Grep, Embeddings, or Both? Join us for a live webinar on June 30th to see the retrieval harness we built for agents.

The new standard for complex document processing

LlamaIndex delivers the world’s most accurate agentic OCR and document-specific AI workflows, powering complete enterprise automation

Get started with LlamaParse for free

Our free plan includes:

  • 10,000 free credits per month (~1000 pages)

  • Agentic OCR for layout-aware document parsing

  • Structured extraction of defined schemas

  • Build and deploy end-to-end document agents

Why LlamaParse

Beyond OCR. Beyond parsing. Agentic understanding.

Three pillars that turn messy, real-world documents into the high-fidelity data your agents need to act.

  • 01

    Agentic OCR

    Not just character recognition. LLM-powered agents reason about layout, tables, figures, and handwriting — across 90+ formats.

  • 02

    Structured extraction

    Define a schema, get validated JSON. No more post-processing scripts or brittle regexes for every new document type.

  • 03

    Workflow automation

    Chain parsing, extraction, and reasoning into durable pipelines. From PDF to production agent in a single API call.

Industries

Trusted across every document-heavy industry

Financial services

Parse 10-Ks, earnings reports, and loan documents at enterprise scale.

Healthcare

Extract structured data from clinical notes, lab results, and patient records.

Legal

Review contracts, filings, and discovery documents with citation-grade fidelity.

Insurance

Automate claims intake, policy review, and underwriting from any submission format.

Manufacturing

Turn spec sheets, BOMs, and maintenance logs into queryable operational data.

Retail & e-commerce

Process invoices, catalogs, and supplier documents across a global vendor network.

Government

Modernize intake for public records, forms, and regulatory filings at agency scale.

Technology

Build document-aware agents into the next generation of AI-native products.

Financial services

Parse 10-Ks, earnings reports, and loan documents at enterprise scale.

Healthcare

Extract structured data from clinical notes, lab results, and patient records.

Legal

Review contracts, filings, and discovery documents with citation-grade fidelity.

Insurance

Automate claims intake, policy review, and underwriting from any submission format.

Manufacturing

Turn spec sheets, BOMs, and maintenance logs into queryable operational data.

Retail & e-commerce

Process invoices, catalogs, and supplier documents across a global vendor network.

Government

Modernize intake for public records, forms, and regulatory filings at agency scale.

Technology

Build document-aware agents into the next generation of AI-native products.

Try the knobs

Tune parsing. Watch it transform.

Flip the switches to see LlamaParse adapt a real Q1 earnings report in real time.

Parsing config

0 of 6 active

Cleaning

Structure

Assets

earnings-q1-2025.md
Live preview
Acme Technologies, Inc. — Q1 2025 EarningsPage 12 of 48

# Revenue by Segment

## Financial Summary

SegmentQ1 2025Q1 2024YoY
Cloud$6.8B$5.6B+21%
Platform$3.7B$3.1B+19%
Managed AI$1.0B$0.9B+11%
Merged from page 13
Total$11.5B$9.6B+20%

Acme's cloud segment continues to lead with $6.8B in Q1 revenue, representing 59% of total revenue for the quarter.

## Extracted images

revenue_chart.pngmarket_share.png

Spatial coordinates

{ x: 42, y: 185, w: 520, h: 24, text: "Revenue by Segment" }
[Cloud segment] ← context: “Infrastructure, platform, and managed AI services”
© 2025 Acme Technologies, Inc.Confidential
Toggle switches to see the output change →

See what it handles

Every document type. Understood.

Scroll to watch LlamaParse transform tables, charts, handwriting, multi-page documents, and equations into clean structured markdown.

Input
RegionQ1 2025Q2 2025YoY
North America$4.2B$5.1B+21%
Europe$2.8B$3.4B+18%
Asia Pacific$1.9B$2.2B+16%
Product breakdown
Mobility $3.1BDelivery $2.8BFreight $0.4BMobility $3.8BDelivery $3.5BFreight $0.5B
OutputParsed
| Region         | Q1 2025 | Q2 2025 | YoY  |
|----------------|---------|---------|------|
| North America  | $4.2B   | $5.1B   | +21% |
| Europe         | $2.8B   | $3.4B   | +18% |
| Asia Pacific   | $1.9B   | $2.2B   | +16% |

### Product breakdown
| Segment  | Q1    | Q2    |
|----------|-------|-------|
| Mobility | $3.1B | $3.8B |
| Delivery | $2.8B | $3.5B |
| Freight  | $0.4B | $0.5B |
Tables

Complex tables, perfectly preserved.

Nested tables, merged cells, multi-page spans, and irregular headers — every row and column extracted with structure intact.

Charts

Charts become structured data.

Bar charts, line graphs, pie charts — parsed into tables and JSON with values, labels, and trends extracted automatically.

Handwriting

Reads what OCR can't.

Scanned documents, photographed notes, handwritten forms — agentic OCR understands context and intent, not just pixels.

Multi-page

Tables that span pages? Stitched.

Financial statements, regulatory filings, long data tables that break across pages — merged back together automatically into one clean table.

Equations

Math and formulas, preserved exactly.

LaTeX equations, chemical formulas, mathematical notation — extracted with full symbolic fidelity from research papers and technical documents.

How it works

From document chaos to intelligent automation

The only end-to-end platform for redefining document workflows

  • 1B+

    Documents processed

  • 25M+

    package downloads a month

  • 300k+

    LlamaParse users

Products

Your

  • documents.

  • agents.

  • way.

From high-accuracy parsing to a fully open agent framework — LlamaIndex gives you fully modular components to build document agents tailored to your data, your workflows, and your infrastructure.

01

LlamaParse

LlamaParse powers enterprise-grade document automation with industry-best parsing, extraction, indexing, and retrieval — optimized for accuracy, configurability, and scalability.

Industry-leading document parsing for 90+ unstructured file types — including support for embedded images, complex layouts, multi-page tables, and even handwritten notes.

02

Workflows

Workflows is an event-driven, async-first workflow engine that orchestrates multi-step AI processes, agents, and document pipelines with precision and control.

Orchestrate AI Workflows

Easily chain together multiple steps, loop, and parallel paths.

Built for Speed

Async-first workflows that seamlessly integrate with modern Python apps, like FastAPI.

Event-Driven

Architecture for workflows you can launch, pause, and resume—statefully and seamlessly.

03

LlamaIndex

LlamaIndex is a developer-first agent framework that rapidly accelerates time-to-production of GenAI applications with trusted low and high-level abstractions. Optimized for agents, RAG, custom workflows, and integrations.

Modular building blocks

Start building with core components like state, memory, human-in-the-loop review, reflection, and more.

Developer-First

Fully-featured Python and Typescript SDKs that easily embed into your existing tech stack.

Integrate Anywhere

Pre-built third party connectors for LLMs, data sources, vector DBs, and more.

Industries

Unlock document automation across industries

Finance

From financial research and due diligence to automated invoice processing, leading banks, hedge funds, and fintechs are transforming workflows with AI.

Explore finance

Insurance

Risk and protection leaders are turning unstructured data into action—streamlining underwriting, audits, and claim proccessing.

Explore insurance

Manufacturing

Leading manufacturers are using AI to extract insights from specs, manuals, and inspection reports—faster and more accurately.

Explore Manufacturing

Healthcare

From medical records and handwritten doctor notes to insurance claims, healthcare providers are using AI to streamline clinical and administrative workflows.

Explore Healthcare

Partnerships that scale with your goals

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

Start building your first document agent today

LlamaIndex gets you from raw data to real automation — fast.