
- 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 fit call.
Thirty minutes. You leave with the two or three moves we would make first.
Book a 30-min fit call



Michael, John, Justin, Steven or David
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