One mesh, many fronts
Our products share a common intent graph, so insights from a jobsite, a training sim, or a finance dashboard can reinforce each other without brittle integrations.
We build a family of products that align decisions, tools, and people around clear intent. From field diagnostics to AI safety layers to microfactory ops, everything connects through the mesh.
Our products share a common intent graph, so insights from a jobsite, a training sim, or a finance dashboard can reinforce each other without brittle integrations.
We do not host proprietary manufacturer IP (like elevator fault codes). Instead we encode workflow logic, open standards, and field-proven procedures.
We ship AI that protects cognition with guardrails against manipulation, clear provenance, and explainable advice over raw outputs.
Real products. Real edge cases. No placeholders.
A legal-clean, AI-augmented diagnostic workflow for vertical transportation and other trades, built on symptoms, sensors, and standards.
Apprenticeship training that teaches systems thinking with simulations, ladder logic, and micro-assessments with offline support.
Visual OS for artifacts and decisions, tracing objectives, constraints, and changes across files and teams.
AI guidance for builders, with prompts, planning, and reasoning scaffolds that teach while you ship.
Interactive idea engine for recursive exploration, validation, and pathfinding for high-leverage concepts.
Tooling for localized manufacturing, covering configuration, QA, and digital twin alignment across parts and processes.
On-site assistant for trades with context-aware checklists, standards, and symptom trees, offline first.
Lean market intelligence tuned for builders, focusing on signals over noise and decisions over dashboards.
No proprietary fault codes or stolen IP. We work from open standards, physics, and experience, so partners sleep at night.
Anti-manipulation guardrails and transparent reasoning. AI that strengthens judgment, not replaces it.
Offline modes, low-friction UX, and battle-tested flows for noisy jobsites and real deadlines.
Shared intent graph and clean APIs, where each product stands alone and compounds together.
Real data, meaningful outputs, shipping discipline. Pretty without purpose does not ship here.
We move fast without breaking the law, the customer, or the craft.
Partnerships, pilots, or just a sharp conversation. If the mission is ambitious and practical, we are in.
By contacting us, you agree we may respond and keep your message to provide service. We do not sell your data.