A No-Hype Take on Idea Filters (AI SaaS)

Honest framing.

What It Is

A 15-minute exercise. Six binary questions. Catches the AI ideas that look good in demos and lose to the next model release.

What It Is Not

• A predictor of success.
• A guarantee against commoditization.
• An excuse to ignore model improvements.

What It Buys

Eliminates obviously fragile ideas. The survivors still need pilots. The pilots still need real margins. The filter is the cheapest cut, not the only cut.