AI agentIntake-to-pay

AI request escalation agent

An AI request escalation agent watches requests for the triggers you have defined, such as no activity beyond a set time, a repeated policy breach, a high-value item or an unanswered question.

  • People stay in control
  • Every action is logged
  • Start with a small sample
Stalled request record
Escalation rules by stage
Organisation and cover details
Earlier escalations
AI request escalation agentPrepared for review
  • ✓Escalation draft with timeline
  • ✓Recipient and path
  • ✓Escalation log with outcome
Handed toProcurement lead receives the draft to approve
5inputs it reads
6steps in the walkthrough
1point where a person decides
3outputs it prepares
See it run

Watch it work

Agent Record Person
Live walkthrough
  1. 1Stalled requestRecord
  2. 2Check the rulesAgent
  3. 3Find the next personAgent
  4. 4Draft the escalationAgent
  5. 5Lead approvesPerson
  6. 6Escalation loggedRecord

A request has no movement and no owner action.

The agent reads the escalation rules for its stage.

It identifies who should be told.

It writes a short note with the history.

A lead decides whether to send or resolve directly.

The step and outcome are recorded.

The basics

What is an AI request escalation agent?

When a trigger fires it assembles a short case note: what the request is, where it stalled, what has been tried and what is needed.

Read the full explanation

The note goes to the named escalation contact for that situation. The agent does not override, approve or reassign the request itself.

Where it breaks

Why this step is hard by hand

Escalation often depends on someone noticing a problem and knowing who to tell, which fails when people are busy or new.

A request can sit untouched because each person assumes someone else has raised it.

The receiving manager has to ask what happened before they can help.

Staff are unsure who is next in line for a given kind of problem.

When everything is urgent, genuine exceptions are lost.

The same blocker returns because nobody wrote down how it was settled.

The path

How the agent does it

  1. 01Watch the triggers

    The agent monitors requests for the conditions your rules define.

  2. 02Choose the destination

    It selects the escalation contact for that trigger and category, using backups where needed.

  3. 03Build the case note

    A summary lists the request, its history, the point of delay and the decision needed.

  4. 04Send and track

    The note is delivered and the agent tracks whether it has been acknowledged.

  5. 05Record the outcome

    When the person resolves it, the decision and reason are written to the request.

Want to see this flow on your own items?

Bring a small sample and watch Flo work through it.

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Under the hood

Inside the work

AspectBy handWith the agent
TriggerEscalation depends on someone deciding to complain.Stalled requests meeting the rules are flagged without anyone asking.
ContextEscalation emails lack the history.The note carries the timeline and what has been tried.
Target personIt is unclear who to escalate to.The escalation path is read from the rules.
ToneEscalations feel like blame.Notes state the facts and what is needed, not who failed.
Follow-upEscalated items are forgotten.The outcome is tracked until the request moves.
People and control

Who decides, and what to watch

What stays with people

  • ✓
    Making the decisionThe person escalated to decides how the request proceeds.
  • ✓
    Defining triggersLeaders choose what counts as stalled, risky or urgent.
  • ✓
    Judging urgencyPeople weigh business impact that rules cannot see.
  • ✓
    Recording lessonsOwners note when the same blocker recurs so the process can change.

Mistakes to avoid

  • ×
    Triggers set too tightConstant escalations numb the people who receive them.
  • ×
    No context in the noteA bare alert sends the manager hunting for details.
  • ×
    Skipping the first conversationEscalating before asking the owner can feel like a surprise accusation.
  • ×
    Never closing the loopAn escalation with no recorded outcome teaches the process nothing.

Not sure where request escalation fits in your process?

Talk it through with the team. We will map it to your steps and show where a person stays in control.

  • Works from a sample of your real items
  • Shows what Flo handles and what it hands over
  • No commitment to start
Rollout

Rolling it out

  1. 1Write the path

    Define who escalates to whom at each stage.

  2. 2Draft for review

    Prepare notes and let a lead send each by hand.

  3. 3Track outcomes

    Record what happened after each escalation.

  4. 4Prune the rules

    Remove escalation triggers that never lead to action.

Signs you would benefit

Stalls get noticed lateThe first sign is a frustrated requester.
Nobody agrees who to escalate toRequests wait while the argument happens.
Escalation emails lack historyThe recipient asks the same questions again.
The same escalation recursThe root cause is never fixed.
The numbers

How to measure it

Set your own baseline first. We do not publish benchmarks without a source you can check.
Metric 1

Escalation resolution time

Resolution time = date the escalation was resolved − date it was raised, averaged across escalations

It shows how quickly escalated requests get unstuck. A long average may mean escalations reach the wrong person or arrive without the detail needed to act.

  • Track how many escalations had to be re-routed to a different person.
  • Count escalations per trigger to retire triggers that rarely lead to action.
Questions

Frequently asked questions

Quick answers to what people ask most about request escalation.

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What is request escalation?

It is raising a purchase request to a more senior or different person when it stalls, breaks a rule or carries unusual risk. An AI agent applies your triggers and sends the case with its history.

Can the agent reassign or approve a request?

No. It raises the case to the right person, who decides. Reassigning or approving is done by people with authority.

Who decides what triggers an escalation?

Your procurement leadership does. The agent only applies the rules you set, and the triggers can be adjusted as you learn what works.

How is this different from approval escalation?

Request escalation covers any stalled or risky request at any stage. Approval escalation deals specifically with approvals that have not been actioned.

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Try request escalation on your own data

Bring a small sample of real items. We will show what Flo handles on its own and where it hands over to your team.

  • People approve, sign and pay
  • Every action is logged
  • Start with a small sample