trail on every claim.
13
Store network view
Platform
Store level demand, staffing pressure and conversion, region by region.
14
Store audit
Scanning
Display, stock and process compliance scored per store, with dated actions.
15
Stock and availability
Scanning
Enquiries matched to what a store actually holds, so the desk stops promising blind.
16
Quality record
Platform
Every conversation scored on the same rubric, at issue level, never at individual level.
17
Value model
Platform
Live calculator from the network figures, with every assumption on the screen.
18
Data readiness
Platform
What is connected, what is modelled and what is needed to go live.
19
Governance
Platform
Consent, retention windows, language policy and what the system will not do.
20
Marketing studio
Generation
Five campaign images and five reels generated for Sonata, with the beat sheet and channel on each.
21
AI product portfolio
Method
Five AI products scored on impact against effort, with the integrations each one needs.
22
Caller coaching
Platform
Six behaviours scored on every call, with next week's drill written from the lowest one.
23
Call analysis
Scanning
Every conversation transcribed, coded and scored, with the objection and the next step on the record.
24
Market sense
Scanning
Live web intelligence on Sonata in six buckets, read off the open web with every source linked.
25
Commercial terms
Method
Flat retainer, usage as pass through and the month six review.
Aiera Live · Sonata call desk
Two live voice agents run on this brand: a sales and enquiry agent, and a customer support agent. Both speak English with natural Hinglish switching, close within a 300 second ceiling and end with a WhatsApp or callback offer.
Agent 01
Sales and enquiry — Aditi
Calls back new enquiries, explains the range in two or three lines, and books a store or advisor appointment. Never quotes exact prices or discounts.
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Agent 02
Customer support — Neha
Takes the issue, repeats it back to confirm, states the next step and who will do it, and escalates to a senior advisor when the store or service centre is needed.
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Place a real call now
+91
The call is placed from the Sonata agent on this console. Only Indian mobile numbers are accepted.
How a call is recorded
Field
Written by
Example
Reason code
Agent, from the conversation
Everyday steel enquiry
Outcome
Agent, at close
Appointment booked
Next step and date
Agent, at close
Store advisor call in 2 days
Language used
Transcriber
English with Hindi switching
Quality score
Quality record, issue level
Rubric score on 5 dimensions
Enquiry and lead desk
Every enquiry gets a call attempt inside the hour, a reason code, and a dated next step. Nothing sits in a spreadsheet.
6,40,000
Enquiries a year, all sources
48%
Contact rate on the ladder
16%
Contacted to purchase
₹1,850
Average ticket on this brand
Live enquiry queue
Enquiry
Source
Category
Store
Age
Next step
A. Menon
Website
Everyday steel
North
40 min
Appointment
R. Iyer
Store walk-in
Sonata Stride wearables
South
2 h
Call now
S. Bhatia
WhatsApp
Women's fashion
West
6 h
Appointment
N. Das
Marketplace
Utility and rugged
East and North East
1 day
Call now
K. Rao
Referral
Wall clocks and gifting
North
6 days
Appointment
Customer names are masked on this console. Source, category and ageing follow the live enquiry mix.
Funnel on current inputs
Stage
Volume a year
Rate
Enquiries received
6,40,000
100%
Reached on the ladder
3,07,200
48%
Converted to purchase
49,152
16% of reached
Revenue at average ticket
₹75.8 L a month
₹9.1 Cr a year
The appointment desk
An answered call is worth nothing until a slot is held. The desk holds the slot on the call, confirms it the day before, and writes the outcome back.
11,520
Appointments a month at current contact rates
83%
Honoured after a reminder call
21 min
Average time from call to held slot
Appointment types held on this brand
Type
Length
Who it is with
Reminder
Boutique viewing
45 minutes
Senior advisor
Call the day before, message two hours before
Service drop off
20 minutes
Service desk
Call the day before, message two hours before
Strap and fit
15 minutes
Store advisor
Call the day before, message two hours before
Corporate gifting
60 minutes
Trade desk
Call the day before, message two hours before
Rules the desk follows
A slot is only offered when the calendar shows it open; the agent never promises a time it cannot hold.
Every appointment carries a named person at the store, not just a store name.
A no show is called once, the same day, and re-offered a different window.
Service and warranty desk
Job intake, status calls and completion confirmation, so the customer never has to chase the store.
Job type
Standard turnaround
Volume
Desk action
Battery replacement
Same day
196,000 / month
Status call at intake, midpoint and completion
Strap replacement
Same day
88,000 / month
Status call at intake, midpoint and completion
Warranty claim
7 days
34,000 / month
Status call at intake, midpoint and completion
3,18,000
Service conversations a month
66%
Handled without a store call back
2.3 days
Average time saved per job
Escalation rules
Any job past its standard turnaround is escalated to the store manager the same day.
A second complaint on the same job goes straight to a senior advisor, never back to the agent.
Warranty decisions are never communicated by the agent until the service centre has confirmed them.
Messaging desk
Not every conversation deserves a call. Where a message clears the volume more cheaply and more politely, the desk sends a message.
Reason
Channel
Why not a call
Appointment confirmation and reminder
WhatsApp
Nothing to discuss, only to confirm
Order, job or repair status update
WhatsApp
A date is easier read than heard
Lookbook and priced set
WhatsApp
The customer needs to see it
Store address, timing and directions
SMS or WhatsApp
Detail the caller will forget
Consent and opt out capture
WhatsApp
Written record required
42,667
Messages a month at current volumes
30%
Call volume moved to messaging
₹30.7 L
Contact cost avoided a year
Messaging cost avoidance is modelled at the difference between a messaging contact and a voice contact on Indian rates.
Retention and dormancy
32,00,000 identities have gone quiet on this brand. The engine reads the customer book continuously and produces a dated call list per segment.
Segment
Size
Action on the ladder
Counter with no order in 60 days
2,900 counters
Distributor recovery call
Stride owner, app not activated
184,000
Activation call
Warranty expiring
420,000
Service reminder
Gifting buyer, festival due
260,000
Occasion offer
Segment builder
1,02,400
Customers back in a year
₹19 Cr
Value recovered at that rate
Segment sizes are modelled from the 12,000+ strong network and the published customer base. Every rate here is an editable input.
Ownership and warranty book
Every Sonata owner is a repeat buyer waiting for a reason. The book is built from registered pieces, warranty windows and service history.
Cohort in the book
Size
What the desk does
Registered pieces in warranty
Modelled from sell out volume
Battery and service reminder at month 20
Warranty expiring in 60 days
9% of the registered book
Extension and service call
Service due, never returned
12% of registered
Two attempt reminder ladder
Second purchase inside 24 months
18% of owners
New launch call with the collection named
How the desk behaves on it
The agent confirms the model and serial from the record before discussing any warranty position.
Warranty outcomes are only stated after the service centre confirms them.
Book sizes are modelled from the 12,000+ retail counters carrying sonata and comparable programmes. Each one is replaced with the brand's own figure in the first data session.
Loyalty desk
Tier movement is the cheapest growth on this brand: a member about to slip a tier is worth a call, and a member one purchase away from the next tier is worth two.
Tier
Entry criteria
Members
Sonata Care
Warranty registration
2.8 mn
Trade partner
Active counter
12,400
What the desk does with it
Trigger
Call
Window
One purchase away from the next tier
Benefit and upgrade call
Within 7 days
Tier expiring in 60 days
Retention call with the benefit spelled out
Two attempts
Benefit unused for 6 months
Reminder call, no offer
One attempt
Birthday or anniversary in the record
Occasion call
Three days before
Campaigns and launches
Each campaign arrives at the desk as a script, a call list and a stop rule, not as a brief.
Campaign
Window
Channel
Desk output
Festive counter push
September to November
Trade voice
Script, dated list, stop rule
Stride activation
Rolling
Voice and WhatsApp
Script, dated list, stop rule
Category focus in the current window
Category
Price band
Share of calls
Everyday steel
₹850 – ₹2,200
38%
Sonata Stride wearables
₹1,800 – ₹4,500
22%
Women's fashion
₹1,100 – ₹3,000
21%
Utility and rugged
₹1,400 – ₹3,500
11%
Wall clocks and gifting
₹900 – ₹2,500
8%
Campaign names describe campaign types, not confirmed Sonata plans. Call shares are modelled on comparable windows.
