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Quarterly board, after a peer's splashy AI launch.

Director asks why we aren't 'AI-first' like Peer X

A board director asks why we aren't pursuing an aggressive 'AI-first' strategy like competitor Peer X, which has been heavily marketing AI features. Internally, your view is that Peer X's announcements are mostly marketing on top of mediocre fundamentals.


Strong answer · Executive casual MODEL
Two answers — one about Peer X, one about us. On Peer X, the marketing is louder than the substance; their last release was a thin wrapper with a launch event, and their retention numbers haven't moved. On us, the question I want to be ready for is the right one: where does AI change the unit economics of our specific business? We've identified two areas where it does — support deflection and document workflows — and both are in the roadmap with measurable targets. Where I'd push back is on the framing that 'AI-first' is itself a strategy. It's a capability. The strategy is what we use it for, and that has to be specific to our customer's job.
The risk of looking flat-footed is real. The risk of theatrically launching a half-baked feature is bigger — that's what's happening at Peer X.
Visibility matters. A short, credible communication of what we are doing — with metrics — would be reasonable; a launch event without substance would not.
Traps to avoid
  • Adopting a buzzword as strategy.
  • Letting peer-press define the agenda.
  • Skipping the unit-economics test for AI features.
What you'd verify next
  • Concrete deflection or productivity numbers from the two roadmap items.
  • Peer X's actual retention and revenue impact, if disclosed.
  • Customer signal: are they asking for AI features, or are sales asking for talking points?
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