Operations/Assistant
AI Operations Assistant
Conversational ops over your telemetry. Respects tenant RLS, cites evidence, shows queries, confirms writes, never invents metrics.
Tenant + RLSCitations requiredWrite confirmAudit logNo invented metrics
Example questions
Conversation
Retrieval over org telemetry, runbooks, incidents and docs
ZiplyHuman Ops Assistant · tenant-scoped · cites evidence · never invents metrics · write actions require confirmation.
Why did call-success rate decline today?
Ops Assistant
Success rate fell from 92% → 84% after deploy dep_support_0803 (LLM retries=3, temp=0.4). Failure cluster: crm.update_address timeouts (6.4% tool errors) on Support Concierge in us-west-2. Related incident inc_1001 is investigating.
SELECT hour, task_success FROM metrics WHERE agent='Support Concierge' AND day=today() ORDER BY hour