From initial workflow mapping through production deployment — we design, build, and ship custom AI agent systems for mid-market and enterprise engineering teams.
Built for engineering teams in
The Problem
Three failure modes we see on every new engagement — before we fix them.
You paid $200K for a 90-page roadmap that lives in SharePoint. Your internal team has no idea how to execute it. Nothing ships.
Generic AI platforms are built for generic problems. Your procurement process, your data model, your edge cases — those require custom work.
LLM orchestration, tool-use reliability, evaluation frameworks, production monitoring — the depth required isn't in most engineering orgs yet.
How We Work
Three phases. One embedded team. You get a working system — not a slide deck.
We map your target workflow end to end, identify the highest-ROI automation opportunities, define the success criteria, and scope the build. Output: a technical spec and a flat-fee proposal.
Our engineers design the agent architecture, build the tool integrations, implement evaluation harnesses, and ship working software into your infrastructure — not a demo environment.
We hand off a production system with observability, failure handling, and a runbook. Ongoing retainer available for iteration, monitoring, and expanding scope as you see results.
What We Build
Extract, classify, and route structured data from contracts, invoices, compliance documents, and reports — automatically.
Agent-driven orchestration across your internal tools — Jira, Salesforce, NetSuite, Slack — without brittle point-to-point integrations.
Classify inbound requests, retrieve context, draft responses, and escalate edge cases to humans — with full audit trail.
Agents that pull data from multiple sources, synthesize analysis, and generate structured reports on a schedule or on demand.
Qualify leads, enrich records, draft outbound sequences, and update CRM fields based on conversation summaries — without manual entry.
Continuous monitoring of contracts, data pipelines, and system outputs for policy violations — with human review queues for exceptions.
Pricing
We scope before we price. Every project starts with Discovery so you know exactly what you're getting.
From the blog
The difference between a strategy consultant, a systems integrator, and a firm that actually ships working agents.
Read article →The pattern is consistent across industries. Here's what's actually going wrong and how to avoid it.
Read article →Not every automation is equal. These three categories consistently show the fastest time to measurable return.
Read article →A 30-minute scoping call is all it takes to know if we're the right fit.
Book a scoping call