Tools I built for the businesses I work with. Now free for yours.
Nineteen interactive tools and a five-dimension self-assessment, pulled straight from client engagements. Every one is free to use, with a printable report and no email required.
No Email RequiredAI Readiness Self-Assessment
Five questions. Ten minutes. An instant scored result with a prioritised next step.
No Email RequiredOrganisational AI Readiness Quiz
17 questions across Data, Process, Technology, People, and Governance, with a tiered roadmap.
No Email RequiredChief AI Officer Personality Test
20 questions across five dimensions. Discover which of five CAIO archetypes you are.
StrategyAI Use Case Prioritisation Matrix
Score up to three initiatives across five dimensions and get a ranked implementation sequence.
StrategyAI Build vs. Buy vs. Partner
Answer 7 questions and get a clear recommendation: build, buy, or partner.
ProcurementAI Vendor Evaluation Scorecard
Score two vendors side-by-side across 7 dimensions and get risk flags before you sign.
Interactive ToolAI ROI Calculator
Move four sliders and watch your financial model update in real time.
ISO 42001ISO 42001 AIMS Readiness Checklist
36 checks across the seven AI management system clauses, built from the ISO/IEC 42001:2023 standard.
For BoardsBoard AI Oversight Checklist
21 checks across six areas of board-level AI oversight: ownership, decision rights, human accountability, and incident history.
Agent EvaluationTRACE Agent Evaluation
Score a candidate task on Traceability, Reversibility, Acceptance, Compliance, and Escalation.
Interactive ToolBusiness Automation Map
Click the processes you already use AI for; a live quadrant maps your gaps by impact and effort.
MLOpsModel Performance & Health Dashboard
Track drift detection, latency, uptime, and rollback history for deployed models.
Human-AIHuman-AI Interaction & Decision Quality
Benchmark decision acceptance and automation bias against McKinsey, BCG, and Stanford HAI research.
GovernanceAI Trust, Risk & Governance Dashboard
Monitor bias and fairness, trace data lineage, surface AI-specific security threats, and score your RAG access-control posture.
EnterpriseEnterprise AI Value & Adoption Dashboard
The C-suite measurement framework: TCO, AI-influenced revenue, and adoption by business unit.
Free AccessAI Frameworks
Five framework summaries applied across government infrastructure and enterprise AI deployments.
Executive BriefingThe Discipline Gap
Why most AI transformations stall before they scale, and the disciplines that separate durable programmes from expensive pilots.
Data Access ControlFine-Tune vs. Retrieval-Only Classifier
Score a dataset across seven risk factors and get a clear call: safe to bake into model weights, or keep behind permission-gated retrieval.
Data FoundationData Architecture Decision Tool
Answer 7 questions and get a clear recommendation: Centralised Lakehouse, Data Mesh, or Data Fabric, before you buy any AI model.
Reference MicrositeThe Agentic AI Pattern Catalogue
61 composable design patterns for autonomous AI agents, mapped to 17 principles and traced to 13 regulatory standards.
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