# reducto.ai

> AI-optimized mirror of reducto.ai containing 50 pages totalling 32,556 words of clean markdown content, structured data, and semantic HTML. Original source: https://reducto.ai. Last updated: 2026-08-09T02:28:10.255Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [Reducto: The Agentic Document Platform for AI Teams](/content/site-root.html): Reducto is the agentic document platform for leading AI teams—a comprehensive toolkit for every document task, built for enterprise performance at scale. (390 words)

## Articles & Blog Posts

- [Agentic Document Platform Tutorials and Case Studies | Reducto](/content/blog/index.html): Technical articles, case studies, and tutorials on the agentic document platform, enterprise RAG, and scaling document workflows for leading AI teams. Read our latest insights → (1,331 words)
- [Reducto vs Unstructured | Platform vs Parsing Library](/content/compare/reducto-vs-unstructured/index.html): Compare Reducto and Unstructured on parsing accuracy, table extraction, deployment options, and total cost. Independent benchmark results included, plus an honest take on when each tool fits. (404 words)
- [How We Cut Parsing Latency 3x by Building Our Own Orchestration System · Reducto Engineering](/content/engineering/posts/streaq-scheduler-latency/index.html): Bursty, latency-sensitive traffic exposed the limits of per-tenant overflow pools. So we vendored a small task queue and built our own scheduling and traffic-management layer on top, keeping shared capacity warm, fair, and policy-aware while cutting parsing latency about 3x. (1,830 words)
- [Reducto Careers & Jobs | Build the Agentic Document Platform](/content/careers/index.html): Join the team building Reducto, the agentic document platform for leading AI teams. We're hiring builders to solve real problems in a high-impact, fast-moving team. Explore open roles. → (714 words)
- [When does accepted speculative decoding translate into higher throughput and lower latency? · Reducto Engineering](/content/engineering/posts/speculative-decoding-throughput-latency/index.html): We benchmark multi-token prediction across workloads and concurrency levels to show when accepted speculative tokens improve throughput—and when verification overhead takes over. (980 words)
- [Reducto vs AWS Textract | Agentic Platform vs Cloud OCR](/content/compare/reducto-vs-aws-textract/index.html): Compare Reducto and AWS Textract on accuracy, tables, multilingual support, pricing, and deployment. Benchmark results included, plus an honest take on when each fits, including for AWS-committed teams. (388 words)
- [Split | Document Segmentation, Made Easy | Reducto](/content/split/index.html): Reducto Split is the segmentation layer of the agentic document platform. Describe sections in plain language; Split returns the page ranges for each. Partition keys group repeating sub-documents automatically. (324 words)
- [Reducto vs Azure Document Intelligence | Compared](/content/compare/reducto-vs-azure-document-intelligence/index.html): Compare Reducto and Azure Document Intelligence on parsing accuracy, model training vs zero-shot extraction, deployment options, and pricing, with an honest take on when each fits. (410 words)
- [Cookbooks: Document AI Templates and Recipes | Reducto](/content/cookbooks/index.html): Ready-to-use templates, recipes, and code samples for building document workflows with Reducto. Copy, paste, and ship faster → (578 words)
- [Extract | Structured Data Extraction from Any Document | Reducto](/content/extract/index.html): Reducto Extract is the extraction layer of the agentic document platform. Return defined fields as typed JSON with a citation and bounding box on every value. Schemas, prompts, and Deep Extract for production accuracy on the long tail. (348 words)
- [Reducto vs Datalab | Agentic Platform vs Research Parser](/content/compare/reducto-vs-datalab/index.html): Compare Reducto and Datalab on parsing accuracy, structured extraction, enterprise readiness, and pricing. An honest look at open-source research models vs a production-proven agentic document platform. (353 words)
- [Pricing | Reducto Agentic Document Platform](/content/pricing/index.html): Flexible, credit-based pricing for Reducto's agentic document platform and Studio. Choose Standard, Growth, or Enterprise plans with free credits, HIPAA/SOC 2 compliance, and priority support. (343 words)
- [Agentic Document Platform for Construction | Reducto](/content/industries/construction/index.html): Reducto is the agentic document platform for construction AI teams. Process blueprints, contracts, bids, invoices, and submittals with enterprise-grade accuracy at scale. (322 words)
- [Reducto vs Gemini | Agentic Document Platform vs Raw LLM](/content/compare/reducto-vs-gemini/index.html): Compare Reducto and Gemini for document work: reading order, table fidelity, spatial citations, determinism, and cost at volume. An honest look at what raw LLM calls lack in production pipelines, and when each fits. (432 words)
- [Reducto vs Extend | Agentic Document Platform Compared](/content/compare/reducto-vs-extend/index.html): Compare Reducto and Extend on measured extraction accuracy, platform breadth, enterprise deployment, and pricing. Independent benchmark results included, plus an honest take on when each fits. (415 words)
- [The false positive problem: how LLM judges mislead table OCR benchmarks · Reducto Engineering](/content/engineering/posts/llm-judges-table-ocr-false-positives/index.html): We built a benchmark where ground truth is known by construction, then used it to show that frontier LLM judges hallucinate table OCR errors at non-trivial rates. (837 words)
- [Agentic Document Platform for Government & Defense | Reducto](/content/industries/government/index.html): Reducto is the agentic document platform for government, defense, and public sector AI teams. Secure processing of forms, permits, intelligence reports, and regulatory filings at enterprise scale. (325 words)
- [Agentic Document Platform for Insurance | Reducto](/content/industries/insurance/index.html): Reducto is the agentic document platform for insurance AI teams. Process mixed-format policies, claims, and ACORD forms with audit-ready accuracy at enterprise scale. (320 words)
- [Agentic Document Platform for Healthcare | Reducto](/content/industries/healthcare/index.html): Reducto is the agentic document platform for healthcare AI teams. HIPAA-compliant processing of medical records, clinical notes, and claims at enterprise scale. (290 words)
- [Parse | Turn Any Document into Structured Data | Reducto](/content/parse/index.html): Reducto Parse is the ingestion layer of the agentic document platform. Turn PDFs, scans, spreadsheets, and slides into structured, citation-ready JSON for LLM, RAG, and agent workloads at production scale. (358 words)
- [Fixing the Real Bottleneck in Our CV Serving Stack · Reducto Engineering](/content/engineering/posts/fixing-cv-serving-bottleneck/index.html): Customer bursts exposed a weakness in our CV serving stack that average traffic mostly hid: the bottleneck was not model compute, but the pipeline around it. (1,011 words)
- [Edit | Fill PDF Forms and Modify DOCX with Natural Language | Reducto](/content/edit/index.html): Reducto Edit closes the agentic document loop, turning extracted data back into a finished file. Vision-based field detection, reusable form schema, and optional DOCX highlighting at production scale. (352 words)
- [Product Engineer | Careers at Reducto](/content/careers/118e1eed-9b9e-4550-9e33-f6363c593c2b/index.html): ABOUT REDUCTO

