Structural Teardown — Case Study

Snap Fired 1,000 People for AI. Here's the Structural Flaw Nobody Sees.

A 20-minute first principles analysis of Snap Inc.'s AI strategy using the D5 Diagnostic framework — built entirely from public information.

What You'll Learn

0:00–2:00

What Snap Announced

The timeline from $400M Perplexity deal to 1,000 layoffs in 5 months

2:00–8:00

The Structural Flaw

Why 'AI efficiency' is a narrative, not a strategy — and the evidence that proves it

8:00–15:00

What We'd Do Differently

The correct D5 sequence and the $B+ opportunities Snap is leaving on the table

15:00–20:00

The Question Nobody's Asking

The first principles question that separates 'decorative AI' from 'structural AI'

Does this pattern look familiar?

If your company is investing in AI without a structural foundation, you might have the same flaw Snap has. The difference: most companies can't afford to find out the hard way.

Book a free 15-minute Structural Teardown. We'll find the flaw — or tell you there isn't one.