◆ Political Science

What a governance consultant
really does.

6 tasks, each one witnessed by the sources that watched the job — and behind every one, a prompt you can use tonight.

6evidenced tasks
3systems it runs on
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Define data governance policies and frameworks
Draft a concise data governance policy that covers data ownership, cla…1 sources agree

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The work, task by task

6 tasks
Hands on the work3
Define data governance policies and frameworks+
Draft a concise data governance policy that covers data ownership, classification, retention, access controls, and breach reporting for the whole organisation, attach the governance framework diagram, and circulate to the CDO and legal counsel for review by next Wednesday.
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when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Collaborate with IT teams to ensure policy adherence+
Schedule a working session with IT Security lead, Data Platform manager and the cloud ops team to align on access controls, logging standards and enforcement steps, produce an agreed checklist of technical controls and assign remediation owners with two-week targets.
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when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Create and communicate data handling procedures+
Write clear step-by-step procedures for handling customer PII: data capture, classification, storage location, access request process and deletion, then emit a one-page quick reference and send both to customer service, marketing and legal for sign-off within seven days.
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when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Watch and assess1
Conduct data audits to assess quality and compliance+
Run a data quality and compliance audit for customer master records across sales and billing, flag records missing PII consent or with conflicting identifiers, produce a ranked remediation list and send it to the data stewards and head of compliance by Friday.
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when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Grow the practice1
Develop and implement data management strategies+
Produce a pragmatic data management strategy tying data product ownership, lifecycle processes and stewardship roles to current business objectives, include success metrics and a 90-day rollout plan, then present it to the executive sponsor and head of analytics next Tuesday.
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when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Work with people1
Train employees on data governance best practices+
Prepare a 60-minute training for 50 business users covering data classification, access requests and incident reporting, include slides, two scenario exercises and a short quiz, then book the training with HR and send pre-reading to participants by Monday.
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when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?

What the work runs on

named inside the evidenced tasks
5 tasksMicrosoft Copilothelps draft policy language and summarise legal feedback into action items
3 tasksMicrosoft Fabriccentral workspace for cataloguing datasets, versioning the framework document, and sharing with governance stakeholders
2 tasksPower BIvisualises current control compliance and highlights gaps for discussion
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The same task, four heights

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Can AI actually do this job?

the honest answer

It can

where it genuinely helps
  • Play the other person, over and over
  • Grade its own suggestion against your goal

It cannot

where it stops, completely
  • Live with the outcome the way a governance consultant has to
L · R7 of R7This job sits on governing — real theory, real diagnosis, but reality still holds the grading pen.

Where the evidence lives

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Close to this work

12 nearby
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Questions people actually ask

Most days you write or update data governance policies—rules about who can access data, where it’s stored, and how long it’s kept. You use frameworks like a company’s policy template or industry standards and map them to systems such as Microsoft Fabric where datasets live.

You also meet IT teams to check policy adherence, run or review data audits (actual reports from Power BI or Fabric), and write the procedures people follow when handling data. Expect a mix of meetings, policy drafts, and hands-on checks in the actual systems.

You’ll use Microsoft Fabric to see where data is stored, catalog datasets, and apply governance tags. Power BI is used to run and share the data-audit reports and dashboards that show data quality and compliance metrics.

Microsoft Copilot helps draft policies, summarize audit findings, and generate procedure templates, but you still verify and approve its output. Copilot speeds writing and reporting; Fabric and Power BI hold and show the data.

Yes, Copilot is a helpful drafting tool: it can produce policy language, procedure templates, and training outlines quickly. But you must review everything for accuracy, legal compliance, and company-specific rules—Copilot can hallucinate details or miss local laws.

For training, use Copilot to make slides or scripts, then run them in a live session. Store final approved materials in your governance area in Microsoft Fabric or your company’s learning platform.

A Governance Consultant focuses on policies, compliance, and procedures—writing rules, auditing for compliance, and training people. You bridge business and IT and use tools like Power BI and Fabric to check adherence.

A Data Steward is often the ongoing owner of a dataset (day-to-day quality fixes). A Data Engineer builds pipelines and transforms data. Both roles work with you: engineers change systems to meet policies; stewards apply procedures you write.

All three matter, but weight is roughly: 35% writing and policies, 35% technical (Fabric and Power BI), 30% people skills. You must write clear policies and procedures, run audits in Fabric/Power BI, and meet IT and business teams to get them to follow rules.

If you’re weak technically, learn to export metadata and build a basic Power BI report. If you’re weak at writing, practice turning audit findings into a one-page action list people can follow.

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How far can AI take you?

one question
Be honest — how far can a language model take you on governing?
There is a real answer, and it is not the flattering one.