A sample dataset can carry a demo a long way. It’s clean, it’s fast to set up, and it makes every feature look good. What it can’t do is survive contact with a skeptical VP of Operations who wants to know why any of this applies to their environment. That gap — between “the tool works” and “the tool works for us” — is where most POCs are actually won or lost.

Start with their KPI, not your feature

The teams I’ve watched close deals fastest don’t lead with a capability tour. They ask what number the room already argues about — mean time to resolution, checkout conversion, cost per transaction — and then build backward from that number to the platform. It reframes the whole conversation from “here’s what we can do” to “here’s your number, live.”

Real data beats better slides

Wiring a customer’s own telemetry into a workshop, even a rough version of it, changes the energy in the room in a way no slide deck does. It’s more setup work up front, but it’s the difference between a prospect watching a demo and a prospect watching their own business.

Make the exposure visible, then make it actionable

This holds just as much in security conversations as in observability ones. Showing a prospect a leaked credential or an exposed endpoint that’s actually theirs does more to move a deal than any feature comparison — but only if the very next slide is “here’s what you do about it.” Surfacing risk without a next step just produces anxiety, not a buyer.

The technical win and the business win are rarely the same slide. Plan for both.

None of this is exotic. It’s mostly discipline: fewer generic demos, more time spent understanding what the room actually measures itself against, and a habit of ending every technical moment with a sentence about what it’s worth.