Workflow
Design Agent-to-Human Escalation
A handoff contract that gives humans everything they need in one screen.
1 min readupdated 2026-08-01
/ quick answer
Force the agent to emit a structured escalation package with a recommended action. A handoff contract that gives humans everything they need in one screen.
A handoff contract that gives humans everything they need in one screen. The problem it solves: Escalations arrive as a 4000-token transcript, so the human redoes the work from scratch. Force the agent to emit a structured escalation package with a recommended action. It runs in 5 steps, starting with define escalation triggers: low confidence, policy hit, repeated tool failure, money above x. This workflow node is part of the Onexial knowledge graph and links to related concepts, workflows and tools below.
Problem
Escalations arrive as a 4000-token transcript, so the human redoes the work from scratch.
Solution
Force the agent to emit a structured escalation package with a recommended action.
Steps
- 01Define escalation triggers: low confidence, policy hit, repeated tool failure, money above X.
- 02Require a fixed payload: goal, what was tried, blocking reason, options, recommendation.
- 03Route to the right queue with the payload attached, not the raw transcript.
- 04Capture the human decision as structured data and feed it back as eval examples.
- 05Report escalation rate weekly — a rising rate is the earliest quality alarm.
Tools Used
Related Dictionary
/ frequently asked
What does the Design Agent-to-Human Escalation workflow do?
Force the agent to emit a structured escalation package with a recommended action.
What problem does Design Agent-to-Human Escalation solve?
Escalations arrive as a 4000-token transcript, so the human redoes the work from scratch.
How many steps does Design Agent-to-Human Escalation take?
5 steps. It starts with define escalation triggers: low confidence, policy hit, repeated tool failure, money above x. and ends with report escalation rate weekly — a rising rate is the earliest quality alarm..
Which tools does Design Agent-to-Human Escalation need?
It uses internal-ops-agent-stack — each linked below with its own node.
↳ connected nodes
Dictionary↳ linked
Agent Handoff
Agent handoff is the controlled transfer of a task — with its context — from one agent to another agent or to a human.
Dictionary↳ linked
Human-in-the-Loop
A control pattern where humans review high-risk AI decisions before execution.
Tool Stack↳ linked
Internal Ops Agent Stack
Tool-calling agent stack for internal triage, routing, research, and operations.
Tool Stack↳ linked
Multi-Agent Orchestration Stack
Tooling for coordinating several specialised agents with reliable handoffs.
Tool Stack↳ linked
AI Employee Stack
Everything a role-owning agent needs: knowledge, tools, memory and reporting.
Tool Stack↳ linked
Autonomous Operations Stack
Run autonomous workflows with approvals, audit trail and a kill switch.