Your engineering knowledge is scattered.
CAD, drawings, PLM, standards, calculations, inspection records, supplier conversations, and past programmes each hold one part of the answer.
We help hardware companies train and deploy custom mechanical-engineering AI models, so their teams can move 10× faster.
YOUR ENGINEERING KNOWLEDGE · YOUR RULES · YOUR DEPLOYMENT
PLAYABLE PRODUCT TOUR
Start with the files and requirements you already have. Orion helps turn them into a reviewable design, a sourced BOM, engineering answers and a drawing change record.
BUILT TO PRODUCTION
THE GAP
Mechanical engineering depends on constraints, trade-offs, company rules, failed approaches, and experience that was never written down. Fine-tuning on documents alone does not recreate that judgment.
CAD, drawings, PLM, standards, calculations, inspection records, supplier conversations, and past programmes each hold one part of the answer.
The files rarely explain why an option failed, what an experienced reviewer checks first, or which unwritten rule matters for this product and customer.
If a model cannot show the source, assumption, calculation, uncertainty, and rule it used, an engineer cannot responsibly approve the result.
Show the source. Show the calculation. Keep company data private. Make uncertainty visible. Keep a qualified person responsible for the final decision.
THE BUILDABLES APPROACH
Design, sourcing and drawing intelligence stay connected to the same engineering package.
Keep model history, engineering context and generated deliverables together.
Keep manufacturer identity, offer data, integration documents and requirement status visible.
Annotate a localized change and preserve the human review decision beside the source.
CONNECT THE CONTEXT. REVIEW THE WORK. KEEP THE EVIDENCE.
ORION MODELS
Orion is a family of specialized models for hardware and industrial work. It learns the language of your products, the rules your team follows, and the reasoning experienced engineers use to reach a decision.
It is not a replacement for CAD, simulation, PLM, or qualified engineering judgment. Orion connects that work, carries context between it, and prepares results an engineer can inspect and approve.
Build a custom OrionDrawings, CAD/STEP, BOMs, standards, calculations, simulation outputs, inspection data, change history, and lessons learned.
Checks constraints, compares alternatives, retrieves the relevant rule, exposes missing information, and explains why a finding matters.
Connects to calculators, retrieval systems, engineering software, computer vision, and controlled workflows where deterministic work is required.
Reviewed examples, preferences, rubrics, edge cases, and approved outcomes make the model more useful for the organization over time.
WHAT ORION CAN HELP WITH
Begin where time is being lost today. Carry the learning into the next workflow when the team is ready.
01 / ENGINEERING LIFECYCLE
Bring the model, drawing, requirement, company rule, past decision, and supplier constraint into one review. Orion checks routine issues, compares options, and prepares evidence for the engineer who owns the decision.
BUILT AROUND REAL ENGINEERING JOBS
Each Orion workflow has a clear input, a bounded job, visible evidence, and a person responsible for the result.
Orion brings the drawing, CAD context, requirements, company standards, past review comments, and supplier constraints into one review. It flags routine issues, explains why they matter, and leaves the final decision with the engineer.
Ask questions across drawings, calculations, specifications, lessons learned, part history, and supplier records. Orion returns the source, the relevant section, and the assumptions behind its answer, not a paragraph you have to trust on faith.
Digitize legacy drawings, compare revisions, locate changed dimensions and notes, check title blocks and BOM consistency, and prepare markups for human review. Useful for product drawings, plant documents, and large drawing sets.
Compare materials, processes, tolerances, lead times, approved parts, and supplier evidence in the same decision. Orion helps teams reuse what already works and spot where a design choice creates unnecessary cost or supply risk.
Use production images, golden references, defect examples, drawings, and quality criteria to build a repeatable visual review. Orion records the finding, confidence, evidence, and next step for a quality engineer to approve.
Apollo connects Orion’s reviewed output to permitted digital actions: create a task, route a change, update a record, request a quotation, notify an owner, or stop and escalate. Consequential actions remain behind policy and approval gates.
HOW ORION IS TRAINED
Most model training rewards the right final answer. Engineering work also depends on the path taken, the evidence used, and knowing when not to answer.
Start with a bounded task: a drawing review, design choice, inspection decision, or factory exception.
Record the evidence considered, checks performed, trade-offs made, rejected options, and missing information.
Experts create examples, corrections, preferences, rubrics, and clear definitions of an acceptable result.
The model learns to retrieve company knowledge, use deterministic tools, show its assumptions, and stop when context is missing.
Engineers test repeatability, source quality, rule adherence, edge cases, and safe failure before deployment.
Corrections and approved outcomes become new training signals while model and workflow versions stay traceable.
THE PRODUCT PAGE WILL OPEN THIS PROCESS IN DETAIL: DATA CREATION, MODEL ADAPTATION, TOOL USE, EVALUATION, DEPLOYMENT, AND VERSION CONTROL.
TWO WAYS TO USE ORION
Large engineering teams can run a custom Orion inside infrastructure they control. Individual engineers and smaller hardware teams will be able to use shared Orion models in the cloud for non-sensitive work, without building an AI stack first.
Choose a starting pointCompany-specific training, private or on-premise deployment, integrations, evaluations, permissions, and support for critical workflows.
Planned usage-based access for engineers and smaller teams building, comparing, or optimizing non-sensitive hardware ideas.
Pick a bounded workflow with real inputs, a clear owner, and an output your engineers already know how to review.
ENGINEERS REMAIN ACCOUNTABLE
Orion can prepare the review, surface the evidence, run permitted checks, and recommend a next step. A qualified person still owns consequential decisions.
4 findings · 3 resolved · 1 needs an owner
Revision C compared with approved Revision B.
Minimum wall thickness points to ENG-STD-041, section 3.2.
5-axis machining proposed. Cost owner approval required.

BRING US ONE ENGINEERING BOTTLENECK
Start with the drawings, decisions, checks, and people behind one valuable workflow.
Talk to our team