The demo worked. Production didn't.
A prototype impressed everyone, then stalled — no evals, no error handling, no integration with the systems that matter.
We're an AI agent development company that designs, builds, and deploys custom AI agents wired into your real systems — your CRM, your helpdesk, your data warehouse. With evaluation suites that prove they work, deployments your team can operate, and code you own outright at handoff.
A prototype impressed everyone, then stalled — no evals, no error handling, no integration with the systems that matter.
Support tickets, data entry, triage, reporting — high-volume, low-judgment work your best people shouldn't be doing.
The engineering talent is there, but agent architecture, evals, and LLM-ops are a different discipline. We bring the patterns.
An agent that's wrong 5% of the time needs different scaffolding than one that drafts for human review. We build for the actual risk profile.
Concrete deliverables — not a deck and a goodbye.
Support copilots, onboarding agents, research assistants, workflow automation — integrated with your real stack.
Automated evals that measure accuracy and catch regressions — so you know it works before and after every change.
Shipped to your infrastructure with monitoring, logging, and cost tracking from day one.
No black boxes, no vendor lock-in. Full source, documentation, and a 90-day support window after handoff.
A four-step path from the first honest audit to embedded.
Two weeks inside your operation. Workflows mapped, leverage points identified, an honest read of what's worth automating.
A sequenced plan: what to build, in what order, with what guardrails. Tied to outcomes you can measure.
We embed and ship. Real agents, real evaluations, real deployments. Code your team owns at the end.
Hand-off, training, and a 90-day support window. Your team runs the system; we stay reachable.
Customer support copilots, onboarding agents, internal research and drafting assistants, catalog enrichment pipelines, churn-signal systems, and workflow automation. If it's a repeatable workflow touching text, data, or decisions, it's likely a fit.
Yes — support is one of our most common builds. A grounded agent that resolves the routine tickets your docs already answer, deflects safely, and escalates the rest to your team with full context attached. We measure deflection rate and CSAT before and after, so the impact is visible.
Most builds run 6–10 weeks from kickoff to production, including evaluation suites and handoff. Simpler workflow automations ship faster; deeply integrated systems take longer.
We're model-agnostic and pick per use case — weighing accuracy, latency, and cost. The architecture is built so you can swap models as the landscape shifts, without a rebuild.
Yes — outright. Full source, documentation, and training for your team, plus a 90-day support window. Our goal is that you don't need us to operate it.
Every agent ships with an evaluation suite — automated tests against real scenarios from your operation. We measure accuracy before launch, monitor it in production, and design escalation paths for the cases the agent shouldn't handle alone.
Most AI strategy work ends in a slide deck.
Read more AI automationMost of what your team does each week is repeatable: intake, triage, data entry, reporting, follow-ups.
Read more AI integrationThe fastest path to value isn't a new platform — it's AI embedded in the systems your team already lives in.
Read more Chatbot developmentA chatbot that guesses is a liability.
Read more Team trainingTool licenses don't make a workforce AI-fluent.
Read more AI auditTwo weeks inside your operation.
Read moreA 30-minute call. Bring the workflow that's hurting most. We'll tell you, honestly, whether this is the right lever — and where we'd start.