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AI automation Updated 2026-06-11 · 6 min read

How the safety gate decides what to auto-reply

The 9 categories the AI refuses to handle alone, the soft-language patterns it catches, and how to override.

The safety gate is the differentiator between Summit and "AI auto-replies to everything" tools. Every inbound tenant email runs through a deterministic classifier before the AI drafts a reply. If the classifier fires, the agent drafts a reply but holds it for your review — it never ships to the tenant without you clicking Send.

The 9 categories

Soft-language manipulation

The hard categories above catch obvious red flags. The soft-language patterns catch the dangerous case the hard rules miss: a tenant collecting operator quotes before suing. Examples that fire:

Reviewing held drafts

Held drafts land on the dashboard's Escalations panel and simultaneously in your email inbox. The email contains the tenant's message, the AI's draft reply, and the specific reason the gate fired. From the dashboard you can Send (releases the draft as-is), Edit (modify then send), or Dismiss (no reply will be sent, you handle this tenant directly).

What if the gate fires on something benign?

False positives are cheap — you just click Send. The classifier is intentionally conservative because false negatives (auto-replying to something risky) are the expensive failure mode. If a pattern fires repeatedly on a tenant you trust, email us — we'll look at whether the pattern can be tightened.

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