AI Architecture Decision Framework • Infinidatum Version 2.0.0

Agent vs Traditional AI Comparison Tool

Make informed decisions about when to use Agentic AI, Traditional AI, or Chatbots. Compare across 8 key dimensions and get personalized recommendations based on your use case.

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Use Case Information

Decision Framework

Use Agentic AI when

  • Task requires autonomous decision-making
  • Multiple steps or tools needed
  • Complex workflows with dependencies
  • Need for adaptive behavior
  • Multi-agent coordination required
  • Long-running processes
  • Integration with multiple systems

Use Traditional AI when

  • Single, well-defined task
  • Predictable input/output
  • No need for tool usage
  • Static decision logic
  • Batch processing
  • Simple classification/prediction
  • Cost optimization priority

Use Chatbot when

  • Simple Q&A interactions
  • Information retrieval
  • Basic customer support
  • Low complexity conversations
  • Quick deployment needed
  • Limited budget
  • Standard use cases