Beyond the Model
The foundation study for the five-pillar programme — why the applied layer decides enterprise AI outcomes, and what the evidence proves, falsifies, and leaves open.
43 min readBeyond the Model
Monthly to bi-monthly
Research
Research Reports are the publication's flagship output. Each report is a definitive reference on a specific question enterprise technical leaders are trying to answer, typically 4,000 to 10,000 words, with sections, figures, and references.
Production AI Architecture
Patterns that distinguish production from demo — why the architecture wrapped around the model, not the model itself, decides enterprise AI outcomes.
24 min readProduction AI Architecture
Operating Models
Why the operating model — not the technology choice — decides enterprise AI outcomes, and how to choose the structure that fits.
21 min readOperating Models
The Cost and Platform Landscape of Enterprise AI
The headline cost of model inference is a small and shrinking fraction of what enterprises actually spend to run generative AI in production. The production evidence reviewed here consistently shows inference accounting for 20–40% of run-rate cost for mature deployments. Retrieval, evaluation, observability, governance, and human review consume the remainder — and are largely invisible at planning time.
26 min readCost & Platform Landscape
Trust, Evaluation and Governance
Evaluation as practice, governance as delivery — the two disciplines that decide whether enterprise AI earns operational trust
20 min readTrust, Evaluation & Governance