3D CAD generation, automated ERP data entry, real-time MES analytics, predictive maintenance — all driven by open-source LLMs running on your hardware. Your IP, your machines, your data — fully on-premise.
From the design office to the press. Six agent capabilities trained on your standards, your part library, your ERP.
Parametric CAD models, assembly trees, ISO-compliant 2D drawings — generated from a written or spoken brief. Outputs to STEP, DWG, PDF.
FEA setup, mesh generation, load case execution, fatigue assessment. Eurocode and EN/ČSN standards baked in.
Auto-generated routings, BOMs, material certificates, work instructions, deviation reports. Pushes directly to SAP, Helios, IFS.
Tolerance-chain validation, dimensional checking from CMM data, certificate cross-reference, real-time deviation alerting.
Strength × cost × availability search across thousands of grades. Suggests substitutes when stock is low.
G-code generation from CAD, tool-path optimisation, predictive maintenance from machine telemetry, downtime prevention.
One spoken sentence triggers the whole chain. Every step is auditable, replayable, on-prem.
Voice or text spec
Standards + tolerances
Parametric 3D
Strength, fatigue
BOM, routing, drawings
SAP / Helios / IFS
Six concrete patterns we know how to ship for European manufacturing & engineering.
One spoken sentence — “new shaft like the GHB-2200 but 240 mm long, M30 thread” — produces a parametric 3D model, a 2D drawing, an FEA report, and an ERP-ready BOM. Engineers review, not redraw.
Article-master agent reads new part briefs, generates ERP-compliant codes, validates against your numbering rules, and writes back to SAP/Helios — eliminating the most boring data-entry job in the building.
Agents pull machine telemetry, MES events, and quality data into a unified live dashboard. Spot bottlenecks the moment they form — before they become missed deadlines.
Vibration, current, and temperature streams analysed by an on-prem agent. Anomaly > threshold → auto-create maintenance task with the most likely failure mode and recommended part.
Pipeline of orders + machine calendars + staff roster fed to a planning agent. Outputs daily/weekly schedule, flags overload, suggests outsourcing candidates.
Agent OCRs supplier material certs at goods-in, cross-references batch numbers against orders, flags out-of-spec lots before they hit the line.
Manufacturing IP is the company. Outsourcing CAD generation to a US cloud LLM is not on the table for serious engineering shops — and it doesn’t need to be.
Amplitica runs LLaMA 4, Mistral Large 3, or Qwen3 on your own GPU box. Every prompt, every drawing, every FEA result stays inside your perimeter. Air-gapped deployment is the default, not a bolt-on.
The CAD generation pipeline at a glance: spoken brief, parametric model, drawing pack, FEA report, ERP-ready BOM. Every step replayable, every artefact pinned to the run.
All run data shown is illustrative.
Defense suppliers. Automotive Tier-1s. Aerospace machining. Industries where IP leakage is a board-level risk.
Runs disconnected. We ship pre-loaded model weights on signed media for clean-room deployments.
No data crosses borders. Deployment patterns reviewed for export-controlled environments.
Single A6000 or H100 covers a mid-size plant. We size the box with you, no over-provisioning.
We do half-day on-site discovery in Czech Republic, Germany, Slovakia, and Austria. POC running on your data within 2 weeks.