How We Build
Product realization is a chain: sensing, software, data, and manufacturing. We keep the whole chain in one team — so a small crew ships what used to take a department, without giving up security or traceability.
Sensors & Edge Hardware
Selecting, integrating, and ruggedizing the sensors that let a product see and measure — then getting that data off the device reliably.
- —Sensor selection & integration
- —Telemetry & connectivity
- —Field-hardened packaging
AI-Native Platforms
Web platforms, dashboards, and LLM-powered agents built on a modern TypeScript stack — the intelligence layer that turns sensor data into decisions.
- —Next.js + TypeScript
- —LLM agents & automation
- —Live dashboards & alerting
Postgres + Secure Cloud
One battle-tested relational core with authentication and storage built in — access control enforced at the database layer, hosted on US-region infrastructure.
- —Row-level security, deny-by-default
- —Append-only audit logging
- —US-region data residency
Print-to-Part Pipeline
From drawing to delivered part: DFM review, supplier selection across CNC, additive, and casting, then first articles and quality documentation.
- —DFM review & quoting
- —Qualified supplier network
- —First-article inspection & traceability
Build-Test-Learn Loops
Rapid iterations with instrumented test articles — validating in the real environments a product has to survive before committing to tooling.
- —Rapid prototype builds
- —Instrumented field trials
- —Design iteration cycles
Production Lines & Automation
We've stood up production lines and built the automation equipment that runs them — line design, machine integration, quality systems, and commissioning through to rate.
- —Production line design & build
- —Custom automation & controls
- —Quality systems & traceability
Opinionated Where It Counts
Sensor to Cloud, One Team
Hardware, firmware, software, and manufacturing decisions made together — so the product works as a system instead of a handoff chain between vendors.
AI-Native, Not AI-Bolted-On
We build with AI in the engineering loop and design products that assume intelligent automation from day one — not as a feature retrofitted later.
Security & Traceability by Default
Access control enforced where the data lives, audit trails on every mutation, and manufacturing traceability from billet to delivered part. Defense-grade habits, applied everywhere.
Operators First
Everything we ship is built by people who run businesses on these exact systems and carry products into real markets — so the work fits how the field actually operates.
Want the technical version?
Bring us a part print, a sensor problem, or an idea on a napkin — we'll walk you through exactly how we'd take it to market.
Start a Conversation