When Retrieval Isn't Enough

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.