Answer for the exact vehicle, whether it is being sold, serviced or recalled.
Importers, dealer groups, showrooms, service centers and contact centers answer for the same cars, each with its own build, its own open campaigns and its own cover.
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The build decides the answer
Selling is where the catalog is widest. One model arrives as a range of trims, engines and option packs, some of which exclude each other, and the showroom has to say what can be built, at what price, and when.
What is true of the model can be false of one car. The same nameplate is sold with different engines, equipment and software, and the part, the procedure and the cover that fit one will not fit the next.
A recall arrives from outside and chooses its own population: a build range rather than a model. It has to reach owners, dealers, workshops and the contact center at once, and the scope and the action have to be provable afterwards.
Importers, dealers, workshops, fleet desks and the contact center all answer in the brand’s name. Ownership is long, and warranty practice, goodwill limits and campaigns move while the car is on the road.
What an importer or dealer group keeps in its Brain:
- Order guides and option compatibility
- Price lists and delivery lead times
- Specifications by build and market
- Delivery inspection checklists
- Technical service bulletins
- Recall and campaign scope by build range
- Repair methods and labor times
- Parts applicability and supersessions
- Service schedules and maintenance plans
- Warranty terms and claim procedures
- Goodwill limits and approval routes
- Finance and extended cover terms
What it costs when the answer is about the model
In the showroom the cost is a sale that waits. A question about compatibility, a finance term or a delivery date goes away to be checked, and the customer keeps looking while it is.
In the workshop it is the second visit: the position is assembled after the car arrives, the wrong part is ordered against the wrong build, and the owner returns for a job that should have closed.
An open campaign is caught while the car is standing in the workshop for something else, or it waits for the next visit. What an owner is told has to be the same at the desk, on the phone and online.
- The challenge:
A sale that waits
The customer keeps looking while the question is checked.
With ClearMash Brain:Quotes a customer can act on
Configuration, price and delivery settled in the conversation.
- The challenge:
Second visits
A job unfinished because a fact arrived after the car did.
With ClearMash Brain:More jobs closed on the first visit
Build, part and method settled before the car is on the ramp.
- The challenge:
A campaign that lands unevenly
One owner told one thing at the desk and another online.
With ClearMash Brain:Recalls caught while the car is there
An open campaign arrives with the booking, in the same words everywhere.
Vehicle data becomes an answer through vehicle knowledge
Your systems already know this car and this order: the build record, the stock list, the price file.
The other half is knowledge: trim and option compatibility, finance and warranty terms, bulletins, campaign scope and parts applicability. An AI agent handed the vehicle record and no governed understanding of the rules will improvise a warranty position or a delivery date.
Held together, the record is read through the organization’s rules, and the customer gets one position in the showroom, at the desk and on the phone.
What an answer about one car rests on
With the customer standing there, these decide what a salesperson or an advisor commits to.
- WHATWhat this vehicle is: the variant, the build date, the options fitted.
- WHICHWhich bulletin, campaign or warranty term applies to that build.
- WHOWho can approve a discount or a goodwill repair, and to what limit.
- WHENWhen the car can be delivered, and how long cover runs.
- WHEREWhere practice differs: this market, this importer, this workshop.
- WHYWhy the position is what it is, in words the customer accepts.
- HOWHow the job is done on this variant, and which part fits it.
One nameplate, many builds. The variant decides the answer.
The advisor states the position, and the job is booked once.
A car is booked in. It is one variant of a model sold in several, and the identity decides everything else: the warranty position, the open campaign, the part that fits and the bulletin for this build arrive around the vehicle itself, so the job closes on the first visit and what it taught goes back to the Brain.
What Warranty · Bulletins · Campaigns
- Warranty terms
- Bulletin 24-06
- Campaign scope
- Parts applicability
- Service plan
- Goodwill limit
- Model variant
- Build date
- Market terms
- Labor times
- Price list
How Diagnosing · Authorizing · Explaining
- Diagnose steps
- Check the build
- Confirm the part
- Who authorizes
- Campaign check
- What to tell them
- Book the job
- Record the job
- Escalation rule
- AI agent skill
- Close the job
Context Decides which What and which How to act on, for this vehicle
- Who This vehicle
- When Options fitted
- Where This center
- Which Since handover
- Why Why it is covered
- Service advisorsanswer at the desk
- Driversone answer, every channel
- Roadside and AI agentsthe same position
- Every center now knows it
Tangible impact
The changes a working Brain makes, in the order a showroom, a workshop and a contact center meet them.
Business impact
- Reduction in expert escalations 65%
- Reduction in inquiry handling time 28%
- Increase in customer satisfaction 15%
- Increase in first contact resolution (FCR) 40%
- Increase in employee satisfaction 62%
- Increase in self-service adoption 30%
- Reduction in new employee onboarding 70%
- Reduction in compliance violations 14%
Technological impact
- Increase in AI agent speed 25%
- AI agent accuracy from 85% to 97%
- Reduction in AI costs 74%
Additional measures
Beside those figures, the measures a sales floor and a workshop already keep:
- Orders configured without a referral
- time to answer compatibility and delivery questions
- jobs closed on the first visit
- repeat bookings for the same fault
- warranty and goodwill spend outside policy
- campaign completion against the population in scope
- time for a new starter to work unsupervised
Control across dealers, workshops and importers
Named ownership of every bulletin, warranty rule and procedure, approval before publication, access by role and by site so an independent workshop sees what it is entitled to, and a record of what was in force the day a job was authorized. Vehicle records, telematics and owner data stay in your systems; the Brain contributes the rules for reading them.
See one car answered for its own build
Book a demo and we will show you a single vehicle’s build, open campaign and cover resolved into one answer, in the showroom, at service reception and on the phone.
Prefer to start with the numbers? The impact estimator works them out