Technology Stack

Disciplined engineering: enterprise architecture (TOGAF), data pipelines, security by design, and field-tested hardware.

Architecture Pillars

  • Architecture: TOGAF-aligned roadmaps and governance
  • Data: Sensors → models → action (closed-loop control)
  • QA & Safety: Checklists, telemetry, and audits
  • Deployment: From pilot to scale with cost controls
AI: agents, edge, vision Energy: batteries, micro-grids Materials: SIPs, advanced mixes Security: identity, audits, QA
Architecture
TOGAF roadmaps
Data
Pipelines & models
QA & Safety
Checklists & telemetry
Deployment
Pilot → scale

Standards & Methods

  • Enterprise Architecture: TOGAF, value streams, capability maps
  • Quality & Safety: checklists, HAZOP-style reviews, audits
  • Security: identity, logging, least privilege, compliance reviews
  • Data: model registries, reproducible pipelines, validation
Tooling
  • Edge compute (MCUs, SBCs), sensor suites, and gateways
  • AI runtimes (on-device + cloud), vector DBs, and agents
  • Energy sims, bill-of-materials, and cost/QA dashboards