Cost to build automotive software with token AI

Rebuild your automotive software with AI and keep only the modules you actually use, instead of paying for an all-in-one subscription every month. The figures are budgeting estimates, not an actual invoice.

Cost to build automotive software with token AI

Platforms like Tekion Automotive Retail Cloud, Dealer Inspire, Tekmetric, HQ Rental Software and Geotab bundle far more features than any single dealership, garage or fleet ever uses. This tool estimates the tokens and AI cost to rebuild only the modules you need — from the DMS and digital vehicle inspection (DVI) to real-time trip tracking — and sets that against the SaaS fees you pay today. Because these systems hold customer and driver data, a self-built version must comply with Vietnam's Decree 13/2023 on personal data protection from the design stage. The tool includes a reference price list for each AI plan; these are budgeting estimates, and for a detailed quote on your automotive software TOT scopes it first.

Frequently asked questions

How much does it cost to rebuild automotive software with AI?

It depends on how many modules you choose to rebuild — a lean garage system is very different from a full dealership DMS. The tool converts that scope into tokens and person-months; the AI-tooling share is usually only a few percent of the total, while most of the cost is design and testing effort.

Should I rebuild or keep renting SaaS like Tekion or Tekmetric?

If you use most of the features and stay small, an off-the-shelf subscription is often the faster choice. But when you use only a fraction of it, need heavy customization or want to own your data and workflows, rebuilding module by module means you stop paying for what you never touch.

How much effort does AI actually save?

With an AI-assisted workflow for code generation, testing and documentation, TOT estimates savings of roughly 35–50% in effort versus a traditional build. That shortens time to a working version and lowers total cost, though engineers still review each business module.

Are these estimates accurate?

They are framework-based estimates to help you size a budget, not a fixed quote. Results shift with module complexity, how deeply you integrate with existing dealership or telematics systems, and your data requirements; detailed scoping is needed to confirm the final figure.

Is there a detailed price list and quote for automotive software?

The tool gives a cost estimate with a reference price list for each AI plan. It is not an official quote — for a detailed quote on your automotive software (by scope, features and integrations), contact TOT to scope it.

All figures are reference estimates. Built by the TOT team.