PODCAST · THE ML LABS BRIEFING
Hear both sides of the decision.
Conversations on putting AI to work for your team: the questions buyers ask before they commit, answered by the engineer who builds and runs the systems.
- Buyers' questions, answered by the builder.
- Omar answers in a clone of his own voice.
- Reid and Robert, the hosts, are AI voices.
Episode 14

When Automation Costs More Than The People It Replaced
Your robots, bots and AI agents removed headcount, and the cost of running the work went up. Price the cost lines your business case never counted, before you sign the next automation and after it goes live.
Video, 7 minWhy Completed Jobs Still Wait for Invoicing
The technician has finished and the service manager considers the job closed, yet the invoice still waits. Give finance a clear record of completed field work, with the evidence and approvals it needs to prepare an invoice.
Video, 8 minThe Pilot Worked And Nothing Depends On It
The demonstration went well months ago, and nothing in the company would stop if it were switched off tomorrow. Move from a promising pilot to daily use by resolving the data, access, process, support and checks it depends on.
Video, 6 minOne Person On Purpose: How You Stay In Control
Hiring one person to build and run your software raises a question you may hesitate to ask: what happens if that person stops answering? This conversation tests it: the ownership, handover and support that keep you in control.
Video, 7 minWhich Handoff Deserves Your First Release: A Conversation
A chief operating officer has 3 requests on her desk and the budget for only one. This conversation picks a first release by each handoff's consequence, volume and owner, with a baseline showing whether it worked.
AFTER THE EPISODE
Ask your own question.
The episodes answer other buyers' questions. Bring yours to a call and leave with an answer for your own business.
Fifteen minutes with Omar.