Enterprise AI for Rivian Engineering
Most enterprise AI tools search the collaboration layer — wikis, chat, shared docs. The data that drives decisions for R2 lives in your PLM, your CAD. Sinequa reaches the systems of record where your engineering knowledge actually lives.
Backed by independent recognition from Gartner, Forrester, and SPARK Matrix™.
$0M
Productivity gains
$0M
Warranty avoidance
$0M
Development savings
Measured over three years.
With Sinequa, our engineers can ask a complex, multi-part question and get a concise answer plus the underlying evidence. That’s a game-changer for design, warranty, and failure analysis.
Oliver Scott Beard Principal Technical Architect – AI Systems, Cummins
In automotive engineering, the answers your teams need aren’t sitting in chat threads and shared folders. They’re in the current revision of a part. The engineering change order. The validation result. The supplier spec. The 30-year-old design decision that still constrains today’s platform.
That knowledge lives in PLM, CAD and engineering drawings, QMS, and ERP — systems of record general-purpose AI tools were never built to reach. And an AI assistant is only as useful as the systems it can actually get inside.
Sinequa reaches the systems of record where your engineering and manufacturing knowledge actually lives — not just the collaboration and office tools your teams talk in.
Rivian designs across Dassault Systèmes 3DEXPERIENCE and references Siemens Teamcenter. That’s where your part histories, BOMs, change orders, and design intent live, the high-value data that makes an engineering answer trustworthy
A connector on a checklist isn’t the same as deep, reliable indexing. The question isn’t “is it supported?”, it’s “can an engineer trust the answer it returns, trace it back to the source revision, and act on it?”
Sinequa indexes 2D/3D CAD and PLM at depth, correlates it with quality and supplier data, and returns answers an engineer can stake a decision on, with full source traceability.
Demos and connector lists rarely surface the differences that decide a real deployment.
PLM, CAD and engineering drawings, QMS, and ERP are core infrastructure. Most platforms can’t effectively pull from the systems where the answers live.
A connector says “supported.” Real indexing means an engineer can trust the answer, trace it to the source, and act on it with confidence.
Cloud, hybrid, on-premise, or fully air-gapped. For IP-sensitive vehicle programs, deployment control isn’t a preference.
Global engineering teams design in one language and build in another. A query in English should surface the right document, whatever language it was authored in.
Part numbers, engineering terminology, and your internal naming. Generic relevance and engineering relevance are not the same thing.
Document-level access controls enforced at query time, across billions of documents, so an answer never exposes what a user isn’t cleared to see.
These requirements are drawn from the patterns we see across the industry’s most complex deployments. Read the State of Enterprise Agentic AI 2026 →
See how Sinequa indexes the systems of record manufacturing knowledge lives in.
Watch how engineering teams query PLM, CAD, QMS, and ERP systems and get answers an engineer can trust. Ready to see it in your environment?
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These aren’t search queries, they’re the multi-step questions your engineers ask every day, where the answer is buried across PLM, CAD, quality, and supplier systems. Each one below shows the question on the left and what Sinequa returns on the right. A quick, reliable answer to any of them saves weeks and real money on an R2-scale program.
Candidates returned with test history, design lineage, and supplier data, in seconds.
Affected BOMs, linked test procedures, and downstream supplier contracts mapped, compliance risks flagged.
Discrepancies surfaced before they become a line-down or a recall.
Ranked, sourced, and traceable, directly relevant to cost-down targets.
Sinequa connects to 200+ enterprise applications and 300+ file formats — including 2D/3D CAD — with no custom coding. Connectors inherit and enforce your existing permissions, so every engineer and every AI agent sees only what they’re authorized to see, with real-time sync.
A conversation about your current build — what’s working, where it’s stalling, and what a native-connector path looks like. Most valuable with your data, AI, and PLM leads together.
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Come with your hardest PLM question. Leave with a real answer.
Trusted by over 2,000 customers across 40 countries.
ChapsVision is a global leader in agentic AI and data solutions. Trusted by over 2,000 customers across 40 countries, ChapsVision delivers industry-specific software solutions powered by agentic AI to meet the complex needs of data-intensive sectors. Its innovative and scalable Data & AI platform is powered by proven technology enablers that accelerate data acquisition, preparation, and analysis.
Driven by significant R&D investments in large-scale data and AI and supported by a targeted strategy of acquisitions and international expansion, ChapsVision has rapidly established itself as the trusted partner in agentic AI for business and government organizations around the world.