Reducto is the agentic document platform for leading AI teams who demand enterprise performance at scale. We provide a comprehensive toolkit for  (909 words)
- [Reducto vs LlamaParse | Agentic Document Platform vs Parser](/content/compare/reducto-vs-llamaparse/index.html): Compare Reducto and LlamaParse on parsing accuracy, structured extraction, enterprise readiness, and pricing. Independent benchmark results included, plus an honest take on when each tool fits. (359 words)
- [Studio | Build Document Pipelines Visually | Reducto](/content/studio/index.html): Reducto Studio is the no-code workspace for the agentic document platform. Build, test, and deploy document pipelines without code—same engine as the API, included with every plan. You only pay for processing. (543 words)
- [Reducto vs Pulse | Agentic Document Platform Comparison](/content/compare/reducto-vs-pulse/index.html): Compare Reducto and Pulse on parsing accuracy, structured extraction, enterprise readiness, and pricing. Independent benchmark results included, plus an honest take on when each tool fits. (346 words)
- [Customer Case Studies | Reducto Agentic Document Platform](/content/customers/index.html): See how leading AI teams—from seed-stage startups to enterprises like Scale AI, Harvey, and Vanta—use Reducto's agentic document platform for production document workflows at scale. (298 words)
- [Lead Software Engineer, Platform  | Careers at Reducto](/content/careers/1a0a37f5-acdc-4ad5-8d17-aaf29456c3df/index.html): We’re hiring founding software engineers to help us continue to serve our customers as we build the ingestion layer that connects human data with LLMs. (601 words)
- [How we built our agent-native observability stack · Reducto Engineering](/content/engineering/posts/agent-native-observability/index.html): Most AI-for-observability demos start with a chatbot over logs. We cared about a less flashy question: could an agent understand our production system well enough to help operate it? (681 words)
- [Agentic Document Platform for Finance | Reducto](/content/industries/finance/index.html): Reducto is the agentic document platform for financial AI teams. Process research reports, filings, statements, and complex spreadsheets with decimal-level fidelity at enterprise scale. (245 words)
- [Classify | The Document Router for AI Pipelines | Reducto](/content/classify/index.html): Reducto Classify is the routing layer of the agentic document platform. Define your taxonomy in plain language and Classify returns the best match plus per-criterion confidence, fast enough to gate every pipeline. (242 words)
- [Reducto vs Google Document AI | Platform vs Cloud OCR](/content/compare/reducto-vs-google-document-ai/index.html): Compare Reducto and Google Document AI on accuracy, zero-shot extraction, deployment options, and pricing. Benchmark results included, along with an honest take on when each fits. (351 words)
- [Compare Reducto | Reducto vs Other Document Processing Tools](/content/compare/index.html): Honest, detailed comparisons of Reducto against other document parsing, OCR, and extraction tools: accuracy, deployment, tooling, and who each option is best for. (250 words)
- [Agentic Document Platform for Logistics & Supply Chain | Reducto](/content/industries/logistics-supply-chain/index.html): Reducto is the agentic document platform for logistics and supply chain AI teams. Process bills of lading, customs forms, invoices, and shipping manifests with enterprise-grade accuracy at scale. (213 words)
- [Built to Scale: How Doe Automated Over 8 Million Agent Tasks with Reducto | Reducto](/content/blog/reducto-doe-ai-agent-customer-story/index.html): Doe has completed over 8 million tasks for customers through its AI agent command center, using Reducto to handle complex document work at scale. (1,376 words, Jul 21, 2026)
- [Deep Extract vs. Frontier Models vs. Humans: The Real Tradeoffs for Long Structured Extraction | Reducto](/content/blog/reducto-deep-extract-mode-vs-frontier-models-vs-humans.html): Deep Extract trades a higher cost for near perfect accuracy on long, high stakes documents, compared with the manual review process most teams still rely on. (1,228 words, Jul 20, 2026)
