Agents that take real actions in your systems — not chatbots that summarise a document and stop.
When this is the right call
What we build
Agents that read from and write to your actual systems — CRM, ERP, ticketing, email — with explicit permissions and an audit trail of every action taken.
Retrieval pipelines grounded in your documents, with citations back to the source so an answer can always be checked rather than trusted blindly.
Long-running workflows with retries, human approval steps where they matter, and monitoring so a silent failure does not go unnoticed for a week.
Test sets that catch regressions when a prompt or model changes, plus cost and latency budgets enforced in code rather than hoped for.
Typical stack
Good fit
We take on 4-6 clients at a time and turn down work outside our expertise. If this is not the right fit we will say so on the call rather than after the invoice.
Common questions
A focused agent handling one workflow typically ships in 4 to 8 weeks. We usually start with a two-week sprint that produces a working prototype of the highest-impact use case, so you can judge the approach before committing to the full build.
Most agent projects land between $15,000 and $60,000 depending on how many systems it integrates with and how much evaluation work the domain demands. Our cost calculator gives a ballpark in about two minutes.
Whichever fits the task and budget. We build against Claude and OpenAI models most often, and we keep the model behind an interface so switching does not mean rewriting the system.
You do. Full intellectual property transfers to you on final payment, including prompts, evaluation sets, and infrastructure definitions.
Also from us
Your domain expertise is trapped in documents, threads, and the heads of three people. This turns it into something the whole team can query.
When the AI system needs a home — or the problem was never an AI problem — we build the software underneath it.
AI is only as good as the data feeding it. This is the infrastructure underneath — the part nobody demos and everything depends on.