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Automotive AI & Analytics Services

AI grounded in how vehicles actually behave. Predict failures, cut warranty costs, and turn diagnostic data you already collect into decisions.

01|AI & Analytics

Catch failures before they reach the customer.

We build predictive AI and GenAI copilots on the diagnostic, sensor, and warranty data your vehicles already produce, to predict failures, find root causes faster, and turn data you already collect into decisions you're measured on.

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Automakers sit on enormous volumes of diagnostics, warranty, and telematics data, and still find out about failures late, pay warranty costs they could have avoided, and chase quality issues they could have caught upstream.

02|Why now

You're already collecting the data. It isn't working for you yet.

Artificial Intelligence changes that, but only if it's grounded in how vehicles actually behave. We build that AI.

  • Fewer failures, caught before they reach the customer
  • Lower warranty costs and faster root-cause analysis
  • Better vehicle quality from data you already have
03|How we help

What we build to get you there.

Predictive maintenance & failure prediction

Models that flag failures before they happen, so problems get caught before the customer ever sees them.

Anomaly detection

Detection across ECUs and vehicle systems, surfacing the behavior that doesn't fit before it becomes a failure.

Generative AI copilots

LLM-based copilots for diagnostics engineers and service technicians, answering questions in plain language and guiding them through repairs faster.

Warranty analytics & root-cause detection

AI that finds the root cause faster and cuts the warranty costs tied to issues you could have seen upstream.

Vehicle health & quality scorecards

Quality scorecards built from DTCs, sensor, and service data, showing which vehicles have problems and where.

04|Why us

Our AI is grounded in the vehicle, not a spreadsheet.

AI is at the heart of what we build.

We understand the vehicle and the data equally well.

We turn data you already collect into outcomes you're measured on.

05|The stack

The layer where the data finally pays off.

AI is only as good as the data underneath it. Because we also build the embedded layer that reads the vehicle and the cloud platform that processes it, our models run on clean, complete signal.

01

Connected Vehicle Engineering

Where the data comes from in the first place.

02

Cybersecurity

We secure the data and the applications on top.

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03

Cloud & Data Platforms

The platform and APIs we secure on AWS.

06|FAQ

Got Questions?
We have answers

Every brand has a story, our process is designed to uncover it, shape it, and share it with the world.

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Yes. Diagnostics, warranty claims, repair orders, and telematics you already store are usually enough to start — we build the pipeline that makes them usable.

Ours is trained on how vehicles actually fail, not on manuals. We build the embedded and cloud layers too, so the models run on clean, complete signal.

Failure prediction, quality scoring by model line, anomaly detection across ECUs, warranty root-cause analysis, and guided repair for technicians.

No. If the platform isn't there yet we build it as part of the engagement, because it's the same team either way.

Yes. We build GenAI copilots that answer in plain language and walk technicians through the repair that actually worked on that model.

Yes. Take the AI layer alone, or pair it with the embedded and cloud layers that feed it.

You do. Models, training pipelines, and data stay in your accounts, documented and owned by your team.

Turn your vehicle data into decisions.

Tell us what data you're collecting and what you need it to tell you. We'll map the build.

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