We turn operational data into systems that run better.

NavierSolva

In private beta

Computational fluid dynamics with an assistant in the loop.

CFD answers questions about flow, heat and pressure that a test rig cannot reach cheaply. The cost is expertise: preparing geometry, building a mesh that holds up, choosing solver settings, and reading what comes back. NavierSolva puts an AI assistant alongside each of those steps, so an engineer who knows the physics does not also have to be a specialist in the toolchain.

• Geometry and meshingImport CAD, clean it up, and generate a mesh with the quality checks reported before the run rather than after it.
• Guided case setupBoundary conditions, turbulence model and solver settings proposed from a description of the problem, each choice explained rather than buried in a preset.
• Solve and monitorResiduals and convergence stay in view while a case runs, so a diverging solution is caught early instead of at the end.
• Results and reportingFields, plots and a written reading of what the run shows, exported as a report rather than a folder of images.

CADVector

Internal engine

Specification in, parametric geometry out.

Converts natural language and structured specification into parametric 3D geometry. It runs on a curated, quality-ranked corpus of several hundred thousand design examples, with a retrieval and generation architecture that resolves a specification into working geometry through a live service rather than a research notebook.

• Spec to geometryDescribe a part in words or structured parameters and get parametric geometry back, not a mesh nobody can edit afterwards.
• Ranked example corpusSeveral hundred thousand design examples, curated and quality ranked, so retrieval has something worth retrieving.
• Component graphDiscrete parts, spatial relationships and candidate articulation points read out of an assembly.
• Live serviceRuns behind an API as a generation service, so it can sit inside a pipeline instead of beside one.

SupplyAtlas

Working product

Who makes what in America, and who they can supply.

Industrial sourcing still runs on directories that only contain companies which listed themselves, and which record what a company is rather than what it can actually do. SupplyAtlas maps US manufacturers and the capabilities behind them, so a buyer can ask a real question and get ranked answers back, each one carrying the reason it fits.

• Solar analysisA panel traced through its bill of materials, cell to frame, showing what is sourceable domestically and where the gaps sit against the content thresholds a project has to meet.
• Supply chain analysisEnter a product, see it broken into its components and processes, and see which companies can supply each one.
• Local alternativesName a foreign supplier or product. Agents identify the product type and codes, then score and rank domestic manufacturers by fit.
• Industry network mapSector supply chains mapped from inputs and raw production through components and machinery to end markets.

SourraAI

Working product

Answers from your documents, with the source attached.

Hybrid dense and lexical retrieval over technical documentation. Answers are grounded in and cited to the source passage, access is enforced at retrieval time rather than filtered afterwards, and the engine declines to answer when the retrieved context is not enough. It does not paraphrase and it does not invent.

• Hybrid retrievalDense and lexical search together, because neither alone reliably finds what a technician actually asked for.
• Cited answersEvery answer carries the passage it came from, so it can be checked against the manual rather than trusted.
• Role-aware accessFiltering applied at retrieval time, so nobody is shown a citation to a document they are not cleared to open.
• Explicit refusalWhen the retrieved context is insufficient it says so, instead of closing the gap with something plausible.

StructifyIQ

Working product

Documents in, structured records out.

A schema-driven extraction engine, OCR together with language models, that reads long unstructured documents and returns records matching a schema you define. It runs at production scale today against utility and gas contract paperwork.

• Schema drivenYou define the fields. The engine fills what the document supports and leaves the rest empty rather than guessing.
• Scanned documentsOCR and layout handling, so photographed and scanned paperwork is in scope, not only clean digital text.
• Utility and contractsIn production on utility and gas contract documents, where the numbers matter and the formats never settle.
• Production scaleRunning against real document volume rather than a curated pilot corpus.

ExergyMx

In private beta

Energy assessment for manufacturers, with the arithmetic shown.

Most plants know their utility bill and very little underneath it. ExergyMx walks a facility team through an assessment the way an engineer would run it: what to measure, where to measure it, and what the numbers mean once they are in. Every calculation stays visible, so a result can be checked rather than taken on faith.

• Guided walkthroughSystem by system prompts for compressed air, motors and drives, process heat, lighting and HVAC, each asking for the data it needs and nothing else.
• Calculation libraryLoad factors, run hours, efficiency and payback worked out in the open, with the assumption printed next to every figure it produced.
• Metered baselineFindings set against measured consumption, so what changes afterwards is measured too rather than estimated.
• Report outputAn assessment document with findings, calculations and next steps, in a shape you can hand to whoever signs off on it.

FactoryVision

Working product

Sees the floor, writes the procedure.

Automated visual identification of components and processes on a factory floor, and structured procedure authoring from that analysis. Deployed for industrial facility documentation, where the alternative is somebody walking the plant with a clipboard and a camera.

• Component recognitionIdentifies equipment and process steps from imagery of the floor itself.
• Procedure authoringTurns that analysis into a structured, reviewable SOP rather than a folder of captioned photographs.
• Review consoleA reviewer corrects and approves what was identified before any of it is published.
• Facility documentationBuilt for keeping plant documentation current as the floor actually changes.