Work / 01

Selected engagements.

Most of the value is hiding in plain sight — in quotes, emails, specs, and the people who have been doing the work for twenty years. Here is what that looks like in practice.

/ 01

A packaging leader, learning from 20 years of its own quotes.

We took two decades of pricing, specs, and supplier correspondence and turned it into a quoting copilot used daily by the estimating team. First working agent in week three.

Manufacturing

2026

Read case
/ 02

Turning a century of supplier data into a pricing copilot.

Should-cost intelligence on top of historical purchase orders, RFQs, and commodity indices — surfacing where a supplier quote really sits versus what the part should cost.

Supply chain

2026

Read case
/ 03

An SME's first AI team — in 90 days.

An embedded engagement: senior AI engineers alongside the operators. Ninety days, three production agents, and an internal team trained to run them after we left.

Operations

2026

Read case
/ 02Method

A small team. Real problems. No theatre.

Start with the data, not the demo.

We map what a business already has before we propose anything. Most of the value is hiding in plain sight.

Ship in weeks, not quarters.

First working agent inside thirty days. No six-month discovery phases. We put a useful tool in your hands fast and improve it every week after that.

Open where we can be.

Our core tooling is open source. You are never locked in, never held hostage, and never paying for the privilege of owning your own workflow.

☉ Start a conversation

Tired of being told AI isn't for you? Let's talk.

Tell us about the problem you are trying to solve. We reply to everything within 48 hours.