InFO‑RAG

Prioritizes the most business-critical information first, keeping conversations focused and valuable.

What InFO-RAG Means for Your Business

InFO-RAG prioritizes the most business-critical information first, keeping conversations focused and valuable.

The AI That Knows What Matters Most to Your Business

How It Works

InFO-RAG doesn't just retrieve information — it intelligently ranks and prioritizes the most critical, actionable information that directly impacts your business outcomes.

  • • Ranks information by business impact
  • • Prioritizes critical deadlines
  • • Focuses on actionable insights
  • • Filters out low-priority details
  • • Maintains conversation relevance

Real Business Example

Insurance Claims Processing:

Insurance chatbot prioritizes critical claim deadlines and coverage limits over minor policy details when customers ask about accident claims.

Result: Customers get the information they need to take immediate action, while avoiding information overload that could delay critical decisions.

Bottom Line: InFO-RAG is perfect for businesses where information overload is a problem, or where you need to ensure customers focus on the most critical, actionable information that drives business outcomes.

Coverage objective
Re‑rank for maximal coverage of sub‑topics, sections, or entities.
Diversity penalty
Avoid redundancy by down‑weighting near‑duplicate chunks.
Query decomposition
Split complex queries into facets and retrieve per facet.
Balanced k
Allocate k across facets to fit token budget and maintain recall.

Reduce omissions on complex questions

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