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AI rollout plan generator

Bring the teams that own your systems in early. This AI rollout plan generator turns a few answers into a timeline and a brief for your security, network, and enterprise apps teams.

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What data does it touch?

Check everything that applies.

On an IT team, its brief helps you convince your own colleagues. On a business team, you get a section on making the case from there.

This makes the timeline longer or shorter.

Your rollout plan

Rollout plan for your AI project

Teams that own your systems can slow a project down when they hear about it late. This plan asks each of them early, with what they will want to see.

Timeline

  1. Week 1Ask the security team
  2. Weeks 1 to 2Ask the network team
  3. Weeks 2 to 3Ask the enterprise apps team
  4. Weeks 5 to 8Run the pilot
  5. Weeks 9 to 10Decide: scale, fix, or stop

Security team

Ask in Week 1 · Expect a normal-sized conversation

What they’ll worry about
  • Where does our data go, and who at the vendor can see it?
  • What internal information could end up in prompts, and who can see the results?
  • How are access and logs handled, and what happens when something goes wrong?
What to bring
  • A one-page data-flow summary: what goes in, where it’s processed, and what comes out.
  • The vendor’s security documentation, and your completed vendor questionnaire.
  • The roles that will have access, and how access is granted and removed.
What to say
  • “Our data [stays in our region and isn’t used to train the vendor’s models]. I’ll confirm that in writing.”
  • “We’ll start with [five pilot users] and read-only access, and only expand after you’ve reviewed it.”
  • “Logs are kept for [30 days], and [a named owner] reviews them [weekly] during the pilot.”

Network team

Ask in Weeks 1 to 2 · Expect a normal-sized conversation

What they’ll worry about
  • Which domains and ports does it need, and can we limit access to named users or devices?
  • How much traffic should we expect, and what happens if the service goes down?
What to bring
  • The list of domains, address ranges, and ports the vendor documents.
  • The number of users and a rough traffic estimate.
  • Which users or devices need access.
What to say
  • “Access is for [named users] only, and the change is limited to [these domains].”
  • “If there’s a problem we can roll back by [removing the allowlist entry].”
  • “We expect about [number] requests at peak, and we’ll [monitor it] through the pilot.”

Enterprise apps team

Ask in Weeks 2 to 3 · Likely a short conversation

What they’ll worry about
  • Does it need access to our systems at all, or does it stand alone?
  • How does it fit our release and change windows?
  • Who owns it after the pilot?
What to bring
  • A note on whether it connects to any system, and which.
  • The permissions or API scopes it needs, and nothing more.
  • A named owner for support after launch.
What to say
  • “[A named team] owns support from day one.”
  • “It’s read-only during the pilot, so it can’t change anything in your systems.”
  • “We’ll schedule around your [change windows] and won’t ask for exceptions.”

The people side

  • Name a sponsor who can decide when these teams disagree.
  • Pick [5 to 10] pilot users who want to try it and will give honest feedback.
  • Train them on what it can and can’t do, and which data stays out.
  • Agree the success measures before the pilot starts, so the decision at the end isn’t an argument.
  • Tell the wider team what is happening and why before the pilot begins.

How to use it

  1. Describe the project. Say what the AI does, where it runs, what data it touches, and whether it can change things. Each answer changes what the teams will worry about.
  2. Say who you are. Pick the team you’re on, from IT or the business, and how formal change is at your organization. The plan and the timing adjust to match.
  3. Copy the briefs. Copy the whole plan or a single team’s brief, replace the [brackets] with your own facts, and take it to the teams in the order the timeline shows.

Why AI rollouts slow down

Think about who has to say yes: the teams that own the network, the applications, and security. Each has real questions about data, access, and support, and each takes time to answer. I’d ask them early, with answers ready, and keep the first pilot small enough that any of them can say yes.

Before this step, see the AI readiness assessment, and for the security questions use the AI vendor questionnaire generator.

AI rollout planning, explained

How long does an AI rollout take?
It depends mostly on how formal change is where you work. A small team with quick decisions can start a pilot within a few weeks. In an organization with change boards and long security reviews, getting the security, network, and application teams to agree can take most of a quarter. The generator sets different timing for each case.
Which teams need to approve an AI tool?
Usually security, network, and the team that owns the systems the AI connects to, plus legal or privacy when personal data is involved. This generator covers the three teams that can delay an integration. Your own process may add others.
What does a security team look for in an AI tool review?
Where data goes and who can see it, whether the vendor can use it to train models, how access and logs are handled, what the AI is allowed to change, and what happens when something goes wrong. The vendor questionnaire generator on this site writes a tailored list of these questions.
Why involve the network team in an AI rollout?
Hosted AI tools usually need new allowlist entries, private connections, or extra capacity, and those requests have lead times. Asking early keeps a firewall change from becoming the reason the pilot starts a month late.
How do I get IT teams to support an AI project?
Ask early, bring answers to the questions they will raise, offer a small pilot they can end at any time, and name an owner who will support it afterward. Teams object to surprises and on projects with no owner, far more than on AI itself.
What if I’m on one of the IT teams myself?
Pick your team in the generator. Your brief changes from a list of asks into talking points for convincing your own colleagues, with the likely objections and suggested answers.
What if I’m on a business team like sales, finance, or HR?
Pick your team in the generator. Along with the briefs for security, network, and enterprise apps, you get a section on how to frame your ask from where you sit and what IT is likely to ask you in return. It covers sales, marketing, finance, human resources, legal and compliance, and operations.

I’m Courtney Stephenson, an AI strategy and implementation leader, and I built this tool. If you’re planning a rollout and want help getting your teams on board, get in touch.

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