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Blog/Research

When Retrieval Isn't Enough

FT
Frontal Team8 min read

Start with a concrete example:

"Should we approve this customer's request?"

The answer might require: CRM → contract → billing → support history → account relationships → policy → current operational state.

No single document contains the answer.

The problem isn't retrieval. It's assembling and reasoning over a connected environment.

This naturally leads into:

  • structured data
  • graphs
  • ontology
  • APIs
  • events
  • permissions

This is where you begin introducing Frontal's approach without making the post a product pitch.

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