Launch and service trigger desk
New collection drops, price revisions and the service due clock on every registered piece.
Trigger
Who gets called
Window
New collection live
Owners of the previous line
Call inside the launch week
Service due in 30 days
Registered owners
Reminder call, one attempt
Warranty lapsed under 90 days
Registered owners
Extension call, one attempt
Gifting season opens
Buyers from last year's window
Call two weeks before
Rules on the trigger
A collection drop opens a call window on owners of the previous generation in the same band.
Battery or movement service due inside 30 days moves a record to the call list automatically.
A piece out of warranty for less than 90 days gets one extension call, never two.
A trigger only ever opens a call window. It never sends an offer, a price or a discount on its own.
Concierge desk and boutique appointments
A Sonata customer at the top of the range wants time with someone who knows the movement, not a shelf.
Service
How it runs
Who it is for
Boutique appointment
Selection pulled and set aside
Premium and automatic buyers
Strap and fit clinic
Same day, walk in or booked
Every owner
Corporate and bulk gifting
Engraving and packing included
Company orders
Collector consultation
Movement and provenance walkthrough
Automatic and limited pieces
3.1×
Conversion against a walk in enquiry
24%
Share of high value enquiries routed here
48 h
Time from enquiry to a held session
Uplift and routing shares are modelled on comparable appointment led retail. They are inputs, not claims.
Collection lookbook and fit guide
A short priced set with case size, movement and strap options, sent before the visit so the appointment starts from a shortlist.
Set
What is in it
When it is sent
Occasion edit
Six pieces inside one band
Sent on WhatsApp
Automatic and premium picks
Movement and power reserve stated
Sent before a boutique visit
Gifting under a stated budget
Priced against the customer's number
Sent inside the hour
Smart and hybrid comparison
Feature grid, two or three models
Sent on request
What a brief carries
Field
Written by
Example
Customer's stated budget
Agent, on the call
₹2,220
Occasion or reason
Agent, on the call
Festive counter push
Category shortlist
Desk, from the range
Everyday steel
Store and person
Desk, from the calendar
North flagship
Sent on
Messaging desk
WhatsApp, within the hour
Marketing studio · Sonata
Five campaign images and five reels built for Sonata from its own range, occasions and audience. Every frame is generated on brand and carries the concept, the channel and the call to action it was written for.
10
Creatives shipped on this brand
5
Campaign images, feed and catalogue
5
Reels, 9:16 storyboard
2
Live campaign windows to feed
Five campaign images
1200 × 750 · feed
India's largest selling watch brand by volume
Sonata
Hero product still — rugged everyday Sonata watch on a worn strap
Single subject, no clutter. Used as the anchor frame for the a first watch push and cut down for stories.
Product heroValue buyers and first watch familiesInstagram feed · Meta paid
Book a store visit
1200 × 750 · feed
Made for a first watch.
Sonata
A first watch campaign frame
Human moment around the product, shot to run through the a first watch calendar in every region.
OccasionValue buyers and first watch familiesMeta + YouTube masthead
See the collection
1200 × 750 · feed
12,000+ retail counters carrying sonata
Sonata
Store and service frame
Retail proof for local campaigns: the room, the advisor and the process a customer walks into.
Retail experienceValue buyers and first watch familiesGoogle Performance Max · local
Find your nearest store
1200 × 750 · feed
Water resistant, priced for everyday India
Sonata
Craft and proof frame
Macro proof frame used wherever the claim needs evidence: process, tolerance, certification, hand work.
Craft proofValue buyers and first watch familiesBrand film stills · PR
Read how it is made
1200 × 750 · feed
5 ranges, one ladder
Sonata
Range and price ladder frame
Flat lay of the ladder from wall clocks and gifting to everyday steel, used in CRM and catalogue.
RangeValue buyers and first watch familiesCatalogue · CRM email
Browse the range
Five reels
Each reel ships as a beat sheet with its opening frame, ready to shoot or generate on approval.
720 × 1280 · 9:160:08
India's largest selling watch brand by volume
Sonata
Three second hook reel
Opens on a rugged everyday Sonata watch on a worn strap in motion, holds one line, ends on the store CTA.
0-2s Macro push in on a rugged everyday Sonata watch on a worn strap
2-5s Pull back to reveal a small town market street at golden hour
5-8s Hold on the product, CTA card
Product heroValue buyers and first watch familiesInstagram Reels · Shorts
Book a visit
720 × 1280 · 9:160:10
The a first watch film.
Sonata
A first watch story reel
One customer moment, value buyers and first watch families, shot handheld and cut tight.
0-3s The moment before: a first watch preparation
3-7s The product enters the frame
7-10s Reaction, then the brand card
OccasionValue buyers and first watch familiesReels · WhatsApp status
See the collection
720 × 1280 · 9:160:10
Water resistant, priced for everyday India
Sonata
How it works reel
Screen recorded and shot steps of the actual process, used to answer the top objection.
0-3s The question a customer asks
3-7s The process on camera: water resistant, priced for everyday India
7-10s What the customer walks away with
ExplainerValue buyers and first watch familiesShorts · store screens
Talk to an advisor
720 × 1280 · 9:160:08
Walk into Sonata.
Sonata
Store walkthrough reel
Single take walk through the store, cut to the retail and channel script.
0-2s Door opens, camera walks in
2-6s Advisor presents a rugged everyday Sonata watch on a worn strap
6-8s Appointment card, store name
Retail experienceValue buyers and first watch familiesLocal Reels · Maps
Find your store
720 × 1280 · 9:160:10
Why value buyers and first watch families choose us.
Sonata
Customer voice reel
Creator style piece to camera, no studio polish, subtitled for sound off viewing.
0-3s Piece to camera, one honest line
3-7s Cut to a rugged everyday Sonata watch on a worn strap in real use
7-10s Recommendation, brand card
Social proofValue buyers and first watch familiesReels · influencer whitelisting
Book a call back
Campaign windows these creatives feed
Campaign
Window
Channel
Creative used
Festive counter push
September to November
Trade voice
Hero product still — rugged everyday Sonata watch on a worn strap + Three second hook reel
Stride activation
Rolling
Voice and WhatsApp
A first watch campaign frame + A first watch story reel
Creative concepts are written from published Sonata range and occasion language. Visuals are generated for this console and are not shot campaign assets.
AI product portfolio · Sonata
Five AI products designed for Sonata specifically, each naming the bottleneck it removes, what gets built, and the one number it moves. Scored on business impact against build effort.
5
Products in the portfolio
82/100
Average impact score
4
Quick wins: high impact, low effort
4
Shippable inside 90 days
#
Product
Moves
Impact
Effort
Horizon
Stage
Payback
01
Warranty and service triage agent
Service calls resolved without a store visit
90/100
48/100
Now
Pilot
6 weeks
02
Launch and stock matcher
Enquiries closed on first store visit
67/100
43/100
Next
Prototype
9 weeks
03
Enquiry-to-appointment agent
Enquiry to appointment rate
90/100
41/100
Now
Pilot
6 weeks
04
Dormancy and reactivation engine
Reactivated customers per month
79/100
44/100
Now
Pilot
8 weeks
05
Conversation intelligence for the estate
Objections resolved before escalation
85/100
47/100
Now
Prototype
10 weeks
Product 01 · Now · Pilot
Warranty and service triage agent
The bottleneck. Service questions land on retail staff who cannot see the job, so a Sonata customer calls three times to learn a watch is still at the service centre.
What gets built. A triage agent that takes the symptom, identifies the job type across 3 categories, quotes the standard turnaround, checks warranty eligibility from the purchase record and calls back at every status change.
Who uses it. Service head, service centres, retail floor
Why it holds. Job-type taxonomy and turnaround commitments taken from the brand's own service network data.
Symptom-to-job classifierWarranty rule engineJob status webhooksAiera ConverseAiera Context
Integration
What moves across
State
Service job system
Job state read and status calls triggered
In build
Purchase record
Warranty window resolved on the call
Planned
Moves: Service calls resolved without a store visit. Impact 90/100 against 48/100 build effort, payback 6 weeks.
