Data Governance in Practice: Own, Protect and Trust Your Organization's Data
Signature Course No. 317 — A Signature AI Socratic Coaching Course.
No experience needed — your coach starts where you are.
A New Kind of Learning
Socratic coaching, delivered by an agentic AI coach.
Not a course you watch. An AI coach you work with.
The Lighthouse Coach begins by discovering how you think about the subject, teaches what is missing, and gives you realistic practice before asking you to prove that you can use it. You may test out of concepts you already understand, while capstones turn the learning into a practical plan, decision, conversation, or other real-world result.
The curriculum is deliberately authored; the AI delivers it through coaching. It is not an AI randomly generating lessons.
A coach that teaches by asking — not by lecturing
The Lighthouse Coach is an AI Socratic coach built on Cognosco Learning's Data Governance in Practice: Own, Protect and Trust Your Organization's Data course, in the Risk, Safety & Compliance category. It does not play videos at you. It holds a conversation: it asks you a question, listens to your answer, names the misconception it hears, affirms what you got right, and asks the next question — the way a great coach works in the room.
Data with no named owner is not shared data — it is abandoned data, and everyone downstream pays for the abandonment. Every organization runs on data it cannot fully describe: ask who owns the customer record and you get three names and a shrug; ask where the board figure came from and the trail goes cold two spreadsheets back. This course fixes that condition, dataset by dataset and decision by decision.
It starts with ownership. Governance, as this course uses the word, is a named, accountable human behind every important dataset, carrying four duties: decide what the data is for and who may have it, define what it means, vouch on a rhythm that it is fit for its named uses, and answer when it harms, leaks, or proves wrong. Everything else — classification, definitions, quality measures, lineage, access rules, retention schedules — is machinery that ownership operates.
It works in two movements. First, Module 1 — Own It First: Ownership, Meaning and Quality — work through Concepts 1–9, finishing with The Ownership and Quality Charter; then, Module 2 — Protect and Prove It: Traceability, Access and Trust — work through Concepts 10–18, finishing with The Trust and Trace Plan.
Both capstones produce real artifacts — an ownership and quality charter for Fernwick Distribution's estate: the ownership table for all 12 domains, the honest register entries with their confessed copies, harm-argued classifications, five-part glossary entries, and quality contracts judged against the standing baselines; and a trust and trace plan for the same estate: its catalogue, lineage, master data, access, retention, and sharing controls, defended in writing.
The honesty standard is part of the course. This course governs the organization's data itself, whether AI touches it or not; the neighboring course on AI governance covers the tools and their output. It teaches general management practice for governing data — it is not legal advice, and it creates no compliance claim for any organization. A quality figure nobody measured is a hope wearing a number, and this course never lets one stand.
The course is self-paced and always on — roughly 30 minutes per concept, about 9 hours in full, taken in as many sittings as you like. You can type your answers, or talk out loud: the Voice Coach speaks its questions and listens to your spoken replies. Learners who already know the material can test out concept by concept.
Data Governance in Practice: Own, Protect and Trust Your Organization's Data is part of The Lighthouse Signature Series — the online counterpart to the one-day, in-person learning Cognosco Learning has delivered since 2002.
Course Facts
One full concept, coached end to end — free: verify your email and we’ll send you a link to start.
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Diagnose → Learn & Practice → Prove → Capstone
Every learner moves through the same discipline a Cognosco instructor would insist on in the room.
Diagnose
The Coach starts where the course starts: with the dataset your own work depends on most. Name who owns it today — one named person — or the decision that is stuck because nobody does; say who answered the last time data you relied on proved wrong, and what actually happened to them; and name the weakest of the four duties — decide, define, vouch, answer — in your organization right now. Every concept opens with three questions that locate where you actually stand, and your answers shape how deeply the Coach works the concept with you. Everyone begins with Module 1 — no skipping the foundations you only think you have.
Learn & Practice
Work each concept in conversation with the Coach — spoken or written — then practice it against realistic situations until it holds up.
Prove
Every concept ends in proof: answer the check cold and demonstrate the skill. Know it already? Test out and take credit immediately.
Capstone
Finish with two capstones — The Ownership and Quality Charter for Module 1 and The Trust and Trace Plan for Module 2 — that pull the whole course together, and earn the certificate.
What You'll Learn
Own it, protect it, prove it — in that order. Every discipline in this course hangs on one sequence: put a named owner behind the data first, because machinery without an operator is decoration; then the operating disciplines that keep it trustworthy; and at every link, a record that proves who decided, on what evidence, under what rule.
