Research & frameworks
Frameworks with benchmark data behind them
The research that underpins our programmes — capability models, ROI methodology and production playbooks. Written for operators and boards, not for citations.
The Enterprise AI Capability Framework
Qubicon's 8-dimension model for measuring and building organisational AI capability — the framework behind Skill DNA, with benchmark data from 650+ enterprises.
The Agentic Operations Playbook
Production patterns for agent systems in enterprise operations: orchestration, guardrails, evaluation, cost control and the org design to run them.
Measuring AI Training ROI: A CFO-grade Methodology
The four-line ROI model our clients use in board decks — with instrumentation guides, baseline templates and anonymised results across 40 programmes.
Responsible AI Skills for Regulated Industries
How healthcare, finance and public-sector organisations build AI capability inside regulatory constraints — curriculum blueprints included.
Papers are provided free on request to verified work emails — we send the PDF within one business day.
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Request any paper, or bring the questions it raises straight to a working session with our principals.