Flowing data, clear decisions.
We design and ship AI systems — agents, custom models, and automations — that help small teams operate like large ones.
Six ways we put AI to work.
Start with a one-off strategy engagement or go straight to a managed build. Either way we scope it, ship it, and run it — with monitoring, guardrails, and proof it's working.
Business results, not research papers.
From call to live in 6 weeks.
Four stages. No month-long discovery phases, no slide decks you'll never read. We scope small, ship weekly, and measure everything.
What's in every engagement.
The same six commitments come with every project, no matter which service you book. They're the answer to most "what if…" questions before you ask them.
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Free 30-minute scoping call
Bring the goal and the constraints. We tell you whether it's a fit, what the build looks like, and roughly what it costs — before any paperwork.
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Written scope before any code
Fixed deliverables, locked timeline, no scope-creep tax. If anything changes mid-project, we tell you why and what it costs — before we touch the work.
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Weekly demo or async update
You always know what we shipped this week, what's blocking, and what's coming next. No status-meeting theatre — just the work.
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All code & prompts in your git
Your infra, your credentials, your IP. We work in your repo, not a black-box ours. Take it in-house any time with full documentation.
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Monitoring + budget alerts day one
Every system ships with cost dashboards and Slack alerts before it sees real traffic. Token bills can't surprise you mid-month.
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Retire-anytime clause
Every retainer has a 30-day off-ramp. We hand over docs, transfer ownership, and walk. No lock-in disguised as a contract.
How we operate.
Six rules that haven't changed since we started. They explain most of our no's — and most of our results.
Strategy first, code second.
Most AI projects fail because nobody scoped them properly. We won't write a line until we know what's worth building.
No demo-ware in production.
If a system can't survive a real user, a real CISO, and a real failure, we don't ship it. Every build goes through the hardening pass.
Boring tech where it counts.
Anthropic, OpenAI, Vercel, Supabase, n8n, Postgres — the stable, well-supported stack. We save experimental bets for non-critical paths.
Cost is a feature.
Every system ships with monitoring, budget alerts, and a quarterly review. Hidden token bills are a failure mode, not a side effect.
You own everything.
Prompts, code, pipelines — all yours, in your git, on your infra. We run it on MRR; you can take it in-house any time with full docs.
Honest scopes.
If we don't think it'll work, we tell you on the call. No 8-week engagement to confirm what we could've said in 30 minutes.
Ready to get started?
30-minute call. No deck. Bring a workflow you'd love to get rid of — we'll tell you if we can help, what it would cost, and how fast it would ship.