INSIGHTS
What we learn taking AI to production
Direct ideas on applied AI, drawn from what we practice with clients, not from what sounds good on a slide.
July 21, 2026 · 5 min read
Why 9 in 10 AI projects die at the PoC
The easy part of artificial intelligence is the demo. What decides whether it becomes a return is the crossing to production, and that is where most projects die.
July 18, 2026 · 5 min read
Vertical AI product vs horizontal AI platform
Most AI vendors sell a horizontal platform, generic, that asks you to configure it. The opposite thesis, and why it reaches production faster.
July 15, 2026 · 4 min read
What changes when AI has to reach production
Reaching production is not the demo with more polish. It is a different kind of engineering. The five criteria Levver uses to decide what it builds.