Product 02 · Next · Prototype
Launch and stock matcher
The bottleneck. Customers ask for a specific reference the nearest store does not hold, and the answer today is a guess followed by a lost sale.
What gets built. A matcher that reads live store stock against the enquiry, offers the two nearest stores that hold the reference or the closest in-stock alternative in the same band, and holds the piece for 48 hours across 4 regions.
Who uses it. Retail and channel team, planning, e-commerce
Why it holds. Alternative recommendations scored on movement, case size and price band, not on generic similarity.
Stock feed syncSimilarity model on specs and band48-hour hold serviceAiera SenseAiera Converse
Integration
What moves across
State
Stock master
Store-level availability every 15 minutes
In build
Hold service
Piece reserved before the call ends
Planned
Moves: Enquiries closed on first store visit. Impact 67/100 against 43/100 build effort, payback 9 weeks.
Product 03 · Now · Pilot
Enquiry-to-appointment agent
The bottleneck. Enquiries reach Sonata faster than the floor can call them back. The ones called on day three convert at a fraction of the ones called inside the hour.
What gets built. A voice agent that calls every new enquiry within the hour in the caller's language, qualifies category and budget band without quoting a price, and writes a held slot into the advisor calendar at 12,000+ locations.
Who uses it. Retail and channel team, store managers, advisors
Why it holds. Trained on Sonata range language and objection handling, with the price guardrail written into the policy layer.
Voice LLM with tool callingHinglish ASR and TTSCalendar hold APICRM write-backAiera ConverseAiera Engage
Integration
What moves across
State
CRM / lead store
Enquiry in, outcome and reason code out
Live
Store calendar
Slot held before the call ends
In build
WhatsApp Business
Confirmation and reminder on the same thread
Live
Moves: Enquiry to appointment rate. Impact 90/100 against 41/100 build effort, payback 6 weeks.
Product 04 · Now · Pilot
Dormancy and reactivation engine
The bottleneck. 32,00,000 identities in the Sonata book have gone quiet, and the estate has no ranked reason to call any one of them today.
What gets built. A scoring engine that reads recency, category, ticket and last conversation, then publishes a dated call list per store with a five step ladder and a hard stop rule, across 4 segments.
Who uses it. Customer and loyalty team, regional heads
Why it holds. The stop rule and consent ledger mean the same customer is never worked twice for the same reason across channels.
Moves: Reactivated customers per month. Impact 79/100 against 44/100 build effort, payback 8 weeks.
Product 05 · Now · Prototype
Conversation intelligence for the estate
The bottleneck. Nobody at Sonata can answer what customers actually asked for last week without listening to calls one by one.
What gets built. Every call and chat transcribed, coded to a reason taxonomy, and rolled up to region, store and category, with the top rising objection surfaced weekly at issue level only.
Who uses it. Marketing and campaigns team, category heads, quality
Why it holds. A reason taxonomy built for this vertical, scored at issue level and never at individual advisor level.
Moves: Objections resolved before escalation. Impact 85/100 against 47/100 build effort, payback 10 weeks.
Impact and effort are scored by the build team on the brand's own volumes, and are re-scored at the month six review.
AI product 01 of 5 · Sonata · Now, Pilot
Warranty and service triage agent
Service questions land on retail staff who cannot see the job. This agent triages the symptom, quotes the real turnaround and calls back at every status change across 3 job types.
₹45.4 L
Store handling cost avoided
90/100
Business impact score
48/100
Build effort score
6 weeks
Payback on the pilot
The bottleneck
What is broken today
Service questions land on retail staff who cannot see the job, so a Sonata customer calls three times to learn a watch is still at the service centre.
The build
What gets built
A triage agent that takes the symptom, identifies the job type across 3 categories, quotes the standard turnaround, checks warranty eligibility from the purchase record and calls back at every status change.
How it works, end to end
Step
Stage
What happens on this brand
01
Symptom taken
Customer describes the fault in their words; the agent classifies it to a job type without jargon.
02
Job matched
Matched to one of 3 job types, from Battery replacement (Same day) to Strap replacement (Same day).
03
Warranty resolved
Purchase record checked for the warranty window and coverage; outcome stated on the call, not later.
04
Routed
Nearest service point or collection option offered, with the turnaround committed on the call.
05
Status called
Every state change triggers an outbound update, so nobody calls three times to learn the same thing.
The value, on Sonata numbers
Measure
Figure
How it is arrived at
Service conversations a month
3,18,000
Inbound service and status calls
Resolved without a store visit
1,08,120
Triage and status answered on the call
Repeat status calls removed
69,960
Outbound updates replace inbound chasing
Store handling cost avoided
₹45.4 L
At ₹42 handling cost per conversation
Floor hours returned a month
25,440
Retail staff off the service phone
Moves: Service calls resolved without a store visit. Every figure above is computed from the inputs on the value model console, so changing an input changes this table.
Quick demo: a service call triaged in 90 seconds
Quick demo
A customer calls about a piece bought 14 months ago and describes the fault in plain words.
Input the product reads
Value
Symptom stated
"It stops if I do not wear it for two days"
Purchase record
Found, 14 months old
Job classified
Battery replacement
Committed turnaround
Same day
CustomerTwo din nahi pehna to band ho jaata hai.
AgentSamajh gaya. Yeh Battery replacement ka case hai. Aapki purchase record mil gayi hai — 14 mahine purani hai.
AgentWarranty window ke andar hai, isliye coverage applicable hai. Turnaround Same day hai.
CustomerStore jaana padega?
AgentNorth ka nearest service point 3 km hai, ya hum collection arrange kar sakte hain. Kya theek rahega?
CustomerCollection.
EngineJob created, pickup slotted, status calls scheduled at receipt, diagnosis and dispatch.
What the product wrote back
Result
Value
Time on call
1 minute 32 seconds
Job type
Battery replacement
Turnaround committed
Same day
Store visit avoided
Yes, collection arranged
Status calls scheduled
3
Turnaround is quoted from the service network's own commitment, never estimated by the model.
Who uses it, and why it holds
Users
Inside Sonata
Service head, service centres, retail floor
Moat
Why it is defensible
Job-type taxonomy and turnaround commitments taken from the brand's own service network data.
Symptom-to-job classifierWarranty rule engineJob status webhooksAiera ConverseAiera Context
Systems it needs
Integration
What moves across
State
Service job system
Job state read and status calls triggered
In build
Purchase record
Warranty window resolved on the call
Planned
Rollout on this brand
Window
Milestone
Owner
Week 1-2
Connect the source systems and replay 30 days of Sonata history through the model
Build team, brand IT
Week 3-4
Pilot on 8 stores in North
Regional retail head
Week 5-8
Widen to the full region, publish the weekly reason and outcome report
Desk lead, brand owner
Week 9-12
Estate rollout with the stop rule and consent ledger enforced
Brand owner, method review
Guardrails
Warranty outcomes are read from the rule engine and the purchase record, never improvised on the call.
Turnaround is quoted only from committed service network figures.
Consent captured and logged in the first 15 seconds, with an immediate opt-out honoured across every channel.
A single stop rule across the estate: the same Sonata customer is never worked twice for the same reason.
Scored at desk, region and issue level, never against a named advisor.
Impact 90/100 against 48/100 build effort. Horizon Now, current stage Pilot, payback 6 weeks. Re-scored at the month six review.
AI product 02 of 5 · Sonata · Next, Prototype
Launch and stock matcher
A customer asks for a reference the nearest store does not hold. This matcher answers with the two nearest stores that do, or the closest in-band alternative, and holds it for 48 hours.
31,488
Holds that bill
67/100
Business impact score
43/100
Build effort score
9 weeks
Payback on the pilot
The bottleneck
What is broken today
Customers ask for a specific reference the nearest store does not hold, and the answer today is a guess followed by a lost sale.
The build
What gets built
A matcher that reads live store stock against the enquiry, offers the two nearest stores that hold the reference or the closest in-stock alternative in the same band, and holds the piece for 48 hours across 4 regions.
How it works, end to end
Step
Stage
What happens on this brand
01
Reference read
The asked-for reference or the description of it resolved against the catalogue.
02
Stock checked
Store-level availability read across 12,000+ points, refreshed every 15 minutes.
