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Interact with your AI agents in...

7 capabilities to evaluate in AI agent platforms.

7Capabilities

Claude, ChatGPT, and Cursor

AI agents are callable inside Claude, ChatGPT, and Cursor via each platform's native tool/action interface and can execute at least workflows end-to-end.

Evaluation Criteria

Evidence of a working, documented integration: official listing/docs + runnable setup + a successful end-to-end workflow in the target surface (no "theoretical support").

Examples

  • Claude Tool Use via Anthropic Messages API
  • ChatGPT Actions/Assistants action (manifest/OAuth)
  • Cursor editor extension or MCP that triggers the agent

Slack and Discord

Native bot integrations that let agents run tasks, respond, and interact within team chats (not just webhooks).

Evaluation Criteria

Must include native bot apps with rich, interactive features (slash commands, buttons, threads). One or more workflows must run fully inside Slack/Discord with proper auth and error handling.

Examples

  • Slack bot app with /command support
  • Interactive messages and channel triggers
  • Discord bot that responds to slash commands

Zendesk, Salesforce, and any Support Platform

Direct integrations with major CRM and customer service platforms for seamless workflow integration.

Evaluation Criteria

Must provide native integrations with ticket creation, customer data access, or workflow automation. Should be more than just API connections.

Examples

  • Zendesk ticket integration
  • Salesforce case management
  • CRM data synchronization
  • Workflow automation

Product Expert Chat Bubble ("Ask AI")

Dedicated conversational AI Agent for customer support that knows everything about the product and company that can search, cite, and handoff questions to other support questions when needed.

Evaluation Criteria

Must be able to be based on indexed data in a company's internal and external docs. Must be fully configurable for control and customization.

Examples

  • Inkeep Ask AI support feature

Answers with Inline Citations

Responses that include specific references to source documents with clickable links or clear attribution.

Evaluation Criteria

Must provide traceable sources for generated content. Look for clickable links, document references, or clear source attribution in responses.

Examples

  • Footnote-style citations
  • Inline source links
  • "According to [document]" attributions
  • Source confidence scores

Guardrails

Safety mechanisms that prevent inappropriate responses and confidence thresholds that trigger human escalation.

Evaluation Criteria

Must include content filtering, response confidence scoring, and automatic escalation when confidence is low. Should show safety mechanisms in action.

Examples

  • Content filtering systems
  • Confidence score displays
  • Automatic escalation triggers
  • Safety policy enforcement

Enterprise Search (Semantic search, Algolia Replacement)

Advanced search capabilities that understand context and meaning, not just keyword matching.

Evaluation Criteria

Must demonstrate semantic search capabilities across enterprise data sources with relevance ranking and context understanding.

Examples

  • Natural language search interfaces
  • Semantic relevance scoring
  • Cross-platform search capabilities
  • Search analytics
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