Tools I built for the businesses I work with. Now free for yours.
23 interactive tools across six categories, pulled straight from client engagements. Every one is free to use, with a printable report and no email required.
Readiness & Strategy6
Start here if you don't yet know where you stand. These score your organisation, rank your use cases, and pick your data foundation before you commit any budget.
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.
Interactive ToolBusiness Automation Map
Click the processes you already use AI for; a live quadrant maps your gaps by impact and effort.
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.
Financial & Value2
Put a number on it, before and after you build. Model the return you’d get, then track the return you’re actually getting.
Interactive ToolAI ROI Calculator
Move four sliders and watch your financial model update in real time.
EnterpriseEnterprise AI Value & Adoption Dashboard
The C-suite measurement framework: TCO, AI-influenced revenue, and adoption by business unit.
Governance & Risk8
The checks a board, a regulator, or your own risk committee will ask for, plus hands-on labs for building agents that pass them.
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.
GovernanceAI Trust, Risk & Governance Dashboard
Monitor bias and fairness, trace data lineage, surface AI-specific security threats, and score your RAG access-control posture.
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.
Hands-On LabBuild Your Own AI Agent
Give it a job, tools, and rules. Test it, then check it against the same launch standards real companies use — IMDA and ISO 42001 — in plain English.
Hands-On LabAdvanced AI Agent Builder
Build a Supervisor and Specialist team, watch it plan a task, pause for your approval, recover from a failure, and produce a team-wide governance record.
Hands-On LabExpert AI Agent Builder
Turn on production guardrails for an AI agent team, then red-team it with 5 real attack techniques — prompt injection, scope creep, memory poisoning, secret leakage, cascading hallucination — and see whether your defences hold.
Operations & MLOps2
Once a model is live, someone has to watch it. Dashboards for drift, latency, uptime, and how well people actually work alongside the system.
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.
Procurement & Vendor2
Buying AI from someone else? Decide whether to build, buy, or partner, then score the vendors sitting in front of you.
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.
Methodology3
The frameworks and reference material behind everything above, for context rather than diagnosis.
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.
Reference MicrositeThe Agentic AI Pattern Catalogue
61 composable design patterns for autonomous AI agents, mapped to 17 principles and traced to 13 regulatory standards.
Want to work through this together?
The workshop takes these same diagnostics and turns them into a structured half-day session with a benchmarked scorecard and roadmap. Or skip straight to a private session on your specific situation.
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