03
Alternative scored
If unavailable, the closest in-stock piece in the same band scored on Everyday steel specs and movement, not generic similarity.
04
Held
Piece reserved for 48 hours at the chosen store before the call ends.
05
Measured
Held-to-billed rate reported per store and per region, with the unmet-demand list to planning.
The value, on Sonata numbers
Measure
Figure
How it is arrived at
Enquiries naming a reference
2,43,200
Website, phone and store enquiries
Answered with real availability
2,23,744
Rather than a guess on the call
Holds placed a month
76,800
48-hour reservation at a named store
Holds that bill
31,488
41% of holds convert inside the window
Value from holds
₹5.8 Cr
At the ₹1,850 average ticket
Moves: Enquiries closed on first store visit. Every figure above is computed from the inputs on the value model console, so changing an input changes this table.
Quick demo: an out-of-stock ask turned into a hold
Quick demo
A North customer asks for a specific Everyday steel piece the nearest store does not hold.
Input the product reads
Value
Asked for
Everyday steel, ₹850 – ₹2,200
Nearest store
North, not in stock
Stock feed age
7 minutes
Alternatives scored
4 in the same band
CustomerYeh piece nearest store mein hai?
AgentMain live stock check kar raha hoon. Nearest store par abhi nahi hai.
AgentDo stores 6 aur 11 km par hain jinke paas yeh available hai. Ya isi band mein ek similar piece nearest store par hai.
CustomerNearest wala dikha dijiye.
AgentSonata Stride wearables family ka piece hai, same band, aur specs aapke ask ke close hain. 48 ghante ke liye hold kar deta hoon.
EngineHold placed, advisor notified, unmet-demand line written to planning for the original reference.
What the product wrote back
Result
Value
Availability answered on call
Yes, 7-minute-old feed
Hold placed
48 hours, nearest store
Unmet demand logged
1 line to planning
Expected hold-to-bill
41%
Every unmet ask becomes a planning signal, so the same stock gap is not answered twice.
Who uses it, and why it holds
Users
Inside Sonata
Retail and channel team, planning, e-commerce
Moat
Why it is defensible
Alternative recommendations scored on movement, case size and price band, not on generic similarity.
Stock feed syncSimilarity model on specs and band48-hour hold serviceAiera SenseAiera Converse
Systems it needs
Integration
What moves across
State
Stock master
Store-level availability every 15 minutes
In build
Hold service
Piece reserved before the call ends
Planned
Rollout on this brand
Window
Milestone
Owner
Week 1-2
Connect the source systems and replay 30 days of Sonata history through the model
Build team, brand IT
Week 3-4
Pilot on 8 stores in North
Regional retail head
Week 5-8
Widen to the full region, publish the weekly reason and outcome report
Desk lead, brand owner
Week 9-12
Estate rollout with the stop rule and consent ledger enforced
Brand owner, method review
Guardrails
No price, discount or making-charge negotiation on the call; the agent states published terms only.
Consent captured and logged in the first 15 seconds, with an immediate opt-out honoured across every channel.
A single stop rule across the estate: the same Sonata customer is never worked twice for the same reason.
Scored at desk, region and issue level, never against a named advisor.
Recordings retained for the agreed window, then deleted; transcripts hold no card or ID data.
Impact 67/100 against 43/100 build effort. Horizon Next, current stage Prototype, payback 9 weeks. Re-scored at the month six review.
AI product 03 of 5 · Sonata · Now, Pilot
Enquiry-to-appointment agent
Every enquiry that reaches Sonata gets a call back inside the hour, in the language the customer wrote in, and ends with a slot held in a named store's book.
₹9.1 Cr
Value on the appointment book
90/100
Business impact score
41/100
Build effort score
6 weeks
Payback on the pilot
The bottleneck
What is broken today
Enquiries reach Sonata faster than the floor can call them back. The ones called on day three convert at a fraction of the ones called inside the hour.
The build
What gets built
A voice agent that calls every new enquiry within the hour in the caller's language, qualifies category and budget band without quoting a price, and writes a held slot into the advisor calendar at 12,000+ locations.
How it works, end to end
Step
Stage
What happens on this brand
01
Enquiry lands
Web form, WhatsApp, walk-in register or campaign response arrives with source and Everyday steel interest attached.
02
Scored and queued
Intent scored on source, category and response speed; Everyday steel and Sonata Stride wearables enquiries in a live campaign window jump the queue.
03
Called in the hour
Voice agent opens with consent, confirms the occasion, budget band and date, and never quotes a price.
04
Slot held
Nearest of the 12,000+ locations checked for advisor availability and a slot held before the call ends.
05
Written back
Outcome, reason code and dated next step written to the record; reminder scheduled for the day before.
The value, on Sonata numbers
Measure
Figure
How it is arrived at
Enquiries a month
6,40,000
Modelled on the network, editable on the value model console
Reached inside the hour
3,07,200
48% contact rate at the pilot desk
Appointments that convert
49,152
16% of contacted, matched to store billing
Value on the appointment book
₹9.1 Cr
At the ₹1,850 Sonata average ticket
Advisor hours returned a month
36,864
Callback dialling and note taking removed from the floor
Moves: Enquiry to appointment rate. Every figure above is computed from the inputs on the value model console, so changing an input changes this table.
Quick demo: an enquiry called back in the hour
Quick demo
A Everyday steel enquiry arrives from a North pincode at 11:04 with no budget stated.
Input the product reads
Value
Source
Website enquiry form
Interest
Everyday steel, ₹850 – ₹2,200
Region
North
Language detected
Hindi with English product words
AgentNamaste, Sonata se baat kar rahe hain. Aapne aaj Everyday steel ke liye enquiry ki thi. Do minute baat kar sakte hain?
CustomerHaan, boliye.
AgentYeh kis occasion ke liye dekh rahe hain, aur date kya soch rahe hain?
CustomerBehen ki shaadi hai, agle mahine ki 14.
AgentSamajh gaya. Everyday steel mein ₹850 – ₹2,200 range hai, aur Sonata Stride wearables bhi dekh sakte hain. Store par pieces nikalwa kar rakhta hoon.
CustomerDiscount kitna milega?
AgentRate aur terms store par published hain, main uspar comment nahi karta. Advisor aapko poori terms dikhayenge.
AgentNorth store mein kal shaam 6 baje advisor free hain. Slot hold kar doon?
CustomerHaan kar dijiye.
What the product wrote back
Result
Value
Time to first call
41 minutes from enquiry
Reason code written
Wedding purchase, Everyday steel
Budget band captured
₹850 – ₹2,200
Next step
Appointment held, North store, tomorrow 18:00
Guardrail held
No price or discount discussed
The demo shows the live agent script and the record it writes. Place a real call from the Aiera Live desk to hear it.
Who uses it, and why it holds
Users
Inside Sonata
Retail and channel team, store managers, advisors
Moat
Why it is defensible
Trained on Sonata range language and objection handling, with the price guardrail written into the policy layer.
Voice LLM with tool callingHinglish ASR and TTSCalendar hold APICRM write-backAiera ConverseAiera Engage
Systems it needs
Integration
What moves across
State
CRM / lead store
Enquiry in, outcome and reason code out
Live
Store calendar
Slot held before the call ends
In build
WhatsApp Business
Confirmation and reminder on the same thread
Live
Rollout on this brand
Window
Milestone
Owner
Week 1-2
Connect the source systems and replay 30 days of Sonata history through the model
Build team, brand IT
Week 3-4
Pilot on 8 stores in North
Regional retail head
Week 5-8
Widen to the full region, publish the weekly reason and outcome report
Desk lead, brand owner
Week 9-12
Estate rollout with the stop rule and consent ledger enforced
Brand owner, method review
Guardrails
No price, discount or making-charge negotiation on the call; the agent states published terms only.
Consent captured and logged in the first 15 seconds, with an immediate opt-out honoured across every channel.
A single stop rule across the estate: the same Sonata customer is never worked twice for the same reason.
Scored at desk, region and issue level, never against a named advisor.
Recordings retained for the agreed window, then deleted; transcripts hold no card or ID data.
Impact 90/100 against 41/100 build effort. Horizon Now, current stage Pilot, payback 6 weeks. Re-scored at the month six review.