Module 1 gives the estate its foundations. Ownership and the four duties; the running organization, Fernwick Distribution, in full; the three jobs — owner, steward, custodian — never blurred into one hat; the honest estate map with its confessed copies; classification into four levels argued from harm; one meaning per term in a governed glossary; quality measured as fitness for a named use; decisions that stick; and the record that proves all of it happened.
Module 2 puts the owned estate to work under pressure. Metadata and a catalogue people actually use; lineage that traces any figure to its source; master and reference data with one agreed version; access that follows purpose; privacy duties performed on the estate itself; retention and disposal on schedule; sharing only under agreement; a calm, recorded response when data goes wrong; and the steward's standard — what your name means when you vouch for data.
And it holds its boundary throughout. This course teaches the practice of governing data, not a framework survey and not any vendor tool's procedures — it requires no technical background beyond being able to read a table and follow a worked count. Where the question is about the data, you are in the right course; where it is about an AI tool's use, the neighboring AI governance course owns it.
What you will learn
- Put named ownership on the data estate: owners, stewards, and custodians with distinct duties, an honest estate map, and decisions that stick
- Make data mean one thing and measure whether it is good enough: classification, agreed definitions, and quality measured as fitness for use
- Make data findable, traceable, and singular where it must be: metadata and the catalogue, lineage, and master and reference data
- Protect the estate in daily practice: access that follows purpose, privacy duties, retention and disposal, sharing under agreement, and a recorded response when data goes wrong
Everything in the course
- All 18 concepts of Data Governance in Practice: Own, Protect and Trust Your Organization's Data, in 2 modules
- A starting-point check first — the Coach finds where you actually stand before teaching
- Learn, Practice, Prove for every concept — no passive video watching
- A test-out on every concept: prove you know it and move on
- The Voice Coach: talk with the Coach out loud — it speaks, listens, and replies
- A personal Learner Record of your work across the course
- Two capstone exercises: The Ownership and Quality Charter and The Trust and Trace Plan
- A printable session summary whenever you pause
- The Lighthouse Coach completion certificate (Signature Series)
- Your progress is saved as you go — stop anytime, resume where you left off
Built for the people data accountability lands on
Data owners and business managers — who are accountable for a domain and discover that accountability currently means being blamed for data nobody gave them authority over; and data stewards and analysts who do the daily work of definitions, quality checks, and issue fixing, and need the authority, the measures, and the record-keeping that make that work stick.
Operations, risk, and compliance-adjacent staff — who are asked “can you prove where this came from, who saw it, and why you still hold it?” and need a true answer instead of a scramble.
IT and platform teams — who hold the systems and the keys, and need the business side to make the ownership, classification, and access decisions only the business can make. This course assumes you work inside an organization that holds data in more than one system and feels the cost when that data disagrees with itself; it does not teach database engineering, and it does not teach any vendor platform.
Prefer to learn live and in person? The same material anchors Cognosco's one-day programs — browse the in-person catalog.
Start with Governance Is Ownership, Not Paperwork
$195 — introductory price. One payment. No subscription, no password to manage.
Here is exactly what happens when you enroll:
- Pay securely with Stripe — you are taken straight into the course
- Create your learner profile and begin the Module 1 starting-point check
- Save the access key you are given — it restores your enrollment on any device
- Learn at your pace; your progress is stored in your browser on your device
For the full voice experience, use Chrome and allow the microphone when asked. Typing your answers works everywhere, all the time. Questions before you enroll? Email hello@cognoscolearning.com.
Before you enroll
What is a Socratic coaching session?
A conversation, not a video. Your coach asks a question; you answer — out loud by voice, or by typing — and the coach responds to what you said: naming the misconception it hears, affirming what you got right, and asking the next question. You advance only when you have mastered each concept, so a finished course means the learning held.
How long does it take — and how long do I have?
About 30 minutes per concept. Learn in sittings of any length; your progress is saved as you go. You have a full year from purchase to finish, and you can revisit and retake within that year.
What does the certificate verify?
That you completed every concept and both capstones of this course. Anyone can confirm a Cognosco certificate online — enter its certificate ID on our verification page.
What if it isn't for me — what are the refunds?
If you have not started, cancel for a full refund within seven days of purchase. Once you have started, there is no cash refund — stop before finishing and we credit the full amount you paid toward any other course in the library (credit valid one year from your original purchase). Once you complete the course, no refund or credit applies.
More Signature Courses are coming
Data Governance in Practice: Own, Protect and Trust Your Organization's Data is Signature Course No. 317. Leave your email and we'll send you news of future Signature Courses and Lighthouse updates as they are announced — nothing else.