Conversational Revenue Orchestration for automotive brands and their dealer networks

One orchestration layer that runs AI agents across the whole ownership lifecycle, so the conversation that starts on an ad finishes as a booked test drive, a delivered vehicle and a service visit three years later.

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Live orchestration · 10:42:07
Channels · today
WhatsApp
Voice
SMS / RCS
Instagram
Messenger
Email
Web chat
K
Kestrel Motors
Zigment agent
    Your systems
    Dealer management
    Model, price, stock
    Ad platforms
    CRM, dealer routing
    Booking and finance
    Dialer, telephony

    Zigment orchestrates every system you already own, and replaces none of them. Your DMS, your CRM, your dealer network, your dialer and your ad stack. Your agents qualify the enquiry, match the budget to the variant, book the test drive, hand over to the right dealer and bring the customer back for service, all inside one thread. Powered by the Conversation Graph.

    Running in production across passenger vehicles, EV and two wheelers, across the world.
    Tata MotorsTata Motors EVBajaj AutoBajaj SpainBajaj PortugalTata MotorsTata Motors EVBajaj AutoBajaj SpainBajaj PortugalTata MotorsTata Motors EVBajaj AutoBajaj SpainBajaj Portugal

    Silos between your customers and your systems.

    A bot here, a voice provider there, marketing in another tool, and people updating the CRM and tickets by hand.

    Your Systems
    • Dealer Management
    • Model · Price · Stock
    • Ad Platforms
    • CRM · Dealer Routing
    • Booking · Finance
    • Dialer
    • Multiple AI Agents
    • Chatbot Vendor
    • Voice AI Vendor
    • Marketing Automation
    • Lead Routing
    • Booking Links
    • CRM Updates
    • Tickets
    • CDP Rules
    • Data Syncs
    • Custom Code
    Zigment Orchestration Layer+ Conversation Graph
    Customer Touchpoints
    • WhatsApp
    • Voice
    • SMS / RCS
    • Instagram
    • Messenger
    • Email
    • Web chat
    Security and deployment

    Your leads go to your dealers. Your data stays yours.

    Consent captured in the conversation before a lead reaches a dealer, an audit trail on everything that happens after, and deployment wherever your IT team needs it: Zigment cloud, your own cloud, or your data centre.

    • GDPR consent flows, live in Spain and Portugal · DPDPA aligned for India
    • AES-256 at rest · TLS 1.2 or higher in transit
    • Role based access, complete audit logs, every guardrail trigger visible
    • Annual VAPT and penetration testing
    Consent before the handoverCaptured in the conversation, before a lead reaches an independent dealer
    On-prem or your cloudSame platform inside your perimeter, on your model
    Never trained on your dataYour conversations stay yours, audit logs included
    Certified and audited
    ISO 27001
    AICPA SOC 2 Type II
    GDPR compliant
    Use cases

    From the first ad click to the third year of ownership, your agents run the work.

    Not a slice of the funnel. Every stage of it, on the channel your customer already uses, with the context from one stage carried into the next.

    01 / 03
    01

    Click to WhatsApp campaigns

    Your Meta and Google ads open a WhatsApp conversation instead of a landing page. The agent captures model, budget, city and licence while intent is still hot, then writes a qualified lead into your CRM with the thread attached.

    02

    Website and social agents

    One agent across your website, Instagram, Facebook and Google Business, answering specs, on-road price and stock from your live feed rather than a static FAQ. A visitor who would have downloaded a brochure books a test drive instead.

    03

    Missed call and drop-off recovery

    Every unanswered call, abandoned form and after-hours enquiry opens a conversation within the minute. The customer gets an answer on a channel they will actually reply on, instead of a callback that never lands.

    01

    Lead qualification and scoring

    Budget, model, licence, timeline and exchange intent captured in the conversation and scored before anyone picks up a phone. When the budget does not reach the variant they asked about, the agent moves them to one that fits.

