Your AI Roadmap: Why Most Organisations Get This Wrong
Noah Olatoye

Noah Olatoye

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Your AI Roadmap: Why Most Organisations Get This Wrong

Here's the reality: your team is already using AI tools. The question isn't whether they're adopting AI—it's whether you know what they're using.

The Hidden AI Problem

Most organisations realise their AI usage only after the fact. Employees download tools, integrate APIs, and build workflows without central oversight. This situation creates blind spots that can develop into serious governance issues.

What You Need to Map First

Before building any AI strategy, audit these three areas:

Current Tool Usage: What AI tools are your teams actually using? Survey departments to uncover the shadow AI adoption happening right now.

Capability Gaps: Where do you need AI most? Identify processes that would benefit from automation or enhancement.

Resource Requirements: What skills, infrastructure, and budget do you need to support responsible AI use?

Your Ethical AI Roadmap

Think of this as your team's decision-making manual. It should answer:

  • Which AI tools are approved for different use cases
  • What APIs and integrations meet your security standards
  • When human oversight is required
  • How to handle sensitive data in AI workflows

The Priority Framework

You can't solve everything at once. Start with:

  1. High-impact, low-risk applications where AI can deliver quick wins
  2. Critical processes that need immediate governance
  3. Skills development to build internal AI literacy

Your Next Steps

Begin with a simple AI inventory across your organisation. Ask each department what tools they're using and why. You'll likely be surprised by what you discover.

This isn't about restricting AI use; it's about enabling it responsibly.

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