All AI rollouts hit the same wall eventually: the technology works but adoption doesn’t keep up. Goldman Sachs estimates generative AI could add $7 trillion to global GDP every year, yet MIT research shows 95% of AI pilots still fail to prove measurable ROI. That gap isn’t about the tool. It’s about whether anyone explained to their teams why it matters, what to do with it, and how to keep using it once the novelty fades.
That’s a communications job, not a technology one. Internal comms shouldn’t just support an AI rollout from the sidelines. It should be leading it, with a claim on the budget to match.
Watch our webinar: New Tech, Same Challenges: The Key Role of Internal Comms in AI Adoption
Leading an AI rollout comes down to three things: giving people a reason to use the tool, building a network that carries the message beyond one announcement, and keeping the story going long after launch day.
The clip below explores how poor communication can derail an AI rollout.
Give People a Reason, Not Just a Rollout
Employees are already stretched, so handing them a new tool without explaining why doesn’t build adoption. It builds resistance.
Organizations that get this right tell people what’s changing, what it means for their specific role, and what they need to do to be ready. They connect the tool to a real task, so employees hit the light-bulb moment where the value becomes obvious instead of theoretical.
That means going beyond simple use cases like drafting and summarizing. It also means being honest about limitations. It means giving employees complete clarity on when they should use AI and what good looks like in practice. Telling employees what a tool can’t do builds more trust than only selling them on what it can, and trust is what keeps people using it past week one.
The clip below talks about the important of understanding the use cases of new technology.
Successful AI adoption also depends on creating safe environments for experimentation. Employees need clear guardrails and permission to learn rather than feeling they'll be criticized for getting AI wrong. Good governance gives people confidence to experiment responsibly.
Build the Network Beyond the Announcement
A single launch email won’t move adoption on its own. Employees listen to their manager before they listen to a message from the top of the business, so managers need the tools and talking points to reinforce the change day to day.
Another angle is to create a network of champions within the business where people on the ground support colleagues through the change in real time.
Both routes turn a one-off announcement into an ongoing support structure, which is what adoption depends on.
Keep the Story Going with an AI Hub
AI capability moves fast, and most employees haven’t kept up with it. For example, Copilot today does things it couldn’t do 12 months ago, but without an ongoing narrative, an employee’s understanding of the tool freezes at whatever point they were first introduced to it.
That’s why AI adoption needs a living home, like an AI hub, where comms can keep amplifying use cases, sharing success stories, and updating guidance as the tool set evolves. This way, organizations don’t rely on a single announcement to cover every aspect of an AI rollout.
Comms Should Claim a Share of the AI Budget
None of this happens for free. Comms needs a budget to match the mandate, and it doesn’t need to invent one from scratch.
Leading industry analysts suggest that for every $1 an organization spends on an AI tool, it should spend $5 on enablement and change support to make that investment pay off. The good news is that money is already sitting inside the AI budget most organizations have set aside.
The mistake is assuming that budget is earmarked for licensing and rollout alone. If comms is going to lead employees through this change, and there’s a strong case it should, they have as much claim to that budget as the technology team does. ROI starts with adoption, and adoption starts with people who know the tool exists, understand why it matters, and feel confident enough to use it. The AI budget should be funding this effort and should be there for the comms team to take a share of.
The clip below explains why comms should be claiming a share of an organization's AI budget.
Hear the Full Conversation
AI adoption isn't won on launch day. It's won through thousands of small moments, when employees understand the value, know where to go for guidance, trust the guardrails around them, and confidently make AI part of the way they work.
Get the reason right, build the network, keep telling the story, and claim the budget to fund it, and comms turns an AI rollout into AI adoption.
Gallagher’s Allan Tanner and Unily’s Matthew Boyd dig into the role of internal comms in AI adoption in our recent webinar, covering the adoption gap, the comms models that close it, and the governance that keeps it sustainable.
Watch the full session for the practical frameworks you can bring back to your organization.
Anna has over five years’ experience delivering insight-led content campaigns for businesses at the front of their industry, from finance to GBS to employee experience. At Unily, she creates value-driven content that helps organizations unlock better employee experiences, working closely with customers to ensure her work reflects real-world challenges with practical, relevant takeaways. As part of the Brand and Communications team, Anna aligns content to Unily’s central mission: to engage, empower, and inspire employees everywhere.