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Complaint Escalation Monitoring Playbook

Detects high-severity complaints, legal risk language, and escalation triggers in conversations. Supports proactive intervention and compliance oversight.

QA & Compliance3 kits · 9 bricks

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Deploy this kit stack into your workspace. Customize bricks, scoring, and outputs to match your team.

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Without this playbook

Most teams handle complaint escalation monitoring through scattered call reviews, manager opinion, and isolated examples. Without a shared operational definition, the signals stay inconsistent and difficult to act on across volume.

With this playbook

A shared, repeatable lens for complaint escalation monitoring - with structured outputs you can route into coaching, reporting, and workflow automation. Every conversation produces evidence, not just opinions.

Built for

QA managers, compliance officers, and operations leads

When teams use it

  • Automated QA scoring at full coverage
  • Compliance audit preparation
  • Exception and escalation routing

The operational stack

3 kits behind this playbook

Not all complaints are equal, and the ones that matter most are the ones that get buried. This stack separates complaint severity to prioritise the most urgent cases, legal and risk language detection to catch potential exposure before it escalates, and resolution tracking to determine whether the conversation actually resolved the issue or trapped it in a loop. Compliance teams get structured triage instead of relying on agents to self-report the conversations that went badly.

Escalation Severity Kit

3 bricks

Detects complaint severity and escalation triggers.

Included bricks

Customize this kit

Severity Language Present

Boolean

Detects strong language indicating severity of complaint or issue

Risk Context Type

Category

Classifies type of risk expressed legal operational or financial

Severity Score Score

Score

Scores severity level based on combined signals

Legal/Risk Mention Kit

3 bricks

Flags legal or risk phrases in conversations.

Included bricks

Customize this kit

Risk Or Legal Phrase Present

Boolean

Detects legal or risk relevant language

Risk Category Type

Category

Classifies type of legal or risk language

Severity Rating Score

Score

Scores severity of risk statements

Resolution Alert Kit

3 bricks

Detects whether escalation or complaint is resolved or trapped.

Included bricks

Customize this kit

Issue Unresolved Present

Boolean

Detects unresolved issues from conversation content

Resolution Signal Present

Boolean

Detects explicit resolution statements

Resolution Quality Score

Score

Evaluates quality of AI objection handling language

Knowledge base

Supporting materials

The kits in this playbook work best when backed by reference materials that ground the evaluation. Upload these into your workspace knowledge base to improve accuracy and relevance.

Learn more about Knowledge Bases

Complaint severity classification criteria

Legal risk language lists and regulatory red flags

Escalation procedures and resolution authority documentation

Regulatory reporting requirements for complaints

Complaint resolution SLA documentation and tracking requirements

Structured output

What you get back

Every conversation processed through this stack produces a structured JSON object. Each brick contributes a typed field - booleans, scores, categories, or string lists - that you can route, aggregate, and report on.

Example output shape

{
  "severity_language_present": true,
  "risk_context_type": "Strong",
  "severity_score_score": 7,
  "risk_or_legal_phrase_present": true,
  "risk_category_type": "Strong",
  "severity_rating_score": 7,
  "issue_unresolved_present": true,
  "resolution_signal_present": true,
  "resolution_quality_score": 7
}

In practice

How teams use these outputs

The structured outputs from this stack integrate into your existing workflows. Use them wherever you need repeatable, evidence-based signal from conversations.

Automated QA scoring at full coverage

Compliance audit preparation

Exception and escalation routing

Agent performance reporting

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Deploy this playbook in your workspace

Customizing creates a workspace-owned draft with this playbook's full kit stack. Adjust bricks, scoring, and outputs to fit your team, then publish when ready.