AI strategy & implementation
AI strategy that ships
We help teams design AI workflows, build agent pipelines, and ship production code — not slide decks.
What we do
What we do
Most teams know they should use AI. Few know what to automate, what to skip, and how to ship something that actually runs in production. We close that gap — from workflow design through agent builds to live systems.
How we work
How we work
Strategy before code
We map what to automate, what to leave alone, and why — before writing a line of production code.
Production, not hype
We ship real systems that run in production. No vanity demos, no slide decks that never become software.
End-to-end ownership
Agents, backend, frontend, and UX in one thread. No handoff gaps between strategy and delivery.
Built to last
Architecture and workflows designed so the next developer can maintain and extend what we ship.
What we offer
What we offer
Productized entry points for teams at different stages — from clarity to shipped pipelines.
AI Workflow Audit
Map your processes, identify what to automate (and what to leave alone), and recommend agent architecture.
Agent & Pipeline Build
LangChain, MCP, and custom agents that do real work — scoped as focused 2–4 week sprints.
Ongoing Implementation
Retained build capacity as your AI systems evolve — strategy and shipping in one relationship.
Proof we ship
Proof we ship
We don't just advise — we build. Our open-source tools and client work are how we stay sharp and how you can verify we ship.
Client delivery
38+ production projects shipped — 8,400+ hours of full-stack and AI integration work.
AGN CLI
A small coding agent we built and use daily — inspectable, production-minded agent work.
View on GitHub →Vortex
Context engineering for AI agents — how we think about knowledge pipelines.
View on GitHub →Not sure where to start with AI?
Book a free 30-minute workflow review. We'll map one process and tell you honestly what's worth automating.