Agentic AI · Automotive Engineering

Agentic AI for the automotive enterprise.

Autonomous systems for the teams who build, make, and service vehicles — engineered for the compliance and scale that global OEMs and their supplier networks run on.

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System FORGE: 01·FORGE
System CABIN: 02·CABIN
System LINE: 03·LINE
System SERVICE: 04·SERVICE

The problem

The vehicle became software. Engineering didn't.

Fragmented toolchains

Requirements in one tool, code in another, test evidence in a spreadsheet. Every release re-proves what the last one already proved.

Compliance as bottleneck

ISO 26262 and ASPICE exist to protect the vehicle, not slow it down. Most teams experience them as the opposite.

Manual triage everywhere

From the plant floor to the service bay, the same pattern repeats: people doing what pattern-matching should do, with less time left for what judgment should do.

Four systems

One agentic architecture, built for how vehicles get built.

TATV FORGE

Engineering Agent Platform

Agents that carry requirements through code, test, and compliance evidence — so engineering teams spend less time on traceability and more on the vehicle.

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TATV CABIN

In-Vehicle Intelligence

Cockpit agents that answer owners in plain language and stay inside the compute and safety budget of the vehicle.

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TATV LINE

Manufacturing & Quality Agents

Plant-floor copilots that catch defects and route root causes before they become a recall.

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TATV SERVICE

After-Sales & Dealer Agents

Service-bay and warranty agents that turn technician notes and telemetry into faster, fairer resolutions.

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Built for OEM-scale engineering

ISO 26262ASPICEISO/SAE 21434AUTOSARMISRA CASIL-rated workflows

Our engineering practices are designed to align with these standards. TATV LABS is not a certification body, and alignment does not constitute formal certification.

How we work

An engagement model built for a founder-led team.

Scope

A short technical assessment of one workflow — traceability, cabin assistant, line inspection, or warranty triage. We'll tell you honestly if agentic AI is the right fit before you commit to anything.

Pilot

A working system on real data from one team or one line, with success criteria set upfront and a human sign-off point built into every agent action.

Scale

Once the pilot earns its keep, we extend it across teams, plants, or markets — same architecture, same compliance posture, no rebuild.

Why tattva

Tattvais Sanskrit for “thatness” — the essential, irreducible nature of a thing. It's the closest word we found for how engineering should work: start from what a system actually is and actually needs, not from what's fashionable to bolt onto it.

Let's talk about your engineering bottleneck.

One conversation, direct with the people building the system — not a sales queue.

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