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Introducing LLM-Connected Data Q&A: Ask Your Documents Anything

LNA Team1 mars 20262 min read

We're excited to announce one of the most requested features in LNA's history: LLM-Connected Data Q&A — a way to ask questions about your extracted document data using plain English.

The Problem With Extracted Data

Extracting data from PDFs into Excel is a huge time-saver. But once you have structured data, the next question is always the same: what does this data tell me?

For most teams, answering that question means building pivot tables, writing formulas, or exporting to a BI tool. These steps take time, require specialized skills, and create friction between having data and understanding it.

How Data Q&A Works

With LLM-Connected Data Q&A, you can simply ask:

  • "What's the total invoice amount for Q1?"
  • "Which vendor had the highest shipping costs last month?"
  • "Are there any duplicate entries in this batch?"

LNA uses a large language model connected directly to your extracted data to generate accurate, contextual answers — with references back to the source documents.

Built for Trust

Every answer from Data Q&A includes:

  • Source citations — see exactly which documents the answer came from
  • Confidence indicators — understand how reliable the answer is
  • Audit trail — full traceability for compliance requirements

We designed this feature with the same philosophy that drives all of LNA: automation should be transparent and verifiable.

Available on Professional and Enterprise Plans

LLM-Connected Data Q&A is available today on Professional and Enterprise plans. Existing Professional customers will see it in their dashboard automatically — no setup required.

If you're on the Starter plan and want to try it out, you can upgrade anytime from your account settings or contact our team for a demo.