Use Cases
Which agent for which task. Practical selection guidance from production deployments.
Agents
Analytics
Architecture
Audio
Content
Document Summarisation
Reducing long documents to actionable summaries while preserving key details.
Content Generation at Volume
Generating high-volume editorial content that stays on-brand and factually accurate.
Multi-Language Translation
Translation that preserves tone, nuance, and cultural context across language pairs.
Long-Form Writing
Generating multi-thousand-word documents with consistent voice and internal coherence.
Product Description Generation
Generating product descriptions at scale from structured attributes.
Creative
Education
Engineering
Code Review at Scale
Automated code review: catching bugs, enforcing standards, suggesting improvements.
Data Extraction from Unstructured Text
Pulling structured fields from documents that resist traditional parsing.
SQL Generation
Translating natural language to SQL with schema awareness and error correction.
Code Generation
Generating working code from specifications with appropriate error handling and tests.
API Documentation Generation
Generating clear, accurate API documentation from code and schema definitions.
Test Generation
Generating unit and integration tests from code and specifications.
Code Refactoring
Systematic code refactoring across large codebases with consistency and test preservation.
Data Visualisation Code Generation
Generating chart and dashboard code from descriptions and sample data.
Finance
Legal
Legal Document Review
Reviewing contracts and legal documents for risk, obligations, and unusual terms.
Document Comparison
Identifying differences between document versions or comparing source and derivative documents.
Contract Drafting Assistance
Accelerating contract drafting with AI that understands standard clause libraries and jurisdiction conventions.
Operations
Customer Support Agent
Automating customer support with AI agents that know when to escalate.
Email Classification
Classifying inbound email by intent, urgency, and routing destination at scale.
Meeting Notes and Action Item Extraction
Converting meeting recordings into structured notes and assigned action items.
Knowledge Base Building
Converting unstructured organisational knowledge into a structured, searchable knowledge base.
Products
Research
Research Synthesis
Synthesising multiple sources into coherent analysis with citations.
Question Answering over Document Corpora
Answering natural language questions from a fixed document corpus with source attribution.
Competitive Intelligence
Automated monitoring of competitor products, pricing, and positioning.