Department lead · CORTEX
James Carter
Leads Prosigns' AI/ML practice from Dallas. Twelve years shipping production ML to enterprise: fraud detection, clinical AI, predictive maintenance, agentic systems.
- Role
- Department Lead
- Department
- CORTEX
- Published
- 4 articles
Biography
Leads Prosigns' AI/ML practice from Dallas. Twelve years shipping production ML to enterprise: fraud detection, clinical AI, predictive maintenance, agentic systems.
Writing
Articles by James.
- AI & MLAIEnterprise
Why most enterprise AI demos never ship.
82% of enterprise AI projects never reach production. The reason isn't model quality; it's the operating substrate: eval, governance, and deployment topology.
- James Carter
- 8 min
- Apr 1, 2026
- AI & MLAIRAG
The production RAG checklist no one shipped you with the demo.
What separates a RAG demo from a production-grade system. Twelve concrete items, in order, with the failure mode each one catches.
- James Carter
- 9 min
- Mar 8, 2026
- AI & MLAIEvaluation
Eval datasets are more valuable than models.
Models change every quarter. The dataset that tells you whether the new model is better than the old one for your workload is the asset that compounds. Most teams haven't started.
- James Carter
- 7 min
- Feb 14, 2026