What founders, COOs & managing partners say

Feedback from leadership teams

1. 01

   What matteredTold which ideas did not need AI

   C01–C08

   What impressed me most during the initial audit was the honesty. Of the six ideas I pitched, Marcus Ellery showed us that three did not need AI at all, just clean webhook syncs between our TMS and inbox, while two carrier-document checks were ideal for structured extraction. We now save more than 45 back-office hours a week on carrier packet verification, COI matching and POD exception triage, and everything lives in our own Azure account with no monthly agency hostage fees.

2. 02

   What matteredQuote takeoff from 50 minutes to 7

   C01–C04

   Our inside sales reps were drowning in 30-page PDF mechanical submittals, re-typing part specs into our ERP and missing bid cut-offs. Marcus and Priya mapped our quoting desk first, talked us out of an overpriced $60K vendor platform and built a private document-extraction pipeline with a side-by-side rep verification screen. Quote takeoff fell from 50 minutes to 7 per RFQ, volume rose 35% without new headcount, and the build paid for itself in eleven weeks.

3. 03

   What matteredSceptical engineers became daily users

   C07–C12

   We had bought enterprise licences six months earlier and fewer than four people used them beyond basic email polishing. Tobias Reyes interviewed three of our senior project managers beforehand and built live exercises around summarising environmental site assessments and formatting client executive briefs. Our most sceptical senior engineers became daily users, because the quality guardrails were built right into the playbook.

4. 04

   What matteredNew hires ramp up in half the time

   C01–C06

   With 65 staff across five clinics, our office managers spent two hours a day answering repeat questions about insurance verification rules and scheduling protocols. Dana Whitcomb organised our messy Google Drive SOPs, Priya Raman built an internal clinic assistant on top of them, and Tobias Reyes followed with a half-day workshop for the front desks. New front-desk hires ramp up in half the time now.

5. 05

   What matteredEvery result links to its source

   C09–C12

   Our partners knew associates wanted modern research and drafting tools, but client privilege meant consumer chatbots were completely off-limits. Dana Whitcomb drafted our firm-wide AI governance policy and configured strict zero-retention enterprise controls, and Priya Raman deployed an internal precedent search tool over fifteen years of our own redacted agreements. No hallucinated clause goes out the door, because every result links directly to the source PDF.

6. 06

   What matteredFlat fees and hard labour-cost maths

   C01–C12

   As a CFO, I am allergic to open-ended consulting retainers that produce nothing but colourful slide decks. This one started from exact labour-cost maths on every bottleneck, and each sprint since, including our AP/PO variance automation, has come in on the flat monthly budget agreed before work began.