Architecture for systems that outgrow their first version.
A specialist team building production AI systems, complex platforms, and the architecture underneath them — from SaaS products to urban-scale systems. Claude, GPT, and other agents in production, not just in demos.
What we build
Senior-level architecture and hands-on delivery, scoped around outcomes — not headcount.
AI & agent implementation
Agentic systems, MCP tooling, and multi-model workflows — Claude, GPT, and others — built for production reliability.
Digital twin development
Urban visualization and monitoring, from single buildings to national scale.
Geospatial systems
GIS integration and spatial pipelines that stay fast as the data grows.
SaaS MVP architecture
Lean founder builds with an architecture that survives success.
Review & strategy
Audits, scalability assessments, and a second opinion before you commit.
Tooling & automation
Dashboards and automation that remove the manual work your team has normalized.
How we work
Scope
A short paid discovery. Outcome defined, not a feature list.
Architect
Decisions on paper before code — trade-offs explicit and reviewable.
Build
Senior hands-on delivery. Weekly working software, not status decks.
Hand over
Docs, training, clean exits. No lock-in by design.
Small by design
A small, senior team: a decade of combined systems architecture experience and 40+ launches behind every engagement. No junior hand-offs, no outsourced delivery — the people who scope the work are the people who build it.
Contact
Tell us what you're building and where it hurts. We reply to every serious inquiry.