Motor vehicle intelligence infrastructure

    The operating system for motor vehicle work.

    Know the rule. Build the packet. Route the work. Finish the transaction. A proposed infrastructure layer for organizations navigating motor vehicle paperwork.

    Independent and not affiliated with or endorsed by any government agency. No filing, payment, or agency action is performed today.

    Ava · voice session
    Ava, the dmv.ai voice guide

    Ask Ava about dmv.ai for your team

    Talk it through out loud. Independent, not a government agency.

    Ava can explain how teams use dmv.ai, but dmv.ai does not file, pay, or transmit anything to agency or dealer systems. Pricing and agreements go through the team.

    Founder-led. Agent-powered.

    Specialized AI agent roles

    Targeted roles support research, review, communication, and workflow design while human decisions stay visible.

    Meet the team

    The transaction infrastructure story

    Turn fragmented requirements into structured work.

    One transaction model, four stages. Each stage states what exists today and what it would still require — no stage is described as more finished than it is.

    1. 01
      Live

      Know the rule

      Requirements for a state and a task, written in plain language.

      What exists today

      Browsable state and task guides, a glossary, FAQs, and deterministic practice tests — free and without an account.

      What it would still require

      Inherited guidance is under audit. Source coverage, freshness, and link health vary, so verify current requirements with the official agency.

    2. 02
      Preview

      Build the packet

      Requirements become named checklist items and document slots for one transaction.

      What exists today

      A bounded synthetic dealer walkthrough where unresolved items stay unresolved and blocked sources stay blocked.

      What it would still require

      Real transactions would need a reviewed source set, a designated source reviewer, and per-state coverage that does not exist yet.

    3. 03
      Roadmap

      Route the work

      Work moves to whoever completes it — an internal team, or a partner.

      What exists today

      Business inquiries are recorded and email delivery is attempted. Nothing else routes today.

      What it would still require

      A named fulfilment owner, an approved scope, capacity, and turnaround commitments. None are in place.

    4. 04
      Roadmap

      Finish the transaction

      Status tracked to completion, with a record of what was checked.

      What exists today

      Nothing. DMV.ai performs no filing, submission, payment, or agency action.

      What it would still require

      Agency-side participation and a compliant record path. No contract, pilot, or integration exists.

    DMV.ai is independent and not affiliated with or endorsed by any government agency. It performs no filing, submission, payment, or agency action today.

    Three modes

    Choose how much you want to handle

    The same transaction model, three levels of involvement. Only the first is available today.

    01
    Live

    Do it yourself

    Free browsable guides, checklists, and practice tests. No signup. Inherited guidance is under audit; verify current requirements with the official agency.

    02
    Roadmap

    DMV.ai prepares it

    Human-backed packet preparation. No named fulfilment owner or capacity exists yet, so this is not available.

    03
    Roadmap

    Have it handled

    Completion through fulfilment partners. Not available.

    DMV.ai performs no real-world filing or agency action today. No mode includes submitting documents or payments to an agency on your behalf, and no outcome is guaranteed.

    Built for trust

    Clear boundaries. Honest labels. An audit in progress.

    Source traceability (Preview)

    Inherited consumer guidance is under audit; source coverage, freshness, and link health vary. Verify current requirements with the official agency.

    No agency action

    DMV.ai performs no real-world filing or agency action today.

    Availability labels

    Live, Preview, Pilot, or Roadmap on the enterprise surfaces and the /trust availability map.

    Free for individuals

    Doing your own DMV task?

    State guides, task workflows, search, and chat are temporarily offline while we complete a privacy and data-handling review. Nothing is collected while they are offline.

    Still available: a free road-rules study aid that runs entirely in your browser. DMV.ai never submits forms or payments for you — you complete every official step with your own state agency.

    Status right now

    • Road rules practice quizRuns in your browser. No signup.Live
    • State guides, search, and chatOffline during a privacy and data-handling review.Preview
    • Filing, payment, or agency contactDMV.ai never does this for you.Roadmap

    Ready to see it on your own volume?

    Submit a business inquiry. The request is stored and email delivery is attempted. No response time is promised. DMV.ai performs no real-world filing or agency action today.

    What submitting does

    1. 1Your request is recorded with the details you provide.
    2. 2An email notification is attempted to the DMV.ai inbox.
    3. 3No response time, filing, payment, or agency action is promised.

    Founder-led, agent-powered

    One founder. Nine specialist AI agents.

    Raj Lahoti leads DMV.ai. The specialist roles below are AI agents supporting engineering, research, growth, design, partnerships, support, and product work — not fictional employees or executives.

    Meet the team
    AI-generated illustration of a collaborative DMV.ai team in an office

    Illustrative AI-generated brand image. It does not depict DMV.ai employees or executives.

    Rules EngineerEngineering agent
    Search ResearcherSEO & content agent
    Social EditorSocial media agent
    Market MapperBusiness development agent
    Experience CriticDesign agent
    Source AuditorData & research agent
    Ecosystem ScoutPartnerships agent
    Support TriageSupport agent
    Product PlannerProduct agent

    Partners & stack

    Built with modern AI infrastructure.

    The platforms and model providers DMV.ai is built, run, and delivered with.

    See the full stack

    Company names and logos are trademarks of their respective owners. Listing a tool we use is not a partnership, endorsement, or certification by that company, and none of these companies endorse DMV.ai. DMV.ai is not affiliated with any government agency.