learn-governance-101-with-phoebe / Session 6 of 6
Data & AI Governance, from scratch · Session 6 of 6

Your next steps, and where you go from here

You made it to the end of the on-ramp. You now have the words - personal data, consent, purpose, controller, processor, breach, DPO - and the map of which laws touch which situations. This last session does one thing: it turns all of that into a plan you can start this week, and it points you at the four deeper courses so you know exactly which door to walk through next. No new theory. Just a runway.

🟠 On-ramp · deciding what is next New to governance: managers · founders · new DPOs Plain English 45 min
0-3 · Welcome 3-22 · The shelf + your plan 22-40 · Choose + commit 40-45 · Send-off
Part 0

You have the words and the map - now the plan

Five sessions ago, governance was a wall of acronyms. Now it is a mental model: personal data is information that points to a person, you govern it for trust, risk, and law, and a handful of regimes set the rules depending on who you serve and what you build. That is genuinely most of the battle. What is left is not more theory - it is deciding where to go deeper and taking the first small action. This session hands you both: a shelf of four deeper courses, and a five-step starting plan you can begin before the week is out.

Read this first This whole course has been educational, not legal advice. The deeper courses go further into the actual obligations, but for a real program you will still want to check specifics against the official sources and, where it matters, a professional. Think of yourself as now able to ask the right questions - not to have every final answer.
Live - covered this session Self-study - read after ★ Try it now prompt Sources at the end
★ What you walk out with today A clear picture of the four deeper courses and who each is for, a five-step starting plan you can begin this week, a re-run of the regime chooser now that you know the words, and one concrete first action written down with your name on it.
Part 1 · covers where you go next

The governance shelf, and where you go next 10 min live

Governance 101 was the ground floor. Above it sit four deeper courses, and you do not take all of them - you take the one that matches your situation. The picture below shows the branching: everyone starts here, then follows the path their answers point to. Most people take one or two. A DPO building a real program might take three.

Governance 101 - you are here the words + the map, done branch by what touches you PDPA + DNC Singapore data + marketing GDPR you serve people in the EU AI Governance you build or deploy AI Data Governance build the whole program Pick by need, not by list. One course well-taken beats four half-skimmed. Data Governance is the "build the program" course - the natural home base once you know your regimes.
🔍 Click to zoom - Governance 101 branching into the four deeper courses
LiveData Governance - build the actual program3 min▶

What it adds: this is the "how do we actually run governance" course. It goes deep on PDPA-first governance and comes in two tracks - a DPO track for the person who owns it, and an exec track for the leaders who fund and back it - built around the Himalaya case study so you see a real program take shape.

Who should take it: anyone whose job is now to stand up or improve a governance program, not just understand it. If you finished 101 thinking "okay, but what do we build?", this is your answer.

Open Data Governance ↗ core

LivePDPA + DNC (Singapore) - the local rulebook3 min▶

What it adds: the ten PDPA obligations spelled out, how consent really works, the Do Not Call registers for marketing, and what to do when a breach happens - with a live compliance checker and the Marina Retail case so the rules stop being abstract.

Who should take it: anyone who handles personal data in Singapore or does any marketing here. For most Singapore organisations, this is the most directly useful next course.

Open PDPA + DNC ↗ core

LiveGDPR for a Singapore org - when Europe reaches you2 min▶

What it adds: when the GDPR actually reaches a company based outside the EU, the lawful bases for using data, the data-subject rights, the 72-hour breach rule, and how cross-border transfers work - all mapped back to the PDPA so you see where the two overlap and where they differ, through the Lumina case.

Who should take it: anyone who serves, sells to, or monitors people in the EU - even from Singapore. If your customers or website visitors include Europeans, this is not optional reading.

Open GDPR for a Singapore org ↗ core

LiveAI Governance & the EU AI Act - when you build with AI2 min▶

What it adds: the EU AI Act's risk tiers, the obligations and penalties that come with each, plus the NIST AI Risk Management Framework and ISO 42001 so you have the full governance picture for AI - with a live risk-tier classifier and the Vantage case to test scenarios against.

Who should take it: anyone building or deploying AI that affects people - hiring tools, scoring, recommendations, anything that makes or shapes decisions about humans. This is the advanced door, best taken after you are comfortable with the data courses.

Open AI Governance ↗ then - advanced

Self-studyThe whole shelf in one place1 min read▶

All of these live on one hub alongside every other course, so you can browse, bookmark, and come back as your needs change. A good rhythm: take one deeper course now, apply it, then return for the next when a new situation appears - a new market, a new AI feature, a new role.

Browse the hub - all courses ↗

Part 2 · covers your starting plan

Your five-step starting plan 8 min live

You do not need a big project to begin. You need five small, ordered steps - each one takes an afternoon at most, and each one makes the next easier. Do them in order. By the end you will have a real map of your data, a person who owns it, and a clear first fix underway.

1 Register one page: what, 2 Owner name a DPO 3 Chooser which regimes? 4 Deeper course the matching one 5 Fix the gap biggest one first Order matters: you cannot fix a gap you have not mapped, or choose a regime without knowing your data.
🔍 Click to zoom - the five-step starting plan
LiveStep 1 - make a one-page data register2 min▶

Before anything else, write down what you hold. One page, three columns: what (the kind of data - email list, HR records, CCTV), where (which system or drive it lives in), and why (the reason you have it). You built the start of this in Session 1. This single page is the foundation every deeper course assumes you have.

