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Solutions · AI to human handoff

Continue the work when AI hands off to a human.

OpenMethods preserves the verified identity, live context, workflow state, decisions, and attempted actions required for the human agent to continue without reconstructing the interaction.

Context transfer

What travels with the handoff

Six things move with the customer. Select each one to see what the person receives.

01
Happened

What the customer actually asked for.

The conversation so far, in the customer's own words, not a category code.

The gap

A transcript records the conversation. It does not carry the work.

Most escalations hand a person a block of text and a queue position. Everything operational, including what was verified, what was retrieved, and what was already attempted, is left for the agent to rebuild by asking the customer again.

Transcript transfer

01

The interaction restarts

02

Identity is re-asserted from scratch

03

The agent reads text to infer state

04

Attempted automated actions are invisible

05

The customer repeats what they already said

06

Two disconnected records of one interaction

Operational continuation

01

The workflow resumes

02

Verification status travels with the escalation

03

Retrieved context is already assembled

04

Attempted actions and their results are explicit

05

The workflow opens at the next decision

06

One continuous, auditable record

The handoff payload

What should travel with the escalation

OpenMethods can preserve each of the following, subject to the policies you configure for the receiving channel and agent.

Established before the boundary

01

Verified identity and its assurance level

02

Relevant interaction and account history

03

Current interaction state and position in the workflow

04

Context already retrieved from source systems

Held by the person after the boundary

01

Decisions already made and the rules behind them

02

Actions attempted, with their outcomes

03

Applicable business rules and entitlements

04

Available next actions for the receiving agent

The goal is continuity of operational context, not a promise that every escalation is effortless. What travels, and what must be re-established, is a policy decision you own.

Architecture

Escalation as a governed workflow event

The handoff is not a transfer of a conversation. It is a step in the same workflow, evaluated and recorded like any other.

01

Limit reached

Policy, confidence, or customer request triggers escalation.

02

State packaged

Identity, context, decisions, and attempts are captured as structured state.

03

Re-scoped

Sensitive fields are filtered to the receiving agent's permissions.

04

Resumed

The workflow opens for the person at the next decision point.

05

Recorded

The escalation itself is logged as part of one continuous history.

Identity and permissions

Continuity within your policy, never around it

Verification performed during the automated portion can carry forward when it satisfies your policy for the receiving channel. When it does not, the workflow prompts for the additional step rather than assuming it away.

Assurance carried

The verification method and level travel as data, not as an assumption.

Re-scoped access

Context is filtered to what the receiving agent is permitted to see.

Policy re-evaluated

Rules run again for the new actor and channel.

Step-up when required

Additional verification is requested inside the flow when policy demands it.

Logged event

The handoff, and everything carried with it, is auditable.

The human agent's view

Arrive at the decision, not at the beginning

The person receiving the escalation opens a workflow already in progress, with the reason for escalation stated plainly.

Why it escalated

The trigger is explicit: a policy boundary, a low-confidence step, or a customer request.

What was tried

Every automated action and its result is visible before the agent speaks.

What is possible now

Permitted next actions are presented, filtered by the same rules as before.

Representative escalation

A delivery exception that exceeds automated authority

The AI agent completes what policy allows, then escalates operational state. Write-back happens once, from the workflow, regardless of who finished the work.

01

The AI agent diagnoses the exception

Identity is verified, the order is located, and the carrier scan is retrieved.

Identity providerOrder managementCarrier
02

Policy stops the remedy

The goodwill credit exceeds automated authority for this account tier.

Business rulesEntitlements
03

State is packaged and re-scoped

Verification level, retrieved context, and attempted actions transfer to the receiving queue.

CCaaSWorkflow
04

The human decides

The agent approves the remedy from the same workflow, with full visibility of the attempt history.

CRMPayments
05

One record closes

Notes, disposition, and the remedy are written back across the affected systems.

CRMOrder managementCase management
Write-back after a handoff

Because the AI-led and human-led portions are steps in one workflow, the outcome is recorded once and consistently.

A single interaction record spanning both actors

Dispositions that reflect the final outcome, not the escalation

Transactions committed to each system of record

Attribution for every read and write, automated or human

Bring us the escalation your customers notice most.

We will map what must travel with it, what your policy requires re-established, and how the workflow resumes for the person who takes over.