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The Applied LayerAn independent research publication
Vol. IIssue 1June 2026Founded 2025
Vol. I · The first year
Enterprise AI, written to be cited.
Independent applied research on the architectural, integration, governance, and delivery decisions that determine whether AI investments produce durable business value, or expensive theatre.
The publication
Five pillars of enterprise AI
Every piece is filed under one of five pillars, the questions a serious technical leader cannot ignore.
Pillar 1
The Applied Layer
The layer between foundation models and the organizations deploying them. The binding constraint on enterprise AI value.
Pillar 2
Architecture, Retrieval & Agents
The production gap is closed by architecture, not model swap. Retrieval as layered discipline, agents as five tiers.
Pillar 3
Operating Models & What Success Looks Like
Operating model dominates technology choice. A 2x2 of archetypes, six conditions of success, and the cases behind each.
Pillar 4
Economics & Platform Choice
Model inference is 20 to 40 percent of run-rate cost. Eight cost layers, and a platform map across labs in six regions.
Pillar 5
Evaluation & Governance
Evaluation as practice. Governance as delivery. Three archetypes, five maturity levels, ten regimes mapped to controls.
Latest
The first issue is in production.
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Editorial mission
Editorial mission
The Applied Layer is independent applied research on enterprise AI. We study the layer where models meet the operating reality of organisations, architecture, integration, governance, and the economics of delivery.
Editorial first, vendor-independent, written to be cited. Volume I (May 2026 to May 2027) is a literature and landscape synthesis built from technical reports, regulatory primary documents, and named-enterprise case studies, with explicit Tier A/B/C/D source-tier discipline. Primary signal, meaning interviews, longitudinal programme tracking, and field notes from inside real deployments, enters the research base from late 2026.
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£15 a month. Methodology notes, full annotated bibliography, source-tier rubric for every cited claim, early access seven days ahead of Members. Interview programme and quarterly Pillar State briefings from late 2026.
- Long-form research and reference work
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