Custom agent development
Production AI agents tailored to your highest-volume workflows, wired to the systems your team already uses.
We automate the work your team shouldn’t do.
We're a senior team of engineers, building AI agents and integrations. Our tools are tailored to your highest-volume workflows and wired to the systems your team already uses.
— What we do
Six ways we put AI to work.
LLM integration
We bring language models into the tools where work actually happens such as your inbox, CRM, docs, chat, making the adoption invisible and immediate.
Document processing pipelines
Turn unstructured PDFs, forms, and email into structured, validated data.
RAG over internal docs
Answer engines grounded in your handbooks, contracts, and tickets. Complete with citations, incremental updates and security policies
Internal developer tooling
Scripts, dashboards, and copilots that remove the boilerplate work your engineers should never be doing by hand.
Custom MCP servers
Standards-based connectors that expose your systems to any agent.
— How we work
Three phases:
Audit
We map your manual handoffs and rank workflows by volume, cost, and readiness, giving you a prioritized roadmap in weeks.
Build
We design and ship agents on your stack, with everything wired to real systems with evals and guardrails.
Operate
We instrument every run, watch for drift, and tune continuously. You see what is working in one place and own the system in the end.
— Our operating principles
01
Outcomes over demos
We measure success by hours returned and errors removed instead of by how impressive the prototype looked during a demo.
02
Your stack, your data
We build on the systems you already run and keep your data where it belongs, while putting great care into avoiding lock-ins.
03
Humans in the loop
Automation should escalate, not overreach. We design clear handoffs and confidence thresholds from day one.
04
You own the system
Code, connectors, and documentation are yours. We are happy to operate it and just as happy to hand it over.
— Your stack
Built on the tools you already run.
We integrate with your systems of record and your model providers, putting great care into avoiding lock-ins. You own the code and the connectors at the end.
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Find your first automation in 45 minutes.
Bring one time-consuming workflow you'd want automated. We’ll analyze it live and tell you exactly what it takes to ship.
Book a working session