Shipping enterprise agents without breaking trust

The trust budget is real

Every enterprise rollout starts with a generous trust budget — and most of them burn through it in the first week. A hallucinated number in a quarterly report, a confidently wrong answer to a compliance question, and suddenly the conversation isn't about the agent anymore; it's about whether IT should ever have let it ship.

Three small habits I've watched protect that budget:

• Cite, always. Even when the answer is obviously right. The citation is the seatbelt, not the destination.
• Refuse early. A polite "I don't have that data" outranks any clever paraphrase.
• Log everything. When something goes wrong, you don't want forensics, you want a replay.

Boring is a feature

The most successful agent I shipped in 2025 was boring. It answered four kinds of questions about expense policy and refused everything else. Adoption hit 80% of finance in six weeks because the bar was: this answer better be right. We met that bar by aggressively narrowing the scope.

The flashy multi-tool orchestration demos? They land beautifully in pre-sales. They struggle to keep that trust budget in production.