AI Document Extraction Software with confidence scores and citations | Extract (original) (raw)

Gain targeted insights from complex documents, with granular citations and confidence scores

Field-level confidence scores

Quantify extraction certainty by individual columns

Citations & traceability

Trace data to the source with explanations

Multi-field extraction

Capture names, dates, numbers, decisions, and more

Layout + context-aware

Uses reasoning for superior accuracy extraction

Iterative schema development

Define your own schema or auto detect fields from your source document

Granular control

Different parsing modes to optimize for the right balance of cost and accuracy

01

Insurance claims

Extract policy ID, claim reason, outcome

02

Invoices

Extract total, due date, vendor

03

Contracts

Extract parties, dates, obligations

04

Research

Extract key findings, conclusions, authors

05

Call transcripts

Extract sentiment, speaker quotes, decisions

Go even further with workflow automation

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Parse Index Act Decide

We’ve helped leading teams go from prototype to production with real-world results.

Cemex, a global construction materials company, has successfully applied AI across its operations since 2018. LlamaParse has significantly boosted our development process; from taking weeks to develop to delivering value in a few hours.

As an Applied AI Data Scientist who holds one of the first ML patents in the U.S. and leads AI development at one of the world's largest Private Equity Funds, I can attest that LlamaIndex's LlamaParse stands out as the premier solution for parsing complex documents in Enterprise RAG pipelines. Its exceptional handling of nested tables, complex spatial layouts, and image extraction is crucial for maintaining data integrity in advanced RAG and agent-based model development.

LlamaParse has been a game-changer for us. With its ability to accurately parse millions of pages and extract key data points, our clients can now easily identify valuable public sector opportunities that would have otherwise been buried in documents. It’s a powerful tool that has enabled us to deliver unmatched insights and grow revenue for our clients in the B2G space.

We benchmarked LlamaParse against everything else we could find. It had the most reliable output and cleanest formatting—especially for our most difficult content.