LoomLab Development Roadmap
From electrical digital twin foundation to full lifecycle platform
Early Access • Production Testing
LoomLab's electrical digital twin foundation is complete and operational. Core workflows are live and in production testing with engineering teams. The platform delivers a functional, performant electrical system model that evolves across design, validation, manufacturing, and future operational stages.
Design Canvas Foundation — Working
A modern, GPU-accelerated canvas built specifically for complex harness layouts.
- Canvas Engine – Full support for zoom, pan, selection, and high-performance rendering
- Component Library v0.1 – Early catalog with connectors, nodes, and mounting elements
- Component Placement – Click-to-place is stable; drag-and-drop is under active development
- Canvas Metrics & Debug Tools – Real-time canvas inspection for engineering QA
- YAML Import / Export – Reliable project interchange for versioning and AI-assisted workflows
- Net Management System – Create, name, and track nets across components and conductors
- Routing Architecture—internal system for conductor path planning, bend logic, and constraint management
- CAN + HV Architecture Modeling – Early schema support for multi-bus, multi-voltage systems
Status: Production testing foundation validated and progressing toward full routing intelligence.
Production Testing — Real Canvas Output
Interactive Design Canvas
The interactive canvas is operational and in production testing with engineering teams.
Core Features
- • High-performance zoom & pan with no lag across large harness diagrams
- • Component selection & manipulation with precise control
- • Basic placement workflows for building early harness sketches
- • Net creation and visualization through clean, structured data models
In Progress
- • Drag + Drop with Snap-To-Grid for faster layout workflows
- • Routing Architecture—internal system for conductor path planning, bend logic, and constraint management
Production Testing — Component Selection Working
Planned for Next Release
- • Intelligent Routing Engine
- • Automatic conductor routing
- • Collision + intersection detection
- • Bend constraints and manufacturability rules
- • Professional layout optimization for dense harnesses
Real-Time Validation Engine
A central pillar of LoomLab: live engineering validation as you design. Core validation is operational; enhanced coverage in development.
Under Development
Ampacity Calculations
Real-time current-carrying capacity checks per conductor, including temperature rise and bundling effects.
Voltage Drop Simulation
Automated end-to-end voltage drop analysis based on conductor length, load, and design parameters.
Planned Post-Beta
EMI / EMC Compliance Framework
Crosstalk prediction, shielding rules, and proximity constraints.
Status: Core validation operational; enhanced coverage in development.
Production Testing — Design Canvas Operational
Manufacturing Documentation
BOM and cut list generation are operational. We're expanding manufacturing documentation capabilities based on workshop feedback.
Planned Deliverables
- Automatic Bill of Materials (BOM)
Quantities, part numbers, terminals, tooling, and inventory integration. - Wire Cut Lists
Accurate lengths, gauges, start/end pin data, and conductor metadata. - Assembly Instructions
Step-by-step manufacturing workflow with routing, branching, and connector orientation.
Status: BOM and cut lists operational; assembly instructions in development.
Production Testing — Export Menu Working
Target Applications
LoomLab is purpose-built for markets where reliability, weight, validation, and documentation standards are critical
High-Performance Racing
Full-vehicle electrical digital twin supporting high-density Autosport connectors, CANbus integration, and sensor networks.
Target: 200+ conductors; reduce engineering cycle time by 50%
Marine Autonomous Systems (ROV/AUV/USV)
Robust power, signal, and NMEA2000 architectures with focus on subsea-grade connectors and waterproof routing constraints.
Our Competitive Moat
Aerospace & Advanced Robotics
Lightweight and redundant electrical system digital twin with precise validation, EMI shielding rules, and weight optimization models.
Long-Term Goal: Route-weight optimization and redundancy validation for safety-critical systems
Development Progress
Now — Production Testing
Design, build, validate workflows operational. Core platform in active use with engineering teams.
Operational Features:
- Design Canvas & Templates
- Component Library
- BOM & Cut List Generation
- Validation Engine (core)
Next
Collaboration and enhanced analysis.
Planned Features:
- Multi-user collaboration
- Enhanced physics analysis
- Advanced manufacturing documentation
- Expanded validation rules
- Expanded component library with automotive, marine, and aerospace profiles
Next Major Milestone: Enhanced collaboration and validation coverage.
Later
Advanced features and integrations.
Future Vision:
- 3D routing tools compatible with motorsport, aerospace and robotics packaging
- Advanced EMI/EMC compliance engine
- Digital twin integration for full lifecycle management
- Cloud workflows, inventory integration, test-bench interfaces, and CAN diagnostics
- AI-assisted auto-routing and anomaly detection
Ready to shape the future of electrical digital twins?
Join our early access program and help guide the next generation of electrical digital twin platform.