Where Should You Use AI Next?

Bridging the Divide Between Human and AI

Stop Celebrating AI Time-Savers. Start Building AI Advantage.

“I know AI can save me time, but I’m not sure what comes after that.”

I hear this from smart business leaders every week. They’ve automated their meeting notes, streamlined their reports, maybe even built a decent chatbot. They’re proud of the efficiency gains.

And they should be.

But here’s the truth: while you’re celebrating those 3 hours saved per week, your competitors might be using AI to redesign entire customer experiences, spot market opportunities months ahead, or accelerate their team’s learning by 300%.

Time-saving is table stakes now.

The real question is what you do with that freed-up capacity.

The AI Value Stack Nobody Talks About

Most AI advice stops at “automate the boring stuff.” That’s like buying a sports car to sit in traffic.

There are actually two distinct layers of AI value, and most businesses never make it past the first:

Layer 1: Productivity – Time back, cleaner operations, fewer headaches
Layer 2: Growth – Capabilities expansion, sharper decisions, accelerated learning

The magic happens when you use Layer 1 savings to fund Layer 2 investments.

Here’s what this looks like in practice:

Layer 1: Your AI Foundation (Keep Building This)

  • Meeting follow-ups drop from 30 minutes to 3
  • Reports compile themselves overnight
  • Customer queries get resolved before humans see them
  • Data entry becomes a background process

This is crucial work. Don’t skip it. But don’t stop there either.

Layer 2: Your AI Advantage (Where You Pull Ahead)

This is where time saved becomes competitive advantage built.

Capabilities Expansion
Last month, a client used AI to prototype five new service concepts in the time it previously took to research one. They fed AI two unrelated industry trends, asked for hybrid business model suggestions, and found a revenue stream they’d never considered. Six weeks later, they’re piloting it with existing customers.

Decision-Making Enhancement
Before important meetings, paste your prep notes into AI and ask: “What’s the strongest counter-argument to this position?” or “What am I not seeing here?” I do this before every major client conversation. The blind spots it reveals are uncomfortable. And invaluable.

Accelerated Learning
Convert dense industry reports into personalised quizzes. Ask AI to explain complex topics back to you until you can teach them to others. One client I work with uses AI to digest industry white papers weekly – something that used to take his team a month.

The result? His strategic insights are consistently 6 months ahead of his sector.

Why Most Teams Get Stuck at Layer 1

Three reasons:

  1. Measurement mismatch. Layer 1 is easy to measure (hours saved). Layer 2 requires different metrics (decisions improved, capabilities gained, learning accelerated).
  2. Redeployment failure. Time saved often gets absorbed by other busy work instead of strategic activities.
  3. Comfort zone gravity. Productivity improvements feel safe. Growth experiments feel risky.

But here’s the thing: staying in Layer 1 is the riskier choice long-term.

Your Next Move

If you haven’t freed up time yet: Use the RATES assessment to identify your worst time-drains and automate them first.

If you’ve already freed up time through automation: Pick one Growth pillar and run a deliberate experiment:

  1. Choose a specific metric – revenue per client, decision speed, time-to-competency
  2. Design a contained test – one project, one team, one month
  3. Measure ruthlessly – document what worked, what didn’t, what surprised you

The businesses that master both layers won’t just be more efficient. They’ll be operating in a different league entirely.

AI isn’t here to make us busier. It’s here to make us better.

What layer are you playing in?

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Written by Alastair McDermott

I help business leaders and employees use AI to automate repetitive tasks, increase productivity, and drive innovation, all while keeping a Human First approach. This enables your team to achieve more, focus on strategic initiatives, and make your company a more enjoyable place to work.

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I turn AI tech & strategy into clear, actionable insights. You’ll discover how to leverage AI, how to integrate it strategically to get a competitive edge, automate tedious tasks, and improve business decision-making.

– Alastair.