Automotive data for AI
What your business knows has a market.
Daimon Lab helps dealerships and automotive vendors explore the value in their operational data, with permissions and permitted use clearly defined before any deal.
Start with a description of your data. No customer files or system access required.
Illustrative conceptno customer data
Source
WorkflowRights
ReviewedUse
Defined
WorkflowRights
ReviewedUse
Defined
Anonymous success stories
Three dealer groups. 49 stores. $700K–$1.5M data valuations.
Three founder-supplied stories from dealer groups whose identities remain private. Across these opportunities, the reported shared data valuation range is $700,000–$1.5 million. The figures are not independently audited.
For dealer groups across all makes and OEMs. Valuations describe assessed data opportunities, not guaranteed payments. Individual results and final commercial terms vary.
Explore the success storiesTwo clear paths
Which side of the opportunity are you on?
I have automotive data.
Explore licensing opportunities for the workflows, records, and expertise your business has the right to share.
I need automotive data.
Scope datasets, expert review, and evaluations around the dealership tasks your AI needs to handle.
Share your requirementsExample structure only. No customer data.
The record tells you what happened. The workflow helps explain how.
Request
A customer requests a service appointment and a loaner.
Available context
The slot is open. Loaner availability has not been confirmed.
Expected action
Check the policy and route the transportation request before confirming.
Illustrative result
Confirm a booking only after the transportation arrangement is checked.
This fictional task shows an expected behavior, not an observed customer result. Historical outcomes are evidence, not proof that one action caused the result.
Potential data programs
Built around how dealerships actually work.
These are scoping categories. Dataset availability depends on permissions, quality, and buyer requirements.
Service operations
Scheduling, advisor handoffs, repair-order workflows, and customer updates.
Sales and BDC
Lead handling, conversations, appointment coordination, and CRM follow-through.
Used vehicles
Appraisals, pricing decisions, reconditioning steps, and disposition outcomes.
Vendor operations
Support tickets, implementation workflows, QA, and expert corrections.
Workflow demonstrations
Purpose-built examples showing how an automotive expert completes an approved task.
Supplier process
From operational data to a defined licensing opportunity.
- Describe what you have.Tell us which workflows and systems your business uses.
- Agree what is eligible.Establish source permissions, exclusions, and allowed uses.
- Prepare a useful sample.Organize and review an approved subset against a specific buyer need.
- Agree the commercial terms.Confirm the buyer, license, acceptance requirements, and payment before delivery.
For AI builders
Give your AI a dealership reality check.
Test whether an agent can complete the task, follow the rules, and recognize when it needs a person. Start with a focused evaluation, then scope the data needed to address the failures you find.
Scope an evaluationA buyer pays for a useful, approved product.
For example, an automotive AI vendor commissions a service-workflow dataset or evaluation. The project pays for preparing and reviewing the work. Where a dealer or vendor contributes licensed material, that supplier receives the contribution payment or attributable licensing share agreed in advance. Preparation or evaluation fees and supplier compensation are defined separately.
Revenue depends on an accepted paid agreement. Evaluation and model training are separate licensing decisions. Sensitive or restricted sources can stay out of scope.
Read our approach to data and trustA timely assessment
Your data may never be worth more than it is right now.
AI teams are looking for real operating experience. What they need, what they already have, and what they are willing to pay can change. Your data’s freshness changes too. An assessment can help you understand the opportunity while workflows are current and buyers are actively looking.
Find out what your data could be worth todayStart with a description. Decide on any license after you understand the terms. No one can guarantee future demand or pricing.
A scoped first conversation