What could an AI-ready intranet do for your organization?

Most people we talk to are keen to get going with AI in their organization. Often they’ve seen a vendor demo and realized that AI-enabled search could make a real difference for their employees. And to be fair, an assistant that answers questions based on HR or IT policies can be a good place to start.

When AI becomes a tool looking for a problem

But when the starting point is a vendor demo or similar, there’s a real risk that AI becomes a tool looking for a problem rather than the other way around. The licenses are bought, an AI assistant is added to the intranet, and then the search begins for where it might be useful.

Sometimes the organization finds a good home for it. But just as often, it misses the mark: well prepared for questions few employees ask, while the needs that matter most stay untouched.

The pattern is easy to fall into, because the tool is visible and the challenges are not. A demo shows exactly what a product can do, while your own needs are spread across departments, processes and everyday frustrations that nobody has written down.

To find your way to an AI-ready intranet, everyone involved needs a shared understanding of the bigger picture: what should we use AI for, and how?

Start with the problem, not the tool

Our advice is simple: before you decide on a strategy, specify use cases or even assess how AI-ready your organization and its content are, take some time to envision what AI could do for your business.

Envisioning is about creating a shared picture of how AI could make everyday work better: where it would really help, and who would notice the difference. Done well, it helps you:

• Align communication, HR and IT around what’s possible.
• Identify the most valuable use cases for your employees and your business.
• Discuss data quality, governance and ethics before they become obstacles.
• Ground your decisions in real employee needs, which helps you avoid tech-first choices and makes adoption easier.

Envisioning doesn’t mean trying to imagine everything AI could do. Select a few scenarios that are common or important in your organization, and investigate how AI could help improve them.

A scenario could be a new employee’s first weeks, a frontline worker who needs the right routine right now, or an HR team answering the same questions every day. For each one, ask where time gets lost today, what tends to go wrong, and what difference AI could make. The problem comes first, and AI has to earn its place in it.

Find AI use cases beyond the obvious

There’s a catch, though. People can only ask for what they know about. Ask what AI should do, and most will describe the obvious: an assistant that answers questions. Scenarios they’ve never come across simply don’t come up.

That’s where inspiration comes in. Seeing use cases play out in your own environment shows what lies beyond the obvious: AI that helps employees complete tasks, like guiding a new employee through onboarding or starting a request from a plain-language description, and AI that works in the background, like spotting outdated content and notifying the person responsible.

Our Inspiration Workshop is built on that idea. It brings communication, HR and IT together to explore what an AI-ready intranet could do for your organization, through use cases based on your own scenarios.

Inspiration works best when it feels close to home, so we prepare with interviews and a look into your environment beforehand. The use cases we show are chosen from your own priorities and challenges, and presented the way they could look in your organization. It’s usually the moment when “interesting” becomes “we need this”.

Get your AI questions answered before you decide

Envisioning also means getting answers to your own questions: “Can this be solved with AI?” “Can AI help with that need our employees have?” “What would it take?” They deserve answers specific to your organization rather than general claims about AI. That works best when communication, HR and IT are in the same room, where no question is too basic.

What you take away is a shared picture of the value AI could create, a first list of needs worth exploring further, and a clear next step.

Want to learn more about what an AI-ready intranet could do?

To get AI right, you need two things: a trusted blueprint for the foundation you build on, and a clear, guided path to get there. Envisioning is the first stage on that path. It’s optional, but for many organizations it changes what ends up on the priority list.

The next step is finding out what’s actually possible in your organization today: what you can do now, what needs to be prepared or procured, and a realistic timeframe. We cover that step in our article on AI readiness.

For a deeper look, don’t miss our upcoming book, The AI-Ready Intranet: Why, What, and How? It launches in January 2027, and you can sign up for a reminder when it’s available.

Curious what AI could do for your organization? Read more about our Inspiration Workshop, or book a first conversation with us. We sell no AI or intranet products, so our only interest is your outcome.

Before you decide what AI should do, find out what it could do for you.