Unstract is an Agentic Document Intelligence platform that helps automate complex workflows which currently requires humans to process. Unstract consistently and accurately maps complex documents (with unlimited variants) into a single JSON schema - helping supercharge downstream workflows and agentic automations. Unstract features a purpose-built environment, Prompt Studio, for JSON schema mapping. The platform also supports various connectors to systems like n8n or MCP servers to enable real-world agentic workflows. Mapping and structuring can also be done through API calls or ETL pipelines, enabling wide-ranging and easy integration. Key Features & Benefits - Prompt Studio: Purpose-built, no-code environment to map unlimited variants to a single JSON schema through prompt engineering. - LLMChallenge: A powerful LLM-as-a-judge implementation that avoids hallucinations and increases accuracy for high-impact agents. It employs two LLMs that need to arrive at a consensus for any mapping value to be accepted. - SinglePass and Summarized Extraction: Cost optimization technologies built to reduce token usage by 5-10x. - Human-in-the-Loop: Designate and loop in reviewers and approvers into the feedback cycle to minimize errors and reduce operational oversight. - API Hub: Plug-and-play, prebuilt APIs for instant document data extraction - without the lengthy development cycles. - Source Document Highlighting: Technology using which the system scrolls to the right location of the source documents and highlights the portions from where the LLM has extracted the data. With Unstract, companies have realized: -> 99.9% accurate document extraction -> 80% Lesser Human Touchpoints -> 90%+ Straight-Through Processing -> 20x Boost in Operational Efficiency -> 100% Document Context Maintained -> 90% Reduction in Prompt Maintenance All with a platform Enterprise-Grade, out-of-the-box: with SOC 2 Type II, ISO 27001, GDPR and HIPAA compliances.