AI product 04 of 5 · Sonata · Now, Pilot
Dormancy and reactivation engine
32,00,000 identities in the Sonata book have gone quiet. This engine ranks them daily and hands each store a dated call list with a reason on every name.
₹70
Cost per reactivated customer
79/100
Business impact score
44/100
Build effort score
8 weeks
Payback on the pilot
The bottleneck
What is broken today
32,00,000 identities in the Sonata book have gone quiet, and the estate has no ranked reason to call any one of them today.
The build
What gets built
A scoring engine that reads recency, category, ticket and last conversation, then publishes a dated call list per store with a five step ladder and a hard stop rule, across 4 segments.
How it works, end to end
Step
Stage
What happens on this brand
01
Book read nightly
Recency, category, ticket band, 2 loyalty tiers and last conversation read across the whole Sonata book.
02
Scored to a reason
Every quiet identity gets one reason: Counter with no order in 60 days, Stride owner, app not activated or Warranty expiring.
03
Ladder assigned
A five step ladder per reason: message, call, advisor call, store invite, close and rest.
04
Published to stores
Dated list to each store with the ranked names, capped so the desk is never handed more than it can call.
05
Stopped or converted
Stop rule fires on opt-out, purchase or ladder completion; billing matched back to the call.
The value, on Sonata numbers
Measure
Figure
How it is arrived at
Quiet identities in scope
32,00,000
Across 4 scored segments
Reactivated a month
1,02,400
3.2% of the worked list, held at the pilot rate
Value reactivated
₹19 Cr
At the ₹1,850 average ticket
Cost per reactivated customer
₹70
Voice desk cost per contact, one quarter of the book worked
Contacts avoided by the stop rule
5,76,000
Duplicate work removed across call, message and store
Moves: Reactivated customers per month. Every figure above is computed from the inputs on the value model console, so changing an input changes this table.
Quick demo: today's reactivation list for one store
Quick demo
The North store opens its list at 10:00. Names are masked; the reason and the ladder step are not.
Input the product reads
Value
Store
North, 3,900
List size today
24 names, capped to desk capacity
Top segment
Counter with no order in 60 days
Ladder step
Step 2, first advisor call
EngineR•••• S — last purchase 19 months ago, Everyday steel, Sonata Care tier. Reason: Counter with no order in 60 days. Score 92.
EngineRecommended open: Distributor recovery call
AdvisorNamaste, Sonata North se. Aapne humare saath Everyday steel liya tha. Ek new arrival aayi hai jo aapki pehli purchase ke saath jaati hai.
CustomerAbhi plan nahi hai, teen mahine baad dekhungi.
AdvisorBilkul, main aapko teen mahine baad hi call karunga. Tab tak koi message nahi bhejenge.
EngineOutcome: deferred, 90 day rest applied. Every other channel muted for this reason.
What the product wrote back
Result
Value
Names worked
24 of 24, no sampling
Converted to appointment
3
Deferred with a dated recall
7
Rested by the stop rule
2
Value on the 3 appointments
₹5,550
Reactivation runs on the brand's own book. Identities are masked on this console; the live desk sees the record it is allowed to see.
Who uses it, and why it holds
Users
Inside Sonata
Customer and loyalty team, regional heads
Moat
Why it is defensible
The stop rule and consent ledger mean the same customer is never worked twice for the same reason across channels.
Connect the source systems and replay 30 days of Sonata history through the model
Build team, brand IT
Week 3-4
Pilot on 8 stores in North
Regional retail head
Week 5-8
Widen to the full region, publish the weekly reason and outcome report
Desk lead, brand owner
Week 9-12
Estate rollout with the stop rule and consent ledger enforced
Brand owner, method review
Guardrails
No price, discount or making-charge negotiation on the call; the agent states published terms only.
Consent captured and logged in the first 15 seconds, with an immediate opt-out honoured across every channel.
A single stop rule across the estate: the same Sonata customer is never worked twice for the same reason.
Scored at desk, region and issue level, never against a named advisor.
Recordings retained for the agreed window, then deleted; transcripts hold no card or ID data.
Impact 79/100 against 44/100 build effort. Horizon Now, current stage Pilot, payback 8 weeks. Re-scored at the month six review.
AI product 05 of 5 · Sonata · Now, Prototype
Conversation intelligence for the estate
Every Sonata call and chat is transcribed, coded to a reason taxonomy and rolled up to region, store and category, so the rising objection is on the leadership pack the week it rises.
9,216
Enquiries saved by script fixes
85/100
Business impact score
47/100
Build effort score
10 weeks
Payback on the pilot
The bottleneck
What is broken today
Nobody at Sonata can answer what customers actually asked for last week without listening to calls one by one.
The build
What gets built
Every call and chat transcribed, coded to a reason taxonomy, and rolled up to region, store and category, with the top rising objection surfaced weekly at issue level only.
How it works, end to end
Step
Stage
What happens on this brand
01
Captured
Telephony recordings and chat threads ingested with store, region and Everyday steel category metadata.
02
Transcribed
Streaming ASR handling Hindi, English and the code-switch between them, with product words preserved.
03
Coded
Each conversation gets a reason code, an objection cluster, a sentiment read and a next-step flag.
04
Rolled up
Region, store and category views across 4 regions, weekly and rolling four weeks.
05
Acted on
The top rising objection becomes next week's drill on the coaching console and a script change on the desk.
The value, on Sonata numbers
Measure
Figure
How it is arrived at
Conversations coded a month
6,25,200
100% coverage, replacing manual sampling
Manual review hours removed
31,260
At 3 minutes of quality listening per sampled call
Rising objections surfaced weekly
Top 5
Ranked by week-on-week movement, at issue level
Enquiries saved by script fixes
9,216
Objection answered before it becomes a lost enquiry
Value of those saves
₹27.3 L
At the brand conversion rate and average ticket
Moves: Objections resolved before escalation. Every figure above is computed from the inputs on the value model console, so changing an input changes this table.
Quick demo: last week's rising objection
Quick demo
3,18,000 service and enquiry conversations coded across 4 regions.
Input the product reads
Value
Window
Rolling week against prior week
Coverage
100% of calls and chats
Top category
Everyday steel
Top region by volume
North
EngineRising objection: "Everyday steel availability at the nearest store" — up 34% week on week, concentrated in North.
EngineSecond: turnaround clarity on Battery replacement (Same day) — customers calling twice for the same status.
EngineThird: Sonata Stride wearables price band confusion after the Festive counter push window opened.
ActionStock and availability console now answers the first before the advisor speaks; Battery replacement status calls automated.
ActionCoaching drill this week: name the objection back before answering it.
What the product wrote back
Result
Value
Conversations coded
6,25,200
Reason codes in the taxonomy
28, written with the brand
Objections cleared before escalation
61%
Script changes shipped
3
Rollups are read at issue level only. No advisor is named or ranked in any view on this console.
Who uses it, and why it holds
Users
Inside Sonata
Marketing and campaigns team, category heads, quality
Moat
Why it is defensible
A reason taxonomy built for this vertical, scored at issue level and never at individual advisor level.
Connect the source systems and replay 30 days of Sonata history through the model
Build team, brand IT
Week 3-4
Pilot on 8 stores in North
Regional retail head
Week 5-8
Widen to the full region, publish the weekly reason and outcome report
Desk lead, brand owner
Week 9-12
Estate rollout with the stop rule and consent ledger enforced
Brand owner, method review
Guardrails
No price, discount or making-charge negotiation on the call; the agent states published terms only.
Consent captured and logged in the first 15 seconds, with an immediate opt-out honoured across every channel.
A single stop rule across the estate: the same Sonata customer is never worked twice for the same reason.
Scored at desk, region and issue level, never against a named advisor.
Recordings retained for the agreed window, then deleted; transcripts hold no card or ID data.
Impact 85/100 against 47/100 build effort. Horizon Now, current stage Prototype, payback 10 weeks. Re-scored at the month six review.
Store network
12,000+ Retail counters carrying Sonata, read region by region, with demand and staffing pressure next to each other.
