Agent Ecosystem. Human Oversight
AI That Knows When to Ask for Help
Configurable oversight gates where agents escalate to humans for approval, clarification, or exception handling, with full context delivered instantly.
Overview
What is human oversight for AI agents?
Fully autonomous agents are powerful, but not every decision should be made without a human in the loop. Human oversight lets you configure confidence thresholds at which agents automatically pause and escalate: to Slack, email, a web dashboard, or any other channel. The human gets full context, makes a decision, and the agent continues. Every escalation and approval is logged for audit.
What's included
Confidence thresholds
Define numeric confidence thresholds per task type. Agents escalate automatically when their certainty falls below the threshold.
Escalation routing
Route escalations to the right person or team based on task type, severity, and business unit, via Slack, email, or custom webhooks.
Context delivery
Reviewers receive the full task context, inputs, agent reasoning, confidence score, and suggested action, in one concise package.
Approval workflows
Support single-approver, multi-approver, and consensus-based approval models with configurable timeout and fallback policies.
Audit logging
Every escalation, approval, rejection, and override is recorded with timestamps, user identity, and reasoning for full compliance traceability.
SLA monitoring
Track how long escalations sit unreviewed and alert managers when human review SLAs are at risk of being breached.
How it works
From setup to production
Configure
Set confidence thresholds, escalation channels, and approval policies for each agent role and task type.
Integrate
Connect your oversight channels. Slack, email, or custom, via webhook. No agent code changes required.
Escalate
When an agent hits a low-confidence situation, it pauses and sends a structured escalation with full context to the right reviewer.
Learn
Human decisions are fed back to the agent as labelled examples, gradually improving confidence so fewer escalations are needed over time.
FAQ
Common questions
Related
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