A vendor walks into a $500M-revenue mid-market enterprise that's been a ServiceNow customer for four years. The vendor demos an exciting new AI platform. Three-quarters of what they're demoing is already sitting in the customer's existing tenant, switched off because nobody mentioned it during the licence renewal. Then a Big-4 firm scopes a $2M nine-month engagement to "transform the AI estate."
None of which is wrong, exactly. It's just not where the answer is.
The pattern repeats across mid-market portfolios with depressing consistency. The average ServiceNow ITSM customer uses a fraction of the AI capability they've already licensed — Now Assist, Virtual Agent, AI Search. Paid for. Switched off. The average Microsoft 365 E5 customer has Copilot and Purview AI sitting in the SKU. Most haven't turned them on. The average AWS customer has Bedrock available in their account. Most haven't deployed a single model.
The CIO doesn't know it's there because the platform vendor's CSM didn't mention it. The CSM has a quota on net-new SKUs, not activation rates on existing ones. The Big-4 firm doesn't lead with it because there's no margin in telling you to use what you've got. The single-platform partner doesn't lead with it because their incentive is to sell their own tech regardless.
The structural answer is the audit before the strategy. What's licensed. What's deployed. What's the gap.
Two-thirds of the time, the gap is smaller than the platform vendor's pitch deck would suggest — and a meaningful portion of the use cases on a typical AI strategy roadmap are deliverable through capability the customer is already paying for.
This is the work nobody's incentivised to do. The vendor isn't. The big advisory firm isn't. The internal team usually isn't, because they're busy running the platform — not auditing it for AI capability gaps.
It's also the work that, once done, makes every subsequent decision sharper.
What this looks like in practice
You don't need to commission a six-month transformation programme to answer the question "are we using what we've got?" You need a structured six-week audit. You need it conducted by someone with no platform-vendor revenue incentive. You need the output to be a quantified roadmap your CFO can sign — not slideware.
That's the offer. It's not a transformative repositioning of your AI estate. It's a clear-eyed reckoning with what you already paid for.
The unflashy answer to "what's our AI strategy?" is usually "use what we paid for." Doesn't make a great keynote. Does make a CFO sign the SOW.
Simran Aujla is the founder of Intelliture. We do AI strategy and platform delivery for mid-market enterprises running ServiceNow, AWS, or Microsoft.
Ready to find out what's already in your platform estate?
Run our free AI Readiness Index — 15 minutes, vendor-neutral, one-page report by email.
Run the Index →