Learn the method
Theory modules and the Theory Certificate. Practise later if you want.
- · Groundwork and nine stage modules
- · Knowledge checks with coach feedback
- · Learning hours record
Leads to
Theory Certificate
Start learning
Become the person who makes AI pay.
AI Operator Path trains you to lead AI transformation by doing it: a real engagement, nine stages, one measured result. Finish as a certified AI Transformation Operator.
Start with the theory alone and earn your first certificate. Practise when you are ready.
Start where you are
Three ways in. Switch any time.
Learn and practise
Theory plus the full simulated engagement in Twin.
- · Everything in Learn the method
- · Nine-stage engagement at Halden Supply
- · AI coach review of every artifact
Leads to
Theory Certificate, then Associate
Start in TwinDo it for real
Theory, Twin and a Live engagement at your workplace or a practice business.
- · Everything in Learn and practise
- · A real engagement with a sponsor
- · Sandbox-to-Production evidence trail
Leads to
Theory Certificate, Associate, then Operator
Start for realThe problem
AI is bought. Results are not owned.
Most companies now pay for AI tools, but almost none have anyone who owns making them produce results. Pilots start, stall and get quietly abandoned, not because the technology fails but because nobody chose the right task, measured a baseline, or stayed accountable.
The gap is not more AI experts. It is people who understand how a business runs and can turn AI into measured results inside it.
The role
An AI Transformation Operator finds where a business loses time and money, picks the one process where AI can fix it, proves the result against a baseline, and makes it stick safely.
Reads the business
How money and work actually flow.
Chooses well
One process, the right tool, or no tool at all.
Proves it
Baselines, pilots, kill criteria, real numbers.
Makes it safe and lasting
Human checkpoints, data rules, handover and jurisdiction-aware governance.
No coding required. The scarce skill is business judgement applied to AI.
The framework
Nine stages. One process, end to end.
- 00
Mandate
Mandate note
- 01
Read the business
Business profile
- 02
Inventory and baseline
AI use register + baseline
- 03
Select one process
Selection memo
- 04
Design the pilot
Pilot charter
- 05
Build and shadow run
Build log
- 06
Prove and decide
Decision record
- 07
Govern and embed
Governance pack
- 08
Readout and portfolio
Readout + portfolio
Stage 6 → Stage 3 · Kill and choose again
One process, all the way through, before the next. That discipline is the method.
Learn by doing
Twin and Live.
Twin · Simulated company
Run the full engagement inside a realistic simulated company. Interview AI-played managers who hold back information, request data, make mistakes that cost nothing.
Live · Real business
Run the same stages at your real employer or a practice business. Produce a result your sponsor will sign.
Stuck at work? Rehearse the stage in Twin, then go back with a plan.
AI inside the platform
Where AI works for you.
AI coach
Reviews every artifact against four tests (Evidence, Business clarity, Rigor, Safety), recomputes your numbers, asks questions, and never writes the work for you.
AI stakeholders
Realistic managers, staff and a sponsor in Twin, each with their own knowledge, blind spots and objections.
Living Strategy
As you pass stages, an AI strategy for the business drafts itself from your own evidence. You confirm every line. By Stage 8 it is written.
What you leave with
A portfolio of evidence.
01
Mandate note
02
Business profile
03
AI use register and baseline
04
Selection memo
05
Pilot charter
06
Build log
07
Decision record
08
Governance pack
09
Readout
10
Living Strategy
11
Sponsor attestation (Live)
A dated, measured portfolio outranks a certificate. You get both.
Three credential levels
First rung · earn it with theory alone
Theory Certificate
Every theory module check passed. No Twin or Live work needed.
AI Transformation Operator, Associate
All nine stages passed in Twin.
AI Transformation Operator
All nine stages passed in Live, with sponsor attestation and a public verification page.
AI Diffusion Project
Share the standard. Earn 20%.
Help bring AI Transformation Operators into mainstream businesses. Share your journey with your personal link and earn 20% of every plan your referrals buy: $19.40 for the Theory Certificate, $29.80 for Live.
Included with the Theory Certificate ($97) and Live ($149) plans.
Ready-made campaigns
Eighteen scroll-stopping hooks with images and copy for WhatsApp, Instagram, Facebook, LinkedIn and X.
Fair tracking
Referrals count for 30 days after someone clicks your link, and you see which channel works best.
Real payouts
Commission is held 14 days for refunds, then paid out from a $50 minimum.
Who it is for
Employed and ready to lead AI where you work
Changing career into AI leadership
Building a fractional or consulting practice
Built for the rules
AI literacy, wherever you operate.
One practical approach works across jurisdictions: know where AI is used, train people for their roles, test effects on people, keep a human accountable and record what happened.
The Path brings together a use register, risk and impact notes, human checkpoints, a staff policy, training records, sign-off and an incident plan. The applicable legal duties still depend on location, sector and use.
Legal duty
European Union
The EU AI Act requires AI providers and deployers to take measures supporting AI literacy appropriate to their staff and use context. Check prohibited uses, transparency, high-risk classification, GDPR and applicable commencement dates separately.
Operator action: Map AI users and roles; give relevant training; record what was covered and when; assign a human reviewer for consequential uses.
Check source ↗Existing law + regulator guidance
United Kingdom
No single general AI-literacy course is mandated. Data protection, equality, consumer and sector rules still apply to AI-assisted work.
Operator action: Train staff for their actual tasks; document privacy and fairness checks, human review, ownership and regulator-specific duties.
Check source ↗Federal, state and local rules
United States
No nationwide AI-literacy mandate. Sector and state rules differ for employment, insurance, healthcare, finance and other consequential decisions.
Operator action: Identify every relevant state and regulator; document staff competency, testing, vendor controls and human review before deploying.
Check source ↗Existing law + voluntary guidance
Australia
No economy-wide compulsory AI-literacy course. Existing privacy, consumer and sector obligations apply; the government AI safety standard is voluntary.
Operator action: Train by role and risk; keep an inventory, privacy and safety assessment, named owner and incident response process.
Check source ↗Check locally
Other jurisdictions
Rules vary by country and even region. This overview cannot determine which rules apply to a particular organisation.
Operator action: Record where the system operates and affects people; check local law and regulator advice; retain training and oversight evidence.
Check source ↗Additional sector checks
Finance & insurance
Check conduct, customer-outcome, credit, underwriting, fair-pricing, recordkeeping and vendor duties. Some EU credit and life/health insurance uses may be high-risk; US insurance guidance varies by state.
Healthcare
Check patient privacy, clinical safety, medical-device status and whether clearance or conformity assessment is required. Keep clinical oversight and incident escalation.
Legal services
Professional duties of competence, confidentiality, accuracy and supervision remain with the practitioner. Review AI output before advice or filings and check local bar or regulator guidance.
Education & public services
Check student or citizen data, fairness, transparency, appeals and human oversight. Some EU education and essential-service uses can be high-risk.
General business
Employment, privacy, consumer and safety rules can apply even outside a regulated sector. Classify the use, not just the industry.
Rules change. Verify anything you rely on in writing against a current official source or qualified adviser. This is general information, not legal advice. Guidance reviewed 2 October 2026.
FAQ
Do I need to code?+
No. The scarce skill is business judgement applied to AI.
How long does it take?+
About 5 to 6 weeks in Twin; 10 to 12 weeks in Live at 4 to 6 hours a week.
Do I need my employer's permission?+
Not for Twin. Live starts with getting it, and the platform helps you ask.
What happens to my company's data?+
Live artifacts hold descriptions and numbers; never paste personal or confidential data.
Is this based on a particular book?+
[PLACEHOLDER: answer about source material]