We Build AI That Delivers ROI
Not Just Demos
We embed a dedicated AI engineer in your organization to build custom agents for your actual workflows — tested against your real data, hardened for compliance, and designed to hold up long after launch.
A workflow tool with a prompt attached isn't engineering—it's a demo.
Someone strings together a workflow tool and a language model, records a 90-second demo, and calls it “AI automation.” Then it meets your actual data, your edge cases, your compliance requirements—and it falls apart.
No Debugging
No way to debug it, no way to test individual pieces.
Fragile Systems
It works on camera. Then it meets your real data and falls apart.
Zero Observability
No one who can fix it when the person who built it moves on.
No Compliance
Compliance requirements ignored until they become blockers.
We embed an AI engineer inside your organization.
A dedicated AI engineer and part-time product manager map your actual workflows, identify high-value automation opportunities, and build custom AI agents designed for how your business really operates.
Explicit State Management
Agents with clear state machines, not spaghetti prompt chains. Every transition is logged and observable.
Full Observability
When something goes wrong, you know why. Every component instrumented, every decision traced.
Secure & Compliant
Isolated credentials, real data evaluation, compliance guardrails built in from day one.
Human-in-the-Loop
Checkpoints for human approval where they matter. Your team stays in control of critical decisions.
Full Source Code Handoff
Everything runs in your environment. No vendor lock-in. No black boxes. Your code, your infrastructure.
Built to Fail Gracefully
Every component designed for resilience. Graceful degradation, retry logic, and clear error boundaries.
This might be you if...
We work best with organizations that have real workflows worth automating and care about production quality, not just demos.
Let's talk about your use caseYou've tried AI tools that didn't stick
Your team is drowning in repetitive work, but your processes are too specific for off-the-shelf
You don't have in-house AI expertise and don't want to build a team from scratch
You want AI that integrates with your systems and stays in your environment
A proven process, not a blank page.
Discovery Sprint
We interview your team, shadow workflows, and identify the highest-value automation opportunities.
Build & Iterate
Starting from our accelerator kit — proven production patterns. We design, build, and evaluate custom AI agents with full observability.
Handoff
We document everything and train your team to maintain and extend what we've built. Or we stick around — your call.
Production AI, not demos.
Customer Service AIBuilt a production customer service AI to replace their Zendesk bot. The difference wasn't more sophisticated models — it was mapping their actual support workflows, building guardrails for compliance edge cases, and instrumenting everything so they can see exactly what's happening.
Evaluated against their real support data before going live.
Operations AICurrently building production AI for their operations team — observable, durable workflows with human-in-the-loop approvals, integrated with their existing tooling.
Observable, durable workflows with human-in-the-loop approvals.
Let's build AI that actually works in production.
We'll start with a conversation about your workflows, your pain points, and where AI can genuinely make a difference. No sales pitch.
Happy to connect you with current clients for reference.