The short version
If you read nothing else- You cannot control the headlines about AI and work. You can control what you can prove.
- A recognized credential is the fastest way to turn "I use AI" into something a hiring manager can verify.
- Two of the three below are proctored exams — supervised, identity-verified, pass or fail. One is a coursework program. Both are worth having; they prove different things.
- Start with the one closest to the job you already do, not the most impressive-sounding one.
Let's be honest: between managing our homes, our families, our schedules, and the million unwritten to-do lists floating around in our heads, the last thing we need is another tech headline trying to panic us.
Every single day the noise gets louder. One article claims artificial intelligence is coming for every desk job in sight, and the next insists it's just another overhyped cycle. It's exhausting. But here's the empowering truth: we can't control the headlines, and we can't control what anyone else says or does.
What we can control is our own path.
We are capable, driven women who know how to adapt, lead and build. As the Girl Scouts motto reminds us: always be prepared. Instead of waiting to see how technology shifts our work, let's take charge and shape it ourselves. Adding a recognized credential to your resume is a proactive way to prove your expertise, quiet the noise, and walk into the room with absolute confidence.
Proctored exam or coursework? The difference matters
A proctored exam is supervised. Someone verifies who you are, watches you take it, and you either pass or you don't. That's what makes it hard to fake, and it's why hiring managers read it as evidence rather than enthusiasm.
A coursework certificate proves you did the work: you sat through the material, hit the scores, and built something. That's real, and in some rooms a portfolio you can open on a laptop beats a line on a resume.
Neither is better in the abstract. They answer different questions, so know which one you're buying before you pay.
Three credentials worth your time
IAPP AI Governance Professional (AIGP)
The credential for AI risk management, compliance frameworks, data governance and responsible deployment. This is the one that positions you as someone who understands the structural and ethical side of the technology, not just the buttons.
- Proctored through Pearson VUE, at a test center or remotely via OnVUE
- 100 questions, 2 hours 45 minutes, plus a 15-minute break
- Scored 100–500; 300 to pass
- $799, or $649 for IAPP members
- Covers foundations, applicable law, development governance and deployment governance
Microsoft 365 Certified: Copilot and Agent Administration Fundamentals
A baseline credential for how AI tools sit securely and productively inside the applications you already use every day. Beginner level, which is exactly the point: it is a place to start rather than something to work up to.
- Proctored exam AB-900, scheduled through Pearson VUE
- Students and educators can schedule through Certiport instead
- 45 minutes
- Covers core Microsoft 365 features, data protection and governance for Copilot, and basic Copilot and agent administration
- Microsoft publishes a free practice assessment and an exam sandbox
Google AI Professional Certificate
A comprehensive program covering AI for data analysis, strategic planning, content creation and workflow automation. You finish it with things you can actually show people, which is a different and sometimes better kind of proof.
- Not a proctored exam — earned by completing coursework
- Eight courses on Coursera, each passed at 80% or higher
- Builds a portfolio of 20+ artifacts
- The American Council on Education recommends it for 1 lower-division undergraduate credit
| Credential | How it's earned | Format |
|---|---|---|
| IAPP AI Governance Professional | Proctored exam | 100 questions, 2 hours 45 minutes, plus a 15-minute break |
| Microsoft 365 Certified | Proctored exam | Students and educators can schedule through Certiport instead |
| Google AI Professional Certificate | Coursework + portfolio | 8 courses at 80%+ |
If you're taking the AIGP
The AIGP is the most demanding of the three — 100 questions, nearly three hours, and the only one of them with a proper textbook behind it. Peter H. Gregory's Sybex study guide works through the same four domains the exam is built on.
IAPP AIGP Artificial Intelligence Governance Professional Study Guide
Peter H. Gregory, published by Sybex. Written for the exam rather than for the field, which is what you want three weeks out.
View on AmazonThe book link is an affiliate link: as an Amazon Associate, Cashmere Brunch earns from qualifying purchases, at no extra cost to you. The certification links on this page are not affiliate links and earn us nothing.
Which one should you start with?
Start with the one closest to the work already on your desk. If your job touches policy, risk, legal or compliance, the AIGP is the one that will change how people see you. If you live in Microsoft 365 all day, AB-900 is a short exam that makes you the person who understands how Copilot actually handles your company's data. If you want fluency and something to show for it, the Google program gives you artifacts.
What doesn't work is collecting all three to feel prepared. One credential you can speak to beats three you skimmed.
None of this is career advice tailored to you, and no certificate is a substitute for the work. It's leverage, so the conversation starts somewhere better than the headlines.
Until next time—keep your coffee warm, your boundaries clear, and your standards high.