Blueprints and engineering strategies for scaling enterprise AI from pilot to production.
The next generation of healthcare GCCs is built on owned AI IP, not rented seats. A delivery framework for standing one up on CheiAI orchestration and DocuFindr document intelligence with HIPAA compliance as the design constraint.
80% of AI projects fail to deliver ROI due to bad scoping. Here are the 6 definition failures that waste enterprise AI investments in 2026.
Prevent silent $3.1M annual AI drift losses. 6 production monitoring failures enterprise teams must resolve in 2026.
Stop spending 51 workdays a year verifying AI outputs. 6 hallucination control failures costing enterprises $14,200 per employee.
Bridge the enterprise AI skills gap. 6 structural reskilling failures preventing employee adoption of company AI tools in 2026.
Shadow AI adds $670K to data breach costs. Here are the 6 governance failures security teams miss and how to discover unsanctioned AI tools.
EU AI Act enforcement begins August 2026 with fines up to €35M. Here are the 6 compliance failures for high-risk AI systems.
MIT research shows 95% of GenAI deployments lack measurable ROI. Here are the 6 measurement failures enterprise teams miss in 2026.
Token prices dropped, but enterprise AI bills exploded. Here are the 6 GenAI cost control failures enterprise teams miss in 2026.
No 50-page proposals. We'll tell you which level fits your situation, what a realistic engagement looks like, and what it would cost — in one direct meeting.
Thomas leads 10decoders' AI engineering practice and sits in on the scoping call himself — so the person mapping your engagement is the one who has shipped it before. His teams build and deploy agents for mid-market healthcare and fintech companies, with enterprise grade build experience for clients like IBM, Dedalus and Harris Healthcare. He'll be straight with you about what's worth doing and what isn't.
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