AI SYSTEMS & RESEARCH · CHICAGO
Daniel
Wipert
I build AI systems that can't afford to be wrong, and I write the research behind them.
C:\DANIEL> DIR /WORK [RESEARCH] AI-OPS-MGMT.BK ......... 3/15 CH CASE-LIBRARY.DB ....... 22 CASES [CHORUS AI SYSTEMS] DOSSIER.EXE ............... LIVE CASDAM.EXE ................ LIVE BRAG.EXE .................. LIVE JEV-VS-FRONTIER.LOG ...... 91.4% [WEEKLY TRACKERS] OPENROUTER.WK ......... 73% OPEN METRO-HEALTH.WK ......... #1 SLC 8 FILES · ALL SYSTEMS NOMINAL C:\DANIEL>
Research
Long-form work on how organizations should actually run AI. A textbook that sets out the discipline, and a case library that tests it against what really happened. Both free to read.
AI Operations Management
The founding textbook for a new discipline. AI isn't a software subscription; it's a metered resource whose cost follows every use. This book is how you manage it.
For leaders, students, and anyone who has to make AI pay for itself.
Applied AI Case Study Library
What actually happened when AI met the real world: in courts, hospitals, workplaces, and public services. Every case researched from primary sources and graded on the strength of its evidence.
Chorus AI Systems
Working AI systems from my studio. Each one is built on the same rule: every claim gets checked against the facts before anyone reads it. All 4 are live, with code you can inspect.
Dossier
CLOSED-LOOP DOCUMENT INTELLIGENCE
Lock the facts. Three models summarize on their own. Any contradiction fails the run.
CASDAM
CHORUS AI SYSTEMS DATA ANALYTICS MANAGER
AI that governs itself. Weekly ecommerce data in, a verified leadership report out.
BRAG
BOOSTED RETRIEVAL AUGMENTED GENERATION
RAG with two skeptics that try to disprove every answer before you read it.
Jev vs. the Frontier
RESEARCH NOTE · SEPTEMBER 2026
A small model matched a frontier model on automated decisions, at one-fiftieth of the cost.
Weekly Trackers
Public data trackers that rebuild themselves every week.
Writing
Essays and notes on AI, operations, and the economics of both. The full library is moving here from LinkedIn, sorted by date and topic.