Real world

The register that took 40 minutes. A small clinic thought a data register meant a big software project. Instead the office manager listed nine things on one sheet in under an hour - and immediately spotted two old spreadsheets nobody remembered, full of patient contact details, sitting on a personal laptop. The register did not just document the problem; finding it was the first fix.

LiveStep 2 - name a DPO or an owner2 min▶

Governance with no owner quietly dies. Name one person who is accountable - a DPO if your situation calls for one, or simply "the person who looks after data here" for a small team. It does not have to be a lawyer or a full-time role to start. It has to be a real name, so that when a question or a problem appears, everyone knows who picks it up. Session 5 covered what this role actually does.

LiveStep 3 - run the "which regime touches me?" chooser2 min▶

Now that you know what data you hold and who serves whom, run the chooser (it is right below, in Part 3). It asks a few plain questions - do you handle Singapore personal data, do you serve people in the EU, do you build AI that affects people - and points you at the regimes that apply. This tells you which deeper course to take, so you are not guessing.

LiveSteps 4 and 5 - go deeper, then fix your biggest gap2 min▶

Step 4: take the deeper course the chooser pointed you to. Reading it while you have a real data register in hand makes it land far harder than theory alone.

Step 5: fix your single biggest gap first - do not try to fix everything. For most beginners the biggest gap is one of two things: collecting more than you need (stop asking for it), or a sensitive dataset with no protection (lock it down). Pick the one that would hurt most if it went wrong, and start there.

One gap, done, beats ten gaps noted A finished small fix builds momentum and trust. A long list of unfixed problems just builds dread. Close one, then choose the next.
Part 3 · covers choosing your regimes

Run the chooser again, now you know the words ★ 4 min · interactive

You met this chooser in Session 3. Run it again now - the questions will read completely differently because you understand the words behind them. Your answers stay in your browser; nothing is sent anywhere. Use it to decide which deeper course goes on your list this week.

Exercise 1 of 2

Choose your next course and your first action ★ 10 min · write it down

This is the exercise that makes the whole course count. Two sentences, written down, with dates. That is it.

Based on the chooser, name the one deeper course you will take next. Write it as a commitment: "I will start [course] by [date]."

From your data register, pick your single biggest gap - the thing most likely to hurt if it went wrong. Write one first action: "This week I will [do the specific thing]."

Put both sentences somewhere you will see them - a sticky note, a calendar event, a message to yourself. A plan you cannot find is a plan you will not do.

★ Try it now (paste into any chat AI)Act as a plain-English governance coach. Here is my situation: [describe your organisation, where your customers are, and whether you use AI]. Based on this, help me pick which of these four courses to take first - Data Governance, PDPA + DNC (Singapore), GDPR, or AI Governance - and suggest one small first action I could take this week. Keep it simple, no legal jargon, and remind me this is educational not legal advice.
Exercise 2 of 2

Three questions to close the loop ★ 6 min · reflect

Answer these out loud or on paper. They gather everything the six sessions gave you into three sentences you can act on.

Which regime touched you? After the chooser - is it PDPA, GDPR, the EU AI Act, or a combination? Name it plainly.

What is your biggest gap? Looking at your register, where are you most exposed - too much collected, or something sensitive left unprotected?

Who owns it? Who, by name, is now accountable for closing that gap and for the data going forward? If the answer is still "nobody", that is your very first action.

The mindset you leave with You do not need to know everything about the law to govern data well. You need to know what you hold, why it matters, which rules touch you, and who is looking after it. You now know how to find all four. That is a genuinely strong place to stand.
Homework

Your first week ◐ start this week

★ Questions to sit with
  1. Which deeper course did I commit to, and by when?
  2. What is the one gap I am fixing first, and what is my first action?
  3. Who owns our data protection now - by name?
  4. What would I want to be true about how we handle people's data a year from now?
Continue here

Where to go next on the shelf

This on-ramp gave you the plain-English core. Each of these goes deep on its regime - continue with the one your chooser pointed to.

◐Data Governance - build the program (Himalaya case)continue here · open ↗
◐PDPA + DNC (Singapore) - ten obligations + live checkercontinue here · open ↗
◐GDPR for a Singapore org - when Europe reaches youcontinue here · open ↗
◐AI Governance & the EU AI Act - risk tiers + classifiercontinue here · open ↗
Check yourself

Three questions before you go 🎯 ◐ 90 seconds

1 · A founder sells to customers across the EU from Singapore. Which deeper course should be on their list?

Serving people in the EU can pull the GDPR onto a company based anywhere, including Singapore. That course covers exactly when and what to do about it.

2 · Someone is building an AI tool that screens job applicants. Which deeper course fits best?

An AI system that affects people - like hiring - is squarely what the AI Governance course is for: risk tiers, obligations, and the frameworks around them.

3 · What is the first step of the five-step starting plan?

You start by mapping what you hold. You cannot choose regimes or fix gaps you have not written down first - the register comes before everything else.

The whole course on one page · pin this

Personal dataInformation that can single out one living person, alone or combined. Sensitive data needs the most care.
Trust, risk, lawThe three reasons to govern data. Lead with trust and risk; the law is the floor beneath both.
The vocabularyConsent, purpose, controller, processor, data subject - the words every rule is built from.
The mapPDPA for Singapore data, GDPR when you reach the EU, the AI Act when you build AI. The chooser tells you which.
When it goes wrongA breach means contain, assess, notify, learn. Plan it before you need it.
The DPOName one accountable owner. Governance with no owner quietly dies.
The habitA regular "what data do we hold, and where?" review catches problems before they become headlines.
Where nextRegister → owner → chooser → the matching deeper course → fix your single biggest gap first.