The Signal Flare - Data Driven Insights

The Signal Flare - Data Driven Insights

Tear Down the Walls

AI Chat Alone Won’t Save You From Dashboard Hell

Mike Lukianoff's avatar
Mike Lukianoff
Sep 28, 2025
∙ Paid

Most businesses operators I talk to have the same data setup: seventeen different logins for seventeen different dashboards that can’t talk to each other. Marketing lives in one system. Labor scheduling in another. Customer data in a third. Want to know which promotions actually drive profit? Good luck stitching that together manually.

Now every software vendor is adding AI chat to their dashboard. Don’t get me wrong - chat interfaces are genuinely revolutionary. They’re intuitive, powerful, and feel like the future. But slapping AI chat onto isolated systems is like putting a Maserati steering wheel on a Honda Civic. Sure, it feels luxurious, but you’re still driving a Civic.

The real problem isn’t how we talk to our data. It’s that our data sources can’t talk to each other until we enable it.

The Questions You Can’t Answer

Machine learning can finally solve the mysteries that have plagued business for decades:

  • Which marketing campaigns actually increase profits (not just sales)?

  • How do p…

User's avatar

Continue reading this post for free, courtesy of Mike Lukianoff.

Or purchase a paid subscription.
© 2026 Mike Lukianoff · Privacy ∙ Terms ∙ Collection notice
Start your SubstackGet the app
Substack is the home for great culture