Anyone fancy some AI sprawl?

Thought not.

“We already pay for Copilot. Why do we need Rovo too?” Every CFO and budget holder is asking. Across every enterprise. Every quarter.

A fair question, and a wishy-washy answer could cost you the budget you actually need.

This is not really an AI question. It is a “where is your Delivery operation quietly losing hours every week” question.

Where Copilot stops

Microsoft 365 Copilot is excellent. It writes your slides. It summarises Teams chat. It drafts Outlook replies. Inside Microsoft, it earns its keep.

But there is one place it does not live, and that’s inside your Jira and Confluence. Which means it cannot see the things that actually matter to your Delivery week. The dependency two Epics over that is about to slip. The gate that is the chokepoint on your portfolio this month. Even with a ticket pasted in front of it, Copilot only ever sees one thing at a time.

To get any of that into Copilot, someone has to copy and paste it out of Jira and into a chat window. Which is both tedious and a data leak waiting to happen.

The bridge you would otherwise have to build

You can wire it up properly. Buy a connector. Write the integrations. Pipe Jira data into Microsoft. Teach Copilot your workflow every conversation. Say the build is six weeks of two engineers (££££). You maintain it (££ a month, forever). The next time Atlassian ships a data model change (which they do roughly every Tuesday), it falls over. The next time the engineer who built it hands in their notice, it falls over harder.

This is the tax you’ll keep paying. Every week your Atlassian stack does not have native AI, your team pays it. Mostly in Friday afternoons, that your best PMs will never get back.

Let us put a number on it

Take an enterprise Delivery team:

• 8 PMs
• 4 hours each per week on status reporting (pulling figures out of Jira, hunting blockers, formatting a deck, retyping the same RAG status into three stakeholder templates)
• Loaded cost at enterprise rates: £75 an hour

That is £2,400 a week. £124,800 a year. On one task.

Now run the same team with Rovo. The agent reads the data, drafts the update, the PM reviews, tweaks and sends. Status takes one hour instead of four.

Three hours back per PM, per week. £93,600 a year. Reclaimed.

Now extrapolate. Do the same maths for backlog hygiene, gate readiness, dependency hunting and portfolio reporting. Then do it again for the rest of your team. Designers, BAs, devs, testers, release managers. Rovo has agents for all of them, and others across the business too.

Tell the story as money saved, hours given back or output stepped up. The verdict is the same. The number stops being £93k. It starts being the kind of number you put in a benefits case.

For comparison, a Rovo seat costs less than the Friday coffee round in most enterprise teams. The integration you would otherwise build with Copilot, a connector and a maintenance budget runs to six engineer-months upfront and never quite amortises. Because, y’know... next Tuesday.

What you are actually buying

What you are buying is the bit of Copilot you would otherwise have to build, maintain and replace every time someone leaves. It lives inside Atlassian. It inherits your permissions. No copy-paste. No connector. No compliance wobble.

It reads your data in context. The Epic that rolls up into the programme. The blocker hiding in someone else’s backlog. The dependency chain that would take you a morning to map by hand. Ask Rovo in plain English (“what’s slipping this sprint?”, “who’s blocking who?”) and you get the answer, not a 17-tab investigation.

It is not AI for AI’s sake. It is the AI that solves the problem you actually have: too many of your most expensive people spending too many hours doing work the system already has the data and capability to do for them.

The bottom line

Copilot is the right tool for Microsoft work. Rovo is the right tool for Atlassian work. Trying to make one do the other’s job is not a cost saving. It is the most expensive integration you will never finish building. HS2 for your Atlassian stack.

If your Delivery already runs on Jira & Confluence, you have already made the strategic call. Rovo is not “another AI subscription”. It is closing the obvious gap. And reclaiming three hours a week, per PM, while you do it.

Personally, I would rather pay for the tool that already speaks the language than pay engineers in perpetuity to translate.

The harder question is where to start. If you want a ranked list of where AI will actually move the needle in your Delivery operation first, then check out my DS AI Readiness Prioritiser.