    02

    Test drive booking

    Slot, dealership and date confirmed in the thread against the dealer's live calendar, with a reminder before and a nudge if the visit does not happen. Anyone who arrives already asking for a test drive skips straight to booking.

    03

    Dealer routing with full context

    A name and a number is not a lead. Intent, model, location, finance status and exchange interest route to the nearest dealership with the whole conversation attached, so the salesperson opens knowing what the customer wants.

    01

    Finance and down payment follow-up

    Approval status, missing documents and the cash option when finance falls through, all chased inside the thread. The salesperson stops spending evenings on paperwork reminders and the application stops stalling on one missing file.

    02

    Allotment, registration and delivery

    VIN allotment, registration progress and the delivery date pushed to the customer as each one lands. The weeks between booking and keys are the quietest in the journey and the easiest place to lose someone to second thoughts.

    03

    Agent on the salesperson's number

    The agent runs on your dealer's own WhatsApp number, working through sixty open customers a day, and steps back the moment the human wants to take over. They keep the relationship and lose the follow-up list.

    01

    Service booking and reminders

    Due dates read from your DMS, slots offered against the workshop calendar, home pickup and drop confirmed in the thread. No call centre queue, no missed reminder, and a workshop bay that does not sit empty.

    02

    L1 and L2 support

    Warranty cover, roadside, documents, billing and complaints answered from the ownership record rather than an FAQ, at any hour and in the customer's own language. Anything that needs a human arrives with the full history.

    03

    Post-visit feedback and NPS

    A contextual message after every test drive, service and spares purchase, while the experience is still fresh. Answers land as structured data against the dealership and the advisor, not as a survey response nobody reads.

    01

    Accessories and parts

    Conversational discovery against your live catalogue, with offers that move on what the customer drives, how they have behaved and where the festive calendar sits. The order ends at the right dealership, fitted.

    02

    Exchange, buyback and upgrade

    The agent knows what they drive, how long they have owned it and what it is worth in exchange today. It opens the conversation when the numbers change or a new model lands, not when the campaign calendar says so.

    03

    Insurance and warranty renewals

    Insurance expiry, extended warranty and AMC reached with one message that already knows the vehicle, the current policy and what the alternative costs. No call centre, and no renewal lost to a competitor getting there first.

    Campaigns/E6 launch · click to WhatsAppLive
    Ad clicks24,610
    Chats12,380
    Qualified5,140
    META AND GOOGLE ADS · % OF CHATS
    Replied
    91%
    Qualified
    42%
    In CRM
    42%
    Drive booked
    17%
    CRM · lead createdSuccess
    sourceMeta CTWA
    intentE6 · Pune · ₹15L
    stageQUALIFIED
    WHYModel, budget, city and licence captured while intent is still hot.
    Customers

    Let the results do the talking.

    Tata Motors EV · click to WhatsApp
    In one quarter, 121,650 people asked Tata Motors about an electric car. Every one of them got an answer, and 19,182 walked into a dealership ready to book.
    Tata Motors EVClick to WhatsApp · April to June 2026
    ₹292
    PER BOOKING-READY
    LEAD
    55%
    LOWER COST PER
    QUALIFIED LEAD
    9 in 10
    CALLS NO LONGER
    NEEDED
    Day 3
    QUALIFIED LEADS
    FROM LAUNCH
    Outcomes

    The numbers an automotive team is actually measured on.

    Tata Motors EVClick to WhatsApp, India
    ₹292

    per booking-ready lead

    19,182

    dealership booking forms in one quarter

    55%

    lower cost per qualified lead

    Bajaj AutoSpain and Portugal, five channels
    82.3%

    of conversations qualified

    3,541

    leads routed to a named dealership

    98.5%

    qualification rate on click to WhatsApp

    Bajaj AutoWebsite and social agents
    2×

    dealership conversion on qualified leads

    45%

    lower cost per transferred lead

    4.5×

    more purchases from the same traffic

    Tata Motors and Bajaj Auto. Dealership outcomes are returned from the dealer’s own CRM, not counted by us.