Region
Points of sale
Share of network
Desk load
North
3,900
32%
17,067 enquiries a month
South
3,400
28%
14,933 enquiries a month
West
2,600
22%
11,733 enquiries a month
East and North East
2,100
18%
9,600 enquiries a month
Store level signals the desk acts on
Enquiry volume above what the store roster can answer, two weeks running.
Appointments booked but not honoured, by store and by advisor.
Requests for stock the store does not hold, so transfer replaces a lost sale.
Stock and availability
The desk stops promising blind. Before an appointment is offered, the enquiry is matched against what the store actually holds.
Category
Held at the enquiry store
Available in the region
Desk action
Everyday steel
67% of the plan
89% of the plan
Book at this store
Sonata Stride wearables
56% of the plan
76% of the plan
Offer transfer or another store
Women's fashion
84% of the plan
99% of the plan
Book at this store
Utility and rugged
73% of the plan
89% of the plan
Book at this store
Wall clocks and gifting
62% of the plan
76% of the plan
Offer transfer or another store
What happens when the piece is not there
The desk names a second store in the same city before it names a date.
A transfer is raised with a dated arrival, and the customer is called when it lands.
A repeated gap in the same category at the same store is written into the store audit.
Availability percentages are modelled against the category plan. They are replaced by the live stock feed at go live.
Store audit
Display, stock and process compliance scored on the same rubric everywhere, with a dated action against every gap.
Region
Stores audited
Average score
Open actions
Oldest open
North
312 of 3,900
90 / 100
50
17 days
South
272 of 3,400
88 / 100
52
22 days
West
208 of 2,600
86 / 100
47
9 days
East and North East
168 of 2,100
84 / 100
43
14 days
Rubric
Dimension
Weight
Checked by
Window and display compliance
25%
Photo audit, scored
Stock availability against the plan
25%
Stock read
Advisor process and greeting
20%
Mystery call
Appointment and follow up discipline
20%
Desk record
Housekeeping and safety
10%
Checklist
One audit cycle covers 8% of the points of sale in a quarter, so every point is seen at least once a year. Scores, actions and ageing are modelled on audit cycles of comparable networks.
Conversation intelligence
Every conversation is transcribed, coded and counted, so the brand learns what customers are actually asking, not what the desk remembers.
What the conversation was about
Share
What the desk does with it
Model availability and price
29%
Stock read, then transfer offered
Service, battery and repair status
26%
Job status stated with a date
Warranty position
17%
Record checked, service centre confirms
New launches and comparisons
16%
Two model comparison sent
Strap, sizing and accessories
12%
Store visit or dispatch
What comes out of it every week
Output
Goes to
Cadence
Top ten reasons customers called
Head of retail and trade
Weekly
Requests for stock the store did not hold
Head of retail and trade
Weekly
Questions the script answered badly
Head of brand
Weekly
Objections before a lost enquiry
Head of consumer marketing
Fortnightly
Store level process gaps heard on calls
Head of customer service
Monthly, into the audit
Coding is at issue level. No individual customer and no individual advisor is profiled or ranked.
Call analysis
Every Sonata conversation is transcribed, coded and scored: what the caller wanted, what stopped them, what was promised and what happened next. This is the record the desk, the campaign team and the store network all argue from.
6,25,200
Calls analysed a month
25%
Positive sentiment on close
82 / 100
Average quality score
4.8m
Average call length
A day off the desk, identities masked
Call
Caller region
What it was about
Language
Length
Sentiment
Score
Outcome
C-5209
Bengaluru · North
Model availability and price
English
7m 29s
Negative
66
Message sent
C-5246
Mumbai · South
Sonata Stride wearables enquiry
Hinglish
3m 40s
Neutral
90
Closed
C-5283
Delhi · West
Warranty position
Hindi
5m 51s
Positive
95
Not now
C-5320
Hyderabad · East and North East
Utility and rugged enquiry
Tamil
7m 02s
Negative
75
Message sent
C-5357
Chennai · North
Strap, sizing and accessories
Telugu
3m 13s
Neutral
86
Closed
C-5394
Pune · South
Everyday steel enquiry
Kannada
5m 24s
Positive
91
Message sent
C-5431
Kolkata · West
Service, battery and repair status
Marathi
7m 35s
Negative
69
Closed
C-5468
Ahmedabad · East and North East
Women's fashion enquiry
Bengali
3m 46s
Neutral
82
Not now
What stopped the call, and what the desk did next
Objection heard
How often
What the desk says now
Next step written
Price against a competitor quote
21% of calls
Named back, answered from the record, then a dated visit offered
WhatsApp with the range sent, callback in 48 hours
Wants a discount the desk cannot give
22% of calls
Answered from the published everyday steel range, never with a discount
Appointment held, reminder call scheduled
Not ready, date not fixed
6% of calls
Named back, answered from the record, then a dated visit offered
WhatsApp with the range sent, callback in 48 hours
Store is too far
7% of calls
Answered from the published everyday steel range, never with a discount
Appointment held, reminder call scheduled
Waiting for the rate to move
8% of calls
Named back, answered from the record, then a dated visit offered
WhatsApp with the range sent, callback in 48 hours
Wants to see the piece first
9% of calls
Answered from the published everyday steel range, never with a discount
Appointment held, reminder call scheduled
What the transcript is mined for
Field pulled from the call
How it is used
Goes to
Reason code and category asked for
Feeds the enquiry desk and the stock view
Head of retail and trade
Budget band the caller stated
Sets the range the advisor prepares
Head of retail and trade
Occasion and date
Sets the ladder and the reminder call
Head of consumer marketing
Objection and competitor named
Feeds the drill and the campaign message
Head of brand
Promise made on the call
Checked against the job or appointment record
Head of customer service
Consent and language preference
Written to the record for every future contact
Head of finance
Transcript volumes and scores are modelled on the current script until the brand's own telephony is connected. Caller identity is masked in every screen and every export.
Caller coaching
Every call the Sonata desk makes is scored on the same six behaviours, and the lowest scoring behaviour becomes next week's drill. Coaching is written at desk, region and issue level, never against a named individual.
6,25,200
Calls in scope for coaching a month
73 / 100
Desk coaching score, rolling four weeks
100%
Calls reviewed, no sampling
3
Drills shipped to the floor last month
The six behaviours, and where the desk stands
Behaviour
Adherence
What a pass sounds like
Opening and consent
90%
Brand named, purpose stated, consent captured in the first 15 seconds
Discovery depth
59%
Occasion, budget band and date asked before anything is recommended
Objection handling
59%
Objection named back, answered from the record, not from opinion
Proof used
65%
Certification, warranty or exchange terms quoted from the published range
Next step booked
76%
A dated next step with a named store or advisor
Write back
87%
Reason code and outcome on the record before the call ends
Lowest adherence right now is discovery depth at 59%. That is the drill below.
Region scorecards
Region
Stores
Calls a month
Coaching score
Coach on
North
3,900
2,00,064
93 / 100
Proof used
South
3,400
1,75,056
86 / 100
Write back
West
2,600
1,37,544
79 / 100
Next step booked
East and North East
2,100
1,12,536
92 / 100
Discovery depth
This week's drills, written from lost conversations
Drill
Built from
What changes on the call
Owner
Discovery depth drill
100 calls where the enquiry was lost after this step
Occasion, budget band and date asked before anything is recommended
Head of retail and trade
Everyday steel objection drill
Objections heard before a lost everyday steel enquiry
Objection is named back and answered from the published range, then a visit is offered
Head of consumer marketing
Ownership and warranty book drill
Calls where the balance or benefit was stated wrongly
The balance is read from the record and the visit is booked in the same call
Head of product
Service promise drill
Battery replacement calls where a date was promised before the centre confirmed it
No completion date is stated until the job record carries one
Head of customer service
How a drill reaches the floor
Monday: the week's calls are scored and the lowest behaviour is picked by number, not by opinion.
Tuesday: three good calls and three weak calls on that behaviour are clipped, with identities masked.
Wednesday: the script line is rewritten and pushed to both the human desk and the voice agent.
Friday: the same behaviour is re-scored and the movement is reported to Head of retail and trade.
Scores are modelled on the current script and comparable Indian voice desks until the brand's own recordings are connected. No individual advisor is ranked, scored or named in any output.
