aiproductivityworktutorial

How to Actually Use AI at Work (Beyond Smart Google)

Matthias Foerster
5 de febrero de 2026
5 min de lectura

Key Takeaways

  • AI as search engine = 10% of the value. AI as thinking partner = the rest.
  • Two modes that work: amplify what you already know, and fill skill gaps while learning.
  • Speed up the 80% that's repetitive so you can focus on the 20% that needs judgment.
  • Some things should stay human: decisions that need context, relationships, vision.

You type a question into ChatGPT. You get an answer. You move on.

Sound familiar?

That's how most people use AI. It's also why most people think AI is "nice but not game-changing."

I've spent the last year integrating AI into my daily work - running fractional CCO engagements for biotech startups, building apps on the side, managing chaos as a single dad of three. Along the way, I figured out what actually works versus what just feels productive.

Here's the shift that changed everything for me.

The Problem: You're Using AI Like Google With Better Grammar

Most people treat AI like a fancier search engine. Ask a question, get an answer, done.

That works for quick facts. But it misses the point.

The real value isn't in answers. It's in thinking together.

Search engine mindset: "AI, give me the answer."

Thinking partner mindset: "AI, here's what I'm working on. Here's my angle. Help me develop it."

One makes you dependent. The other makes you better.

Mode 1: Amplify What You Already Know

This is where things get interesting.

You bring your experience, your context, your half-formed ideas. AI enriches them.

Here's how it works for me: I'm preparing for a client meeting about their go-to-market strategy. I don't ask AI to "write a GTM strategy" - that would give me generic garbage. Instead, I share my initial observations, the patterns I've seen in similar companies, and ask AI to challenge my assumptions and fill gaps.

The result isn't AI's strategy. It's my strategy, refined and pressure-tested.

Think of it as a tag team. I bring the judgment. AI brings the processing power.

Try this: Before your next project, write down your initial thoughts - messy and incomplete is fine. Then ask: "Here's my thinking on X. What am I missing? What would make this stronger?"

You'll be surprised how much better your own ideas get when you have something to push against.

Mode 2: Fill Your Skill Gaps (And Learn While You Work)

This one surprised me.

AI isn't just a shortcut. It's an accelerated learning tool.

Need to write Python but you're not a developer? Work with AI to build it - but pay attention to what it's doing and why. You'll learn faster than any course because you're solving a real problem, not a hypothetical exercise.

Need to understand a legal concept for a contract review? Ask AI to explain it, then ask follow-up questions until it clicks.

The outcome: the gap gets filled AND you're smarter for next time.

Try this: Next time you hit a skill gap, don't just ask AI to do it for you. Ask it to do it while explaining the reasoning. "Write this code and explain each section so I understand the logic."

You get the output you need plus the knowledge to do it yourself later.

Mode 3: Speed Up the 80%

Some work just needs to get done. First drafts, research compilation, repetitive formatting, meeting summaries.

This is the 80% that's necessary but not strategic. AI handles it fast so you can spend time on the 20% that actually needs your brain.

I use AI for:

  • First drafts of emails (I always edit, but the blank page problem disappears)
  • Research compilation (gathering information from multiple sources)
  • Template creation (once I define the structure, AI fills it)
  • Meeting prep (summarizing context I need to review)

None of this replaces me. It just removes the friction so I can focus on what matters.

Try this: Identify the tasks you do every week that are repetitive and low-judgment. Start there. Build a prompt that handles them.

What NOT to Outsource

Here's where people go wrong.

Some founders I know are delegating strategy to ChatGPT. That's like hiring a brilliant intern to be your CEO.

AI can generate options. It cannot tell you which option fits your context. It doesn't know your team, your constraints, your history, your relationships.

Keep these human:

Judgment calls. AI can inform them, but someone needs to make the call knowing what's at stake.

Relationship decisions. Who to hire, fire, partner with. This requires reading people, not processing data.

Context-dependent choices. Only you know the full picture. AI sees what you show it.

Vision and direction. AI can help articulate what you already sense. It can't tell you what to care about.

The goal isn't automation. It's amplification.

Getting Started If You're Still Hesitant

Forget the hype. Forget the "AI will take your job" fear.

Start small:

  1. Pick one recurring task that drains your time
  2. Spend 20 minutes trying to make AI help with it
  3. Iterate until it works

That's it. No courses. No certifications. Just practical experimentation with real problems.

The people getting value from AI aren't the ones reading about it. They're the ones using it every day, iterating, learning, building the muscle.

Twenty minutes. One task. Start there.

The Bottom Line

The real divide isn't between people who use AI and people who don't.

It's between people who use AI to replace their thinking versus people who use it to amplify their thinking.

Replace makes you dependent.
Amplify makes you better.

I know which side I'm betting on.

Frequently Asked Questions

Do I need technical skills to use AI effectively?

No. The approaches here work for anyone. You don't need to code or understand how AI works under the hood. You just need to experiment and iterate.

How much time does it take to get good at this?

A few weeks of daily use. The learning curve is less about skills and more about building intuition for what AI handles well versus what it doesn't.

Is this just for work tasks?

No. The same principles apply to personal projects, learning new topics, creative work - anything where you want to think better or move faster.

What if AI gives me wrong information?

It will sometimes. That's why thinking partner matters more than answer machine. You're still responsible for judgment. AI accelerates your process - it doesn't replace your brain.

Which AI tool should I use?

Start with whatever you have access to. ChatGPT, Claude, Gemini - they all work for these approaches. The tool matters less than how you use it.

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