CHATSEE RESEARCH · 2026 REPORT
Wrong answers aren’t the biggest AI risk anymore.
10,000+ observed enterprise AI failures. The new report from ChatSee Research maps where AI systems really break — and why the answer isn’t what the industry expects.
10,000+
failure events analysed
150+
failure categories
12
industry verticals
5
findings that reframe risk
WHO IT'S FOR
Built for the people responsible for AI in production.
Traditional monitoring tells you if your API is up, but not if the agent’s logic is sane. For SREs, this creates a massive visibility gap.
CIOs & CAIOs
Board-facing view of enterprise AI risk beyond model quality.
CISOs & risk
Escalation, governance, and audit exposure in agentic workflows.
SREs & platform
Runtime signals, execution reliability, workflow-completion metrics.
Product leaders
What agent-type specialisation means for what you ship next.