Field notes

Notes from the front line of applied AI.

What we learn deploying custom AI inside healthcare systems, law firms, and sports marketing teams.

7 articles

Deployment — Aug 2026

Why Engineers Should Sit Where the Work Actually Happens

Embedding engineers in your team's daily routine turns months of IT frustration into working tools in weeks.

5 min read

Healthcare

Instant Answers Without the Privacy Nightmare: AI for Sensitive Records

Clinicians, advisors, and caseworkers find what they need in seconds while private records stay protected.

Aug 20265 min read

Legal

Securing Company Knowledge: Fast Answers Without Leaking Confidential Files

Junior staff find verified answers in seconds instead of waiting two days for a senior reply, and nobody sees what they shouldn't.

Jul 20264 min read

Evaluation

Stop Tracking AI Benchmarks. Track How Many Hours Your Team Got Back

The only AI scorecard that matters to a business: hours saved, rework avoided, and queues cleared.

Jul 20264 min read

Sports Marketing

Sound Like Your Best Self, at 10x the Speed: Training AI on What Actually Works

AI trained on your best work turns two-day proposals and content into two-hour jobs, in your real voice.

Jun 20264 min read

Automation

The 15-Second Review: How to Automate 90% of the Work Safely

Let AI do the typing and your people do the deciding. Case work drops from 45 minutes to about 3.

Jun 20265 min read

Engineering

Your Data Stays Yours: Running Powerful AI Without Giving Up Company Secrets

Run AI inside your own systems so security approves it in days, not months, and nothing leaks out.

May 20264 min read

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