The State of Product Visibility 2026
Product teams build blind
63 conversations across 10 sectors reveal how fragmented product understanding affects decisions, coordination and AI-assisted work.
“I designed the system. So I’m the only person who really knows how it all works. Unfortunately.”
Key findings
A Lumio research report based on 63 discovery conversations across 10 sectors, supported by external product and engineering research.
August 2025 – June 2026
01
Visibility is fragmented
Teams do not have a reliable shared view of how the product actually works.
02
Every answer becomes reconstruction
It takes an average of six tools to answer a simple product question.
03
The cost compounds
The effort spreads across repeated investigation, coordination, context switching and rework.
04
AI accelerates the problem
More humans and agents can interrogate and change the product while still operating against fragmented product context.