Quality record
Every conversation is scored on the same five dimensions, at issue and store level, so quality is a number the brand can argue with.
Dimension
Weight
What a pass looks like
Identification and consent
20%
Brand named, purpose stated, consent captured
Accuracy of what was said
25%
No price, discount or warranty claim outside the record
Language and courtesy
15%
Caller's language matched, no talking over
Next step captured
25%
A dated next step with a named owner
Write back
15%
Reason code and outcome on the record
92 / 100
Current rubric score
100%
Conversations scored, not a sample
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Market sense · web intelligence
Six buckets, read off the open web for Sonata: competitor moves, category demand, the brand's own online reputation, the price and offer message in market, retail expansion, and the social conversation. Each bucket opens with the analysis — how the brand is actually doing on that front and what to do next — and the sources it was written from sit underneath it as the evidence.
Category read as: value watches mass market India. Reputation read from amazon.in, flipkart.com, consumercomplaints.in and open consumer forums.
The read
Sonata maintains category leadership at 12,000+ counters, but Timex's rapid climb to INR 800 Cr presents an immediate challenge to its mass-market dominance.
Sonata retains dominant scale with over 12,000 retail counters and an INR 900 Cr+ revenue base, but direct competitor Timex has reached INR 800 Cr through aggressive portfolio expansion. Broader watch demand in India remains healthy, projected to expand from USD 4.62 billion to USD 7.52 billion by 2031 across Tier-1 and Tier-2 markets. Online brand sentiment and search visibility are severely diluted by Hyundai Sonata clutter, while digital marketing relies on low-tier creator activations alongside the new youth campaign. The leadership desk must aggressively defend its entry-price moat across regional retail networks to stop Timex from closing the remaining revenue gap.
Written off 60 sources for Sonata. Every claim is backed by the linked sources under each bucket.
Bucket 01
Competitor moves
What have the named competitors done in the last weeks that the desk should know?
Timex is rapidly closing the revenue gap with premiumization and smart releases
Timex Group India reported delivering 3x growth over four years to hit INR 800 Cr in revenue, placing it within striking distance of Sonata's INR 900 Cr+ scale. The competitor is pairing mass-market distribution with premium moves, launching Waterbury heritage lines, automatic chronographs, and high-visibility PR partnerships such as ELLE List 2026. This dual focus allows Timex to harvest volume while expanding value share where Sonata is less active.
Timex Group India hit INR 800 Cr revenue following 3x growth over four years
Timex rolled out 2026 collections including Waterbury, Atelier, automatic chronographs, and smartwatches
Timex activated lifestyle-led PR campaigns including appearances at ELLE List 2026
What to do next: Monitor Timex wholesale billing and shelf-space encroachment across shared multi-brand dealer counters.
Timex India's 2026 new arrivals include the Waterbury heritage collection, the Atelier series, new automatic chronographs and a refreshed smart watch range.
## Timex Group India Delivers 3x Growth In 4 Years, Hits INR 800 Cr Revenue; FY 25-26 Defining Year Of Its Growth Journey
### Rise in Premium category, expanded brand portfolio, operating efficiency, and a strengthened manufacturing backbone are driving the company’s accelerated growth trajectory
[![Timex brand deliver
Check out Timex's upcoming product launches. Stay updated on the latest watches and be the first to know when they arrive. Visit frequently for new updates.
Timex is not a Indian brand.. Sonata and Timex are more affordable, while Timex has bit expensive range compared to sonata.Which watch brand is better, Titan or Sonata? - QuoraWhich is the best to buy, Titan or Timex? - QuoraMore results from www.quora.com
quora.com
Low
Bucket 02
Industry and category demand
Which way is the category itself moving, in volume and in value?
Category value is expanding steadily across Tier-1 and Tier-2 India
The Indian watch market is forecast to grow from USD 4.62 billion in 2026 to USD 7.52 billion by 2031, supported by a 5.4% to 6.73% CAGR. Rising disposable incomes outside metro centers are propelling both volume replacement and entry-level trade-ups. While premium and Swiss segments post strong growth percentages, the sheer scale of the domestic market preserves long-term runway for volume leaders.
India watch market is valued at USD 4.62 billion in 2026, projected to reach USD 7.52 billion by 2031
Regional market studies project Indian watch demand expanding at a 5.4% to 6.73% CAGR
Tier-1 and Tier-2 disposable income expansion is accelerating consumer adoption of branded timepieces
What to do next: Track regional replenishment velocity in Tier-2 and Tier-3 towns to ensure distribution matches localized demand.
# EssaysPrices, Volumes, And Passion: The Business Of Watches In 2025 And What To Expect In 2026
## How the watch industry navigated its most structurally challenging year in a decade and what to look out for in 2026.
In more than two decades in business reporting, there are a few truisms that have stuck with me. One o
The watches market in India is projected to grow at a CAGR of 5.4% from 2026 to 2033, fueled by rising disposable incomes in Tier-1 and Tier-2 cities, growing ...
The India Swiss Watch Market size was valued at around USD 0.30 billion in 2025 and is projected grow from USD 0.32 billion in 2026 to USD 0.51 billion by 2032,
# Luxury Watch Market Size, Share & Industry Analysis, By Type (Mechanical and Electronic), By Band Type (Strap-Based and Chain-Based), By Distribution Channel (Offline Stores and Online Channels), and Regional Forecast, 2026-2034
## **LUXURY WATCH MARKET Key Takeaways**
- 2026 Market Size: USD 62.35 billion
- CAGR: 8.
The global watches and accessories market size is projected to reach from US$ 94.5 billion in 2026 to US$ 138.4 billion by 2033, growing at a CAGR of 5.6%
watch industry in India, focusing on the country's unique position within it. They discuss the historical context of luxury watches in India ...
youtube.com
Low
Bucket 03
Brand online reputation
What are customers saying about the brand in public, and what is the recurring complaint?
Automotive brand noise and unresolved consumer complaints cloud online sentiment
Sonata's public digital footprint suffers from persistent entity overlap with the Hyundai Sonata sedan, which dominates search queries and forum discussions. Independent consumer review portals for the watch brand reflect dissatisfaction, including a 40% satisfaction rating on ConsumerComplaints.in across 27 reviews. A lack of proactive service resolution in public forums leaves entry-level consumers frustrated with product durability and support.
ConsumerComplaints.in records a 40% positive score across 27 Sonata watch complaints
Rating 4.1(48)Customer reviews. 4.1 out of 5 stars4.1 out of 5. 48 global ratings. Filtering ... My only complaint is that the fit is tight and when you let go of the ...
Rating 4.4(14)Customer Reviews: 4.4 out of 5 stars 14Reviews; Date First Available: 22 ... My only “complaint” which really wasn't a big deal was the little bag ...
Rating 4.5(6)Customer reviews. 4.5 out of 5 stars4.5 out of 5. 6 global ratings. Filtering ... My only complaint is that those screws have to be the smallest screws on earth.
Our Voice of the Customer programme reveals customer preferences, issues, and complaints. These VoC programmes recognise and respond to the customer's voice
Rating 4.6(3)Customer reviews. 4.6 out of 5 stars4.6 out of 5. 3 global ratings. Filtering customer reviews. Loading customer reviews. There was a problem filtering reviews.
Rating 1.9(133)Aug 14, 2026 · The ergonomics are horrible. Horrible customer service from Hyundai and the dealership. has never called back despite numerous emails and ...
consumeraffairs.com
Medium
Bucket 04
Pricing and offers in market
What price and offer message is live in the market right now?
Multi-brand watch retailers are running aggressive promotional discounts
Retail platforms like Helios and Just In Time are actively marketing seasonal discounts, with premium watches discounted up to 30% from INR 19,995 to INR 13,995. This continuous promotional environment in mid-tier retail puts downward pricing pressure on upper-tier mass watches. Sonata must maintain rigid price discipline in the entry segment to protect distributor margins.
Helios is offering brand markdowns of up to 30% on curated watch catalogs
Just In Time is running targeted seasonal offers and promotional discounts across men's and women's lines
Mass-market pricing searches remain crowded by secondary distributor discounting
What to do next: Audit distributor price realization to ensure promotional discounting does not erode dealer margins below trade thresholds.
