
- The problem
- A growing brand deciding on instinct: revenue arriving across several channels, with no dependable read on which products or cohorts were producing it.
- What we did
- We built a two-agent system over their Shopify, marketplace and CRM data: one keeps it business-ready, the other answers questions with citations.
- What changed
- Between $650K and $1.1M in opportunities surfaced in five weeks, and questions that used to take three analysts hours now come back in under a minute.
More of the work

Design and manufacturing
Removing the throughput ceiling
- Design rules captured, drawings generated
- Hundreds of clicks cut per drawing

Professional training
Billing that stopped scaling with headcount
Days → hoursInvoice preparation, every cycle
- Billing agent over the accounting system
- New clients onboard without finance hires

Freight and logistics
Quoting the loads worth winning
1h 22mAverage quote response, from 3–4 hours
- 1,500 emails a week filtered to 300
- Quote response down to 82 minutes
Where are you standing?
Owners
Start with a confidential call.
Thirty minutes on your company. We will tell you straight whether we are a fit.
Tell us about your company

David, Victor or TobyOperators
Start with a discovery brief.
One workflow, one question at a time. You leave with a brief to share, and a call with us if you want one.
Start your discovery brief



Michael, John, Justin, Steven or David
Not ready yet?
New webinars, podcast episodes and the tools behind them, by email.