The BigWork AI blog
The Operator's Log
Real numbers from real AI builds, published in public. Build logs from the products we run ourselves, and field guides for putting AI to work inside a growing business.
4 places rehabs lose insurance money they already earned (2026)
Blind admits, lapsed Medicaid coverage, thin notes and underpayments nobody challenges. Where treatment centers lose reimbursement they already earned, and the AI check that catches each one.
AI answering for rehab admissions: call it at 11 PM before you buy it (2026)
Before you buy an AI answering service for your rehab, call it at 11 PM like a scared parent. The five things it should collect, what it must never say, and what to ask every vendor.
How do you get AI to write listing descriptions in your voice? (2026)
Build one listing skill from your three best listings, then every new listing comes back in your voice, with a fact check. The five build steps and the fair housing guardrails.
93% abandoned my AI tool. Deleting 6 questions fixed it (2026)
86 people hit our AI prompt tool and 2 finished it. The build log of why the Prompt Architect failed, the two mistakes behind it, and the 2-question rebuild that fixed it by subtracting friction.
How to get your business knowledge out of your head and into AI (2026)
Record yourself talking, turn it into plain files you own, load them into an AI workspace. The six things to capture first, the 30-minute monthly method, and the honest line between DIY and done-for-you.
Goal app retention: real numbers from a live beta (2026)
Good day-7 retention for a fitness app is 7–8.5% per published benchmarks. Our live beta holds 8%. Every number behind that, the feature that was quietly retaining people, and the plan for day 30.