THE OPERATING BRIEF · BY ML LABS
Make better operating decisions.
For the leaders who have to make AI useful: what to fund, what to build, and who owns what happens next.
Written for COOs, operating presidents and portfolio operators. A concrete decision, the tradeoffs behind it, and a next step you can use with your team.
Start with the decision in front of you.
All articles in Intel →Choose the first investment
Which Service Workflow Deserves Your First AI Investment
Compare operational consequence, access and adoption before funding the most impressive demo.
Read the briefingDesign the operational handoff
Why Completed Jobs Still Wait for Invoicing
Make the evidence, approval and exception path explicit between field completion and finance.
Read the briefingReview the buying decision
What Your Board Should Ask Before Buying AI
A practical review of the outcome, evidence, delivery responsibility and exit path behind an AI proposal.
Read the briefingTHE CONVERSATION BEHIND THE DECISION
Explore each decision from both sides.
Each recorded conversation pairs two clearly identified AI voices: Mara makes the operating case, and Reid tests the assumptions. Every episode runs under ten minutes.
Every recording sits above its written version, with sources, a transcript and a clear disclosure of synthetic voices.
What gets better for the business?
What would have to be true?
PUT A QUESTION ON THE TABLE
Which handoff is holding your team back?
Bring the workflow, the systems it touches and the decision you need to make.