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Agent Playbook

Browse agentic AI tasks that instruct LLMs to carry out specific jobs.
These can be integrated into existing workflows in your apps and tools.

Fintech

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Claims Policy Verification

Claims Policy Verification

Claims Triage

Claims Triage

Claims Fraud Analysis

Claims Fraud Analysis

Customer Query Categorisation

Customer Query Categorisation

Policy Comparison

Policy Comparison

Damage Assessment from Images

Damage Assessment from Images

Insurance Needs Analysis

Insurance Needs Analysis

Policy Renewal Recommendation

Policy Renewal Recommendation

Claims Status Update

Claims Status Update

Compliance Documentation Check

Compliance Documentation Check

Claims Documentation Validation

Claims Documentation Validation

Query Triage and Escalation

Query Triage and Escalation

E-commerce Manager

Natural Language Product Search

This agentic AI task optimises e-commerce search functionality - essential for product search agents. The task configuration outlines how to:

  • Process natural language queries and user intent signals

  • Match search terms with relevant product attributes

  • Generate contextually appropriate search results

  • Provide alternative suggestions for unclear queries

  • Score and rank results by relevance factors


As a modular task, it integrates with catalogue and inventory systems, enabling AI agents to execute intelligent search processing within existing e-commerce workflows. The task specification includes outputs for query interpretation, result optimization, and suggestion generation, adaptable across various retail platforms and product categories.

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Example outputs:

{
  "interpreted_query": "Lightweight, waterproof hiking boots for women",
  "identified_intent": "Find comfortable, weather-resistant footwear for outdoor activities",
  "key_product_attributes": [
    "lightweight",
    "waterproof",
    "hiking boots",
    "women's"
  ],
  "suggested_categories": [
    "Outdoor Footwear",
    "Women's Hiking Boots",
    "Waterproof Shoes"
  ],
  "related_keywords": [
    "trail running shoes",
    "women's trekking boots",
    "gore-tex hiking shoes",
    "lightweight outdoor footwear"
  ],
  "query_specificity": "Moderately Specific",
  "suggested_filters": [
    "Gender:Women",
    "Activity:Hiking",
    "Feature:Waterproof",
    "Weight:Lightweight"
  ],
  "requires_clarification": false,
  "clarification_questions": [
    "What type of terrain will you be hiking on?",
    "Do you have a preference for low-cut or high-cut boots?",
    "Is there a specific brand you prefer for hiking boots?"

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Claims Documentation Validation

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Query Triage and Escalation

Query Triage and Escalation