Autonomous
Engineering Compliance
An AI agent that lives inside your CAD environment, continuously monitoring designs and catching compliance violations before they become expensive manufacturing failures.
Not a tool, an agent — Autonomous runtime, not manual activation
Ambient supervision — Continuous monitoring without workflow interruption
Hybrid intelligence — Deterministic rules + AI reasoning
Wall thickness 1.2mm below minimum 2.0mm for CNC
Fillet R1.5 may require custom tooling
Hole spacing meets minimum standards
Three-Layer System
Built on FreeCAD with Python runtime and AI reasoning
Autonomous Runtime
Always-on agent continuously monitors your CAD environment without manual triggers or interruptions to your workflow.
Hybrid Intelligence
Fast deterministic engineering checks combined with OpenAI-powered reasoning for contextual explanations.
Design Memory
Persistent memory system tracks every decision, change, and rationale across your entire design history.
Real-Time Engineering Validation
AECA runs deterministic engineering checks on every design change, instantly flagging violations before you commit to manufacturing.
Lightning Fast
Heuristics engine validates designs in milliseconds, not minutes
AI-Powered Explanations
OpenAI translates technical violations into plain language with fix suggestions
Design Memory
Every decision, change, and rationale preserved across sessions
Five-Tab Agent Interface
Separate window provides real-time feedback without disrupting your CAD workflow
Violations
Real-time issue detection with severity ranking
Explain
AI-powered context and fix suggestions
Memory
Design timeline and decision history
Checks
Live compliance status dashboard
Reports
Automated compliance documentation
Preventing Costly Manufacturing Failures
How AECA catches expensive violations before they reach the shop floor
CNC Bracket Design
Internal fillet too small for standard cutter
Agent flags R2.5mm fillet, suggests R3.2mm for ⌀6.4 endmill
Sheet Metal Enclosure
Bend radius violates material limits
Real-time alert on 2mm bend in 3mm steel, recommends 4mm minimum
Bolted Assembly
Fastener clearance interference
Detects M8 bolt head collision with adjacent part, suggests offset