- [Reducto Raises Frontier Model Accuracy on GDP.pdf | Reducto](/content/blog/reducto-raises-frontier-model-accuracy/index.html): Frontier models score under 30% on GDP.pdf, a benchmark of 100 real professional documents. We ran the same tasks with Reducto's structured parse added: macro accuracy jumped 9pp, reasoning tokens dropped 13%, and answers arrived faster despite 82% more input. (1,063 words, Jun 16, 2026)
- [What is an Agentic Document Platform? | Reducto](/content/blog/reducto-what-is-an-agentic-document-platform/index.html): Learn about what makes an agentic document platform, and how it differentiates from previous IDP and OCR solutions. (2,391 words, Jun 11, 2026)
- [Announcing Reducto’s Classify Endpoint: Route Documents Before Processing | Reducto](/content/blog/reducto-classify-endpoint-api/index.html): Learn about Reducto's new Classification endpoint, which helps categorize documents in a fast and lightweight way before downstream document work. (1,407 words, May 21, 2026)
- [Reducto acquires Opennote | Reducto](/content/blog/reducto-acquires-opennote/index.html): We're announcing our acquisition of Opennote, the AI notebook that helps students understand, organize, and practice from their notes. (294 words, May 7, 2026)
- [Reducto Is Now Available on AWS Marketplace | Reducto](/content/blog/aws-marketplace-reducto/index.html): Reducto is now available on AWS Marketplace, enabling enterprises to purchase the leading AI document intelligence platform using their committed AWS spend. (708 words, Feb 6, 2026)
- [Reducto Announces $108M in Funding to Define the Future of AI Document Intelligence | Reducto](/content/blog/reducto-series-b-funding/index.html): We're announcing $108M in total funding following a new $75M Series B led by a16z. See what we've learned and our plans for the future. (684 words, Oct 14, 2025)
- [How Gumloop Enables Anyone to Make AI Workflows with Reducto | Reducto](/content/blog/gumloop-case-study/index.html): Read how Reducto powers Gumloop's AI automation of enterprise workflows, allowing non-technical teams at Instacart and Webflow to rapidly scale AI adoption. (903 words, Jun 24, 2025)
- [Automating Enterprise Workflows at Scale with Stack AI and Reducto | Reducto](/content/blog/reducto-stack-ai-case-study/index.html): Learn how Stack AI customers have processed over 5M+ documents using Reducto in their enterprise automation workflows. (854 words, May 29, 2025)
- [Reducto raises $24.5M Series A to help enterprises unlock unstructured data | Reducto](/content/blog/reducto-series-a-funding/index.html): We raised a $24.5M Series A led by Benchmark to help enterprises turn unstructured data into accurate, LLM-ready inputs—at scale. Read more on what we've built and where we're headed next. (728 words, Apr 25, 2025)
- [Mistral OCR vs. Gemini Flash 2.0: Comparing VLM OCR Accuracy | Reducto](/content/blog/lvm-ocr-accuracy-mistral-gemini/index.html): We benchmarked Mistral AI vs. Gemini Flash 2.0 to assess the accuracy of their OCR models after release. The results are intriguing as they don't appear to align with what was posted on Mistral's blog. (919 words, Mar 6, 2025)
- [Announcing RD-TableBench: An Open-Source Table Benchmark | Reducto](/content/blog/rd-tablebench/index.html): We released a new comprehensive open benchmark for table parsing. (694 words, Nov 4, 2024)
- [Reducto raises $8.4 million to help LLMs read documents the way humans do | Reducto](/content/blog/seed-round/index.html): Reducto now powers ingestion pipelines for some of the world's leading AI companies, and we're excited to share we've raised $8.4M in funding led by First Round to further our mission of making human data LLM-ready. (706 words, Oct 2, 2024)
- [Evaluating AWS Textract for PDF Parsing - Table Extraction | Reducto](/content/blog/evaluating-textract-for-pdf-parsing/index.html): We evaluated AWS Textract's ability to parse documents. (508 words, Jul 1, 2024)

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