You finally get AI on the agenda with a client, and instead of a yes, you get an essay. The CRM doesn't talk to the fund admin. Reconciliation still runs in Excel. Before any of that changes, the CIO says, they need to fix their data first. There's already a three-year re-platform being scoped.
That answer sounds responsible. It's also how a live deal goes quiet for two years.
ECI just published a blog post on exactly this objection, and it comes with a reframe you can use in the room. The short version: clients don't need one perfect dataset before touching AI. They need small, governed data products, a reconciled position snapshot, a searchable research corpus, that ship in six to eight weeks and plug into a live use case immediately.
That's the sprint model ECI runs as a managed service through ELLA Build, with ELLA Protect handling the compliance mapping alongside it.
The post includes ready-to-use responses for the objections you'll hear most: "we need to fix our data first," "we ran a pilot and it never made it to production," and "we started a governance program two years ago and it's still going."
If you've got a client stuck behind this exact objection, this is worth a look before that conversation goes cold.
