Agents prototype well—but they fail in production

2026-06-05

The model is rarely the problem. It's usually the context layer: agents that can't find the right record, act on stale data, or break when they need live enterprise state at runtime. We mapped the most common failure modes and what teams are doing to fix them. See the failure modes →