Practical resources for AI-ready businesses.

Free interactive tools, a five-dimension self-assessment, and the enterprise framework behind the methodology.

Five-dimension readiness scorecard with orange pen and navy notebook
Free Tool  ·  No Email Required  ·  01

AI Readiness Self-Assessment

Five questions. Ten minutes. Select where your business stands on each of the five readiness dimensions and receive an instant scored result with a prioritised recommended next step. No email required.

5dimensions assessed
10 mincompletion time
Instantscored result
Freeno email required
Take the assessment →
Free Interactive Tool  ·  02

AI ROI Calculator

Move four sliders — team size, manual hours, hourly wage, tech stack. Your financial model updates in real time. Unlock a personalised 3-page Implementation Roadmap with your exact numbers, automation priorities, and 90-day plan.

$685Knet annual ROI (example)
18K hrsreclaimed per year
3-pagepersonalised roadmap
Calculate your ROI →
Laptop showing orange ROI bar charts with printed financial report
Overhead view of conference table with process workflow diagrams and laptops
Free Interactive Tool  ·  03

Business Automation Map

Click each process your business already uses AI for. A live strategic quadrant maps your gaps — by impact and effort — showing exactly where competitors are ahead. Unlock a benchmarked sector comparison report.

12processes mapped
38%SME median score
Liveopportunity quadrant
Map your operations →
Free Interactive Tool  ·  Enterprise  ·  04

Enterprise AI Value & Adoption Dashboard

The complete C-suite measurement framework. Visualise your AI programme's true Total Cost of Ownership, AI-influenced revenue, cost savings, and adoption rates across business units — with plain-language guidance on how to defend each metric at board level.

TCOall-in cost model
RevenueAI-influenced lift
Adoptionby business unit
3-yearROI waterfall
Open the dashboard →
C-suite boardroom with curved wall screen showing orange enterprise AI value dashboards
AI model monitoring operations centre with orange real-time dashboard screens
Free Interactive Tool  ·  MLOps  ·  05

Model Performance & Health Dashboard

Track drift detection, latency and uptime, and incident rollback history for deployed AI models. Switch between time ranges and model types — with plain-language guidance on how to instrument each metric in production.

DriftPSI detection
P50/P95latency tracking
Incidents+ rollback log
MTTRresolution time
Open the dashboard →
Free Interactive Tool  ·  Governance  ·  06

AI Trust, Risk & Governance Dashboard

Monitor bias and fairness signals across five dimensions, track data lineage and privacy compliance through the full pipeline, and surface AI-specific security threats — with detailed guidance on deploying each governance parameter in your regulatory context.

Fairness5-dim radar
Lineageprivacy pipeline
Threats5 attack vectors
4 RegsGDPR/MAS/NIST/IMDA
Open the dashboard →
Circular AI governance command centre with bias radar and security monitoring screens
Two executives collaborating over AI decision analytics on a glass boardroom table
Free Interactive Tool  ·  Human-AI  ·  07

Human-AI Interaction & Decision Quality

Benchmark decision acceptance rates, automation bias, augmentation preference, and decision quality lift against global research from McKinsey, BCG, and Stanford HAI — adjusted for your industry, role, and decision type.

Accept.Rate tracking
BiasIndex monitor
Quality5-dim radar
CentaurSplit model
Open the dashboard →

AI at Scale: From Pilot to Production

The enterprise framework behind the workshop methodology — 23 chapters, seven parts, including the Eight-Dimension AI Readiness Assessment in Appendix A. Written from production deployments, not consulting theory.

Publication expected Q4 2026. Register your interest via the contact form to be notified on release.

Notify me on release →

Seven Parts

01

Part I: The Deployment Reality

02

Part II: Economic and Cost Architecture

03

Part III: Technical Foundations

04

Part IV: Governance Architecture

05

Part V: Transformation at Scale

06

Part VI: The Practitioner's Playbook

07

Part VII: The Human Question

Apply the framework to your business.

The workshop takes the five-dimension diagnostic from an article to a structured half-day session with a benchmarked scorecard and roadmap.

Book the Workshop