    Conversation Graph

    Every conversation makes the next one better.

    One memory per customer across every channel, agent and dealership. Every fact keeps its source, so the agent in October opens with what it learned in March.

    RK
    Rohan Kulkarni Sample customerLead since 14 Mar · Pune · Hinglish · drives an Alto K10 · prefers WhatsApp, evenings
    Held by 3 AI · 1 salesperson
    One thread · 14 Mar to today, then what's plannedClick a bead
    AdWhatsAppDealershipYour systemsAI holds the threadPerson holds it
    Ad14 MarEnquiry

    Clicked an electric SUV ad

    Meta ad → WhatsApp at 8:12 pm
    Written to the graph
    Intent · electric SUV, PuneMeta ad

    One profile per customer

    Every enquiry, call, test drive, delivery, service visit and spare purchase on one continuous record, with the source of each fact kept against it.

    Context that survives the handover

    The dealer salesperson opens with the whole thread rather than a name and a number. Nobody asks the customer what they are looking for twice.

    Signal back to your stack

    Intent, objection and outcome flow into your CRM and your DMS as structured data, and dealership outcomes flow back the other way.

    Observability

    Every decision traceable to the rule that produced it.

    Every other system treats the lead record as the centre and the conversation as an afterthought. Zigment works the other way round, so you can review any transcript, trace any decision back to the rule that fired, see which creative actually produced a booking, and read what your buyers asked before they bought.

    Reports/All dealerships · last 14 days42 dealerships · 6 channels
    Enquiries answered38,420100% within a minute
    Qualified41.6%+6.2 pts
    Test drives booked6,212+18% vs prior
    QA score96 / 100auto-scored, every chat
    Qualified leads and test drives, by dayqualified test drives
    30 Sep6 Oct13 Oct
    Creative · cost per booking Feature-led wins
    A
    Offer-led · festive discount on the E6
    ₹591
    B
    Feature-led · 465 km on a charge. Drive it this weekend.
    ₹233
    QA review · auto-scored
    Meera I · service booking98
    Arjun P · test drive95
    Kunal R · exchange quotequoted ₹55,000 · blocked, valuation ₹48,00071

    Every conversation scored

    Against your QA rubric, not the one or two percent your team can listen to by hand. Anything that breaches a rule is flagged the same day.

    See which creative actually sold

    Spend, qualified leads and bookings attributed to the ad that produced them, by theme and by model. Feature-led creative produced a booking at ₹233. Offer-led cost ₹591.

    What your buyers asked before they bought

    Financing leads the opening question in every model cohort, ahead of price. Two in three ask about availability. Read from transcripts, not from a survey.

    Channels and integrations

    One agent, on every channel and every system you already run.

    Nothing is replaced. Zigment reads from and writes back to the systems your brand and your dealers already work in, on the channels your customers already use.

    CHANNELS · plus any channel with an API
    WhatsAppWhatsApp
    Voice, in and out
    Google MessagesRCS
    SMS
    GmailEmail
    InstagramInstagram and Messenger
    GoogleGoogle Business
    Web chat
    In-app
    Dealership and field
    Works with the stack your brand and your dealers already run · 60+ connectors, and your own APIs as private apps
    CRM and dealer routingBitrix24SalesforceSalesforceZoho CRMZoho CRMLeadSquaredHubSpotHubSpot
    Dealer managementYour DMSDealer portalvia API or private app
    Dialer and telephonyExotelOzonetelKnowlaritySIP trunking
    Ad platformsMetaMetaGoogleGoogleconversions written back
    Model, price and stockProduct feedDealer stocklive, not a static FAQ
    Booking and paymentsRazorpayRazorpayCashfreePayU+ more