Custom AI solutions · operations engineering

Engineers in your building.Automation live inside a month.

We learn how the work really runs, find what it costs you, and ship the first automation inside a month. Then the next one.

FIRST BUILD LIVE · MEDIAN DAY 19
SCAN · DISTRIBUTION FLOOR · MOVE TO RESOLVE
Inside these operations
Insulet
Ameda
Geek Powered Studios
Serview Home Pros
Car Wash Advisory
Caruso & Co
Cold is on the Right
Miller Ross Goldman
Texas Rolling Shutters
TC Tech Systems
Mannapov
Mannapov
TC Tech Systems
Texas Rolling Shutters
Miller Ross Goldman
Cold is on the Right
Caruso & Co
Car Wash Advisory
Serview Home Pros
Geek Powered Studios
Ameda
Insulet
50+
Systems shipped to production
19
Median days to first live build
Faster than a traditional agency
100%
Code and IP owned by you
Where time and money leak

One order, start to finish. Four leaks we found in two days.

This is the order-to-cash path of a real distributor we audited. Every cobalt mark is a leak we found in two days on site.

Order-to-cash process map with four leaks markedQuoteSALES · CRMPurchase orderOPS · ERPReceiveWAREHOUSE · PAPERInvoiceFINANCE · EMAILApprove & payOWNER · INBOXLEAK 1 · RE-KEYEDquote typed again into the ERPLEAK 2 · PAPERreceipts matched by hand, days laterLEAK 3 · INBOXevery invoice over $5k waits for one personLEAK 4 · SIX TRUTHSback-flow: month-end reconcile, six systems, by hand
LEAK 1 · RE-KEYED DATA
14 hrs / week

Quotes, POs, and timesheets typed twice between systems that never learned to talk. The fix is a connection and a match rule, not a platform.

LEAK 2 · PAPER RECEIPTS
9% pick errors

Receipts and pick lists on paper, errors found at the customer. A scan-to-confirm tool on the forklift tablet catches them at the shelf.

LEAK 3 · APPROVALS BY INBOX
3 days → 40 min

The owner is the bottleneck over a threshold. Encode the rule once; only the exceptions reach a human.

LEAK 4 · SIX SYSTEMS, SIX TRUTHS
38 → 0 discrepancies

ERP, CRM, and four spreadsheets each holding a version of inventory. One nightly reconcile, one source of truth.

Recognise one of these? Bring it to a 20-minute call.

Book a call
Case studies

What we built, and what it changed.

All case studies

All four are custom AI solutions: agents and scheduled jobs doing the work inside the client's own systems, handed over running.

14 hrs/wkreturned to a three-person finance team
DISTRIBUTION · INVOICE APPROVAL · LIVE ON DAY 19

Automating invoice approval for a building-products distributor

PO, receipt, and invoice matched by hand across two systems. Now it runs nightly and flags only the 4% that need eyes.

+31%jobs per truck per day, 40-tech HVAC company
FIELD SERVICE · DISPATCH BOARD · LIVE ON DAY 24

Building a live dispatch board for a 40-technician HVAC company

Dispatch lived in one person's head. The board knows every tech, every truck, and every open job in one view.

Dispatch board
0month-end discrepancies, down from 38
MANUFACTURING · INVENTORY SYNC · LIVE ON DAY 17

Syncing six systems into one inventory count for a manufacturer

ERP, CRM, and four spreadsheets each held a version of inventory. One sync; month-end closes in a day.

0.4%pick error rate, 60,000 sq ft fulfillment floor
FULFILLMENT · BARCODE SCANNING · LIVE ON DAY 21

Building a barcode scanning app for a 60,000 sq ft warehouse

Paper pick lists, errors found on delivery. A scan-to-confirm tool on the forklift tablet catches them where they happen.

Warehouse tablet
How an engagement runs

Two calls a week. Everything else shows up in your Slack and your own code accounts.

The model is forward-deployed engineering — an FDE. One engineer inside your operation, reporting to whoever runs it, owning the problem until the number moves.

WEEK 0

Ops audit

Two days on site, at every location the work runs through. We ask leadership what they want, then ask the floor what actually happens.

WEEK 1

Pick the leak

One problem, one number we will move. Scope fits in a paragraph or we cut it.

WEEKS 2–4

Build in the open

Monday plan, Friday review. Every commit is in your GitHub, every decision in your Slack.

WEEK 5+

Run and hand over

Monitored in production. Your team trained. We stay until the number holds.

The people

Engineers on your floor, at every level of the building.

Meet the team
Engineer with a warehouse worker at a packing station
DAY 1 · DISTRIBUTION · PACKING LINE
Maya, with the packing lead

Found the receipt backlog in the first hour. It was in a drawer.

Engineer beside a dispatcher at a desk of job tickets
DAY 2 · FIELD SERVICE · DISPATCH DESK
Priya, with the dispatcher

Forty techs scheduled from a whiteboard and a very good memory.

Engineer with a machine operator on a shop floor
DAY 1 · MANUFACTURING · CNC CELL
Tom, with the cell operator

Six spreadsheets of inventory, one circled column that was always wrong.

Two days on site finds your version of these. It starts with a call.

Book a call
Not ready for a call?

Find out what your leaks cost. Free, no email.

The Leak Score is a self-serve tool: ten questions about how your operation runs, and a first number on what it's leaking every week.

TEN QUESTIONS · TWO MINUTES · NO EMAIL REQUIRED
Price my leaks
FAQ

Common questions

Do you use AI?
Where it earns its place. Document extraction and invoice matching are where it moves a number. Most leaks are fixed with plain integration and a rules engine, and we say so. Where AI belongs we build a custom AI solution: agents and scheduled jobs running inside your own systems, model-agnostic by design.
How fast is the first thing live?
Median is 19 days from the end of the ops audit. The audit itself is two days on site. If the first build can't ship inside five weeks, we scope it down until it can.
Who owns the code?
You do, from the first commit. Everything lives in your GitHub organisation and your cloud account. We have no lock-in and no licence fees.
Who is this for?
Owner-led, operations-heavy businesses: distribution, field service, light manufacturing, logistics. What matters is that the work has real process in it and no engineering team to fix it. Funded startups and PE-backed platforms count.
What happens after launch?
We monitor it in production, train your team, and stay on a light retainer until the number holds for a full quarter. Then you decide whether the next leak is worth fixing.
How does pricing work?
Fixed fee per build, agreed after the audit, tied to the number we said we would move. No hourly billing, no change-order games.