Every week you and your team spend hours on routine work. You see what AI can do and you want that working for you.
Custom skills, plugins, MCP servers for Claude and ChatGPT, fully automated n8n workflows, and FastAPI applications are what it takes to run your AI-native business.
Unlocking your organization's full potential requires context engineering, connecting AI to the tools you already use so it reliably does the work.
For a medium sized business, I integrated a scattered Microsoft 365 setup with AI that runs their weekly team meeting end to end.
The hard part is pulling the right context, connecting the right tools, and producing output the team trusts every time.
Now they own a system that builds their agenda, captures the full discussion, and files new tasks in MS Planner.
As lead developer I architected the Python backend behind an academic writing AI. My team and I took it from prototype to production, past 50,000 monthly active users.
The heart of it was the research engine. A web of APIs was wired together and ran every result through layers of filtering and AI curation, so each paper drew on only the strongest, most relevant sources.
A multiplayer RPG where a team of AI agents narrates and builds the story in real time, driving the plot, summarizing to hold the lore, and spawning assets to paint the world as it unfolds, each anchored to the same shared game state. The story holds together across hours of open-ended play.
FastAPI orchestrates the agents, a Lua frontend renders the world, an n8n pipeline talks to illustrators on the fly.
Consultation
The place to start when you want clarity first.
In one working session we map your workflows end to end, pinpoint where AI pays off, and you leave with a plan ranking the highest-impact automations.
Book a callProject
For when you already know what you want built.
We scope it together, then wire AI through one process end to end, running in production inside the tools you already use, delivered to a defined outcome and finish.
Start a projectPartnership
For making AI part of how the whole business runs.
We work process by process across the company, each one scoped and delivered like a project, with continuous rollout, upkeep, and priority access as your needs grow.
Let's talk