How is this different from hiring an agency?
One person, accountable, hands on the keyboard. The studio is small on purpose — no subcontractors, no offshore handoffs, no slide decks. I take fewer clients than I could so the ones I have keep getting better service.
What is cardinal?
cardinal is the studio's in-house agentic workflow engine — the reusable substrate every project builds on. The agents, the orchestration, the guardrails, the evals, the memory. You don't need to know how it works under the hood; you feel it as software that doesn't break, agents that don't hallucinate, and workflows that quietly get better month over month.
Why three pipelines instead of one big offering?
Each pipeline is a productized way the engine ships value, with its own predictable scope and timeline. Most clients start with one — usually web or automation — and add the next when they feel the first one work. You're never buying something you don't need, and you're never locked in to a bundle.
I don't know what's worth automating yet — can you help with that?
That is most of the first conversation. I will usually spot two or three high-leverage things in the first call and give you an honest read on what is worth doing and what is not.
Will this lock me in to your tools?
No. Everything I build runs on systems you control, with documentation your team can read. cardinal is the engine I bring; the work I deliver is yours. If we ever part ways, you get the keys, the docs, and a clean handover.
How long does it take?
Two weeks to something real and live on your data. Bigger rollouts are scoped from there. I do not disappear into six-month builds.
Will my data be safe?
Yes. I work with what you control. Nothing leaves your systems unless you say so, and sensitive workloads stay on your infrastructure.
What does it cost?
Depends on scope and which pipeline. The first call is free, the second is too if it helps. I quote in fixed scopes once we know what we are doing — never by the hour, never with surprise invoices.