Offers Up to $3,500 Off Take advantage of manufacturer rebates and dealer discounts on select 2026 Sonata models. Low as 1.9% APR. Specials Starting at $289/mo ...
MSRP $31,005 Dealer Discount $1,125 College Grad Program $500 First Responders Program $500 Military Incentive $500. MSRP $31,515 Dealer Discount $1,137. Bonus ...
Jomashop.com offers the best prices on watches, Up to 35% off Doorbusters. Up to 50% Off New ・ 55% Off $7,750.00 $3,450.00 ・ coupon $121.24 after coupon
Hyundai Sonata Hybrid current finance offers and lease deals. 2026 SONATA BLUE HYBRID(SNCAF2JAS4AS/294C2FBS) is $319 per month for 36 months with $3,499 due at ...
# SONATA
## SONATA Offers
Up to $2,500
0.99% APR
$249/mo
For 36 months with $4,449 due at lease signing.
$309/mo
For 36 months with $3,499 due at lease signing
Showing 1-4 of 4
Up to $2,500
0.99% APR
$249/mo
For 36 months with $4,449 due at lease signing.
Showing 1-4 of 4
Up to $2,500
0.99% APR
$329/mo
F
Sonata SE FWD Lease for $209/mo for 24 Months View Disclaimer $3,999. Offer ends 9.8.2026. MSRP of $28,745. Offer ends 9/8/26. 4.9% interest and 20% ...
spitzerhyundaicleveland.com
Low
Bucket 05
Retail network and expansion
Where is retail space being added, by the brand and around it?
Sonata's 12,000-counter footprint remains its decisive competitive advantage
With more than 12,000 retail counters carrying the brand, Sonata possesses an offline reach that pure-play fashion and smart competitors cannot easily duplicate. As India's category expands toward USD 7.52 billion, traditional retail counters remain the primary vehicle for converting first-time buyers in non-metro markets. Sustaining counter productivity and visual merchandising standards is critical to deterring aggressive counter grabs by Timex.
Sonata maintains an active distribution footprint across 12,000+ retail counters in India
Total domestic watch retail value is expanding toward USD 7.52 billion through traditional and modern trade
Offline retail counters continue to drive the majority of entry-level consumer conversions
What to do next: Conduct a counter productivity audit across top-performing dealer locations to defend counter share against Timex.
Sonata Park's 10-acre Compass Point natural area will feature a scenic walking trail, fitness nodes, public art and a peaceful labyrinth—creating space to renew ...
The India luxury watch market size valued at USD 1.70 billion in 2025, is projected to reach USD 2.86 billion by 2034 at a CAGR of 5.66% from 2026-2034.
imarcgroup.com
Low
Bucket 06
Digital and social conversation
What is the brand's conversation on social, creator and video platforms?
Youth positioning is gaining traction via the 'Watch Out for Us' campaign
Sonata has rolled out its 'Watch Out for Us' campaign under Titan Company to build cultural resonance with younger buyers. The brand is simultaneously deploying micro-influencer outreach with low creator fees between INR 750 and INR 1,000 per Instagram reel. While cost-effective, this low-budget creator strategy risks inconsistent brand execution unless paired with high-impact central creative.
Sonata launched the 'Watch Out for Us' youth-oriented brand campaign via Titan Company
Creator casting calls show nano-influencer payouts structured at INR 750 to INR 1,000 per reel
Social media feeds remain fragmented between corporate campaigns and generic influencer product unboxings
What to do next: Evaluate engagement quality and attribution from low-tier influencer reels against core campaign brand recall metrics.
AD: Sonata's Watch Out For Us campaign taps into the mindset, celebrating ambition, momentum, and the belief that progress is built step by ...
instagram.com
Low
How each bucket is built
#
Bucket
The question it answers
What it reads
01
Competitor moves
What have the named competitors done in the last weeks that the desk should know?
Launches, store openings, campaigns, price led offers, funding and leadership news.
02
Industry and category demand
Which way is the category itself moving, in volume and in value?
Category growth, input costs, festive and season demand, regulation and duty.
03
Brand online reputation
What are customers saying about the brand in public, and what is the recurring complaint?
Reviews, complaint boards, consumer forums, service and delivery grievances.
04
Pricing and offers in market
What price and offer message is live in the market right now?
Discount events, exchange schemes, making charge and bank offers, marketplace pricing.
05
Retail network and expansion
Where is retail space being added, by the brand and around it?
New stores, city entries, franchise news, mall and high street expansion.
06
Digital and social conversation
What is the brand's conversation on social, creator and video platforms?
Creator collaborations, campaign reception, trending formats, share of voice.
Results are ranked by how sharply they read against the brand, so complaints and competitive moves surface first. Severity is a keyword read on the headline and summary, not a judgement.
Value model
Move any input. Everything recalculates. Every figure starts from the published Sonata network and is editable.
Inputs
Modelled outcome, a year
₹9.1 Cr
From enquiries answered and converted
₹19 Cr
From dormant customers brought back
₹16 Cr
Service handling cost avoided
₹44 Cr
Total modelled value, before any fee
Service saving is modelled at ₹42 of handling cost avoided per conversation the desk closes without a store call back.
Data readiness
What is connected on day one, what is modelled today, and what Sonata needs to hand over for the pilot to go live.
Input
Status
Note
Store network and locations
Published
12,000+ Retail counters carrying Sonata
Category and price ladder
Published
From the brand range
Enquiry volume and source mix
Modelled
From comparable networks of similar store count
Customer book and dormancy
Modelled
Replaced in one session with the brand team
Service job volume and turnaround
Modelled
From service desk throughput benchmarks
Loyalty tier membership
Modelled
Tier structure as published
Consent and contactability flags
Needed
Required before the first outbound call
What is needed to go live
A contactable customer extract with consent flags, in any format.
Store and advisor calendars, or a single sheet per region to start.
One session with the Sonata team to replace every modelled volume with the brand's own.
Required inputs
What the Sonata team hands over, in whatever format it already exists, for the pilot to run on the brand's own numbers.
Input
Owner
Format that is enough
Needed by
Contactable customer extract with consent flags
Head of consumer marketing
CSV or a database view
Before the first outbound call
Enquiry feed from website, store and marketplace
Head of brand
Webhook or a daily file
Week 1
Store and advisor calendars
Head of retail and trade
One sheet per region to start
Week 1
Category and price ladder in force
Head of retail and trade
The current range sheet
Week 1
Ownership and warranty book
Head of product
Account level extract
Week 2
Service and job records
Head of customer service
Export from the service system
Week 2
Telephony numbers and caller ID
Head of retail and trade
Numbers plus provider access
Before go live
Nothing here blocks the console. Every input replaces a modelled figure already on the screen.
Method and limits
How the pilot runs on Sonata, week by week, and what the system will not do.
Week
What happens
What the brand sees
Week 1
Data session, scripts drafted, numbers provisioned
Console on the brand's own figures
Week 2
Both agents live on a small call list
First conversations and quality scores
Weeks 3 to 6
Ladders switched on segment by segment
Weekly reason codes and outcomes
Weeks 7 to 12
Appointments, service and the trigger desk added
Value model against actuals
Month 6
Review against the model
Keep, widen or stop, in writing
What this system will not do
It will not quote a price, a discount or a making charge outside the published range.
It will not claim a warranty outcome before the service centre has confirmed it.
It will not call a customer who has declined or opted out, for any reason.
It will not score, rank or profile an individual customer or an individual advisor.
It will not pretend to be human when asked directly.
Commercial terms
One flat retainer for the platform and the desk, usage billed as pass through at cost, and a review at month six.
Scope
What it covers
Commercial
Pilot, one brand
Sonata consoles, both voice agents, the desk and the quality record
Flat monthly retainer
Group scope
Every Titan brand on the same platform and identity spine
Retainer per brand, tapering
Usage
Telephony, transcription and model usage
Pass through at cost, itemised
Carried free until month six
Console build, script work, audit rubric and reporting
No charge
Governance
No individual customer is scored, profiled or ranked. Quality sits at store and issue level only.
Consent and do-not-call flags are respected on every attempt, with a stop rule per segment.
Every conversation is retained for a stated window and is available to the brand team in full.