AI agents that do real work inside your systems.
We design, build and run assistants that read your data, call your tools and ask for approval before anything leaves the building.
Your team copies data between tools all day.
Invoices, tickets, CRM updates and reports eat hours that should go to customers. Off-the-shelf chatbots don’t know your data and can’t be trusted to act.
Agents for the jobs that slow you down.
Finance agents
Overdue invoices, payment matching and reminder drafts.
Support copilots
Answers from your docs with links to sources.
Ops automations
Multi-step workflows across email, Slack and your CRM.
Internal search (RAG)
One place to ask questions across company knowledge.
Document processing
Extract, validate and file data from PDFs and forms.
Agent evaluation
Test suites that catch wrong answers before release.
4–8 weeks for a first agent in production, then monthly improvements.
Tech lead, AI engineer, backend engineer, QA. Same people from kickoff to launch.
TypeScript, Python, Postgres + pgvector, Claude and OpenAI models, your existing APIs.
From one workflow to a trusted agent.
Pick the workflow
We map one high-volume task and its rules.
Prototype in a week
A working agent on your sample data, demoed Thursday.
Guardrails & evals
Approvals, permissions, logging and test sets.
Launch & tune
Production rollout with weekly accuracy reports.
Your data stays yours.
Models never train on your data. Every action is logged, sensitive steps need human approval, and you can switch model providers without a rewrite.
Straight answers.
Which models do you use?
We pick per task, usually Claude or GPT models, and keep the provider swappable.
Can the agent act without approval?
Only where you allow it. Anything that sends, pays or deletes waits for a person by default.
How do you measure accuracy?
Every agent ships with an evaluation set built from your real cases, run on every change and reported weekly.
Do you host it or do we?
It runs in your cloud account, with your model API keys. We can operate it for you on a retainer.
Start your next build this month.
A 30-minute call with a senior engineer. You leave with a clear next step.