Unsiloed vs. Midship

Unsiloed AI is a document layer for enterprise AI that converts complex unstructured files into clean JSON, Markdown, and structured data. The platform is built for organizations whose most valuable information lives inside PDFs, scanned documents, images, spreadsheets, contracts, invoices, reports, filings, forms, and other hard-to-parse formats. Unsiloed helps AI teams avoid building brittle OCR, parser, and post-processing pipelines by providing a production-ready API for document parsing, field extraction, and document splitting. Its parsing capability converts PDFs, scans, and images into LLM-ready Markdown while preserving tables, figures, text hierarchy, page structure, signatures, handwriting, and visual context. Its extraction capability pulls specific fields into JSON using schemas, confidence thresholds, and domain-aware logic that can understand context such as line items, payment terms, clauses, totals, and references. Its splitting capability separates multi-document files into individual documents and breaks long files into retrievable chunks for RAG, agent workflows, and search systems. Unsiloed uses proprietary dual-stream vision models that process content and layout in parallel, then fuse them through cross-attention so the system can reason over what a document says and how it is structured. The platform’s architecture includes attention-guided heatmaps, typed document regions, layout-aware processing, and domain-specific decoding for industries such as finance, legal, healthcare, and enterprise operations. It is designed to handle edge cases that traditional OCR often misses, including nested tables, merged cells, multi-page tables, figures, handwritten notes, forms, and documents with mixed formats. Teams can connect data sources such as S3, SharePoint, Drive, Snowflake, or a document management system, then send structured outputs into LLMs, AI agents, vector databases, or analytics warehouses.

Our cutting-edge AI system excels at interpreting and scrutinizing complex documents, extracting essential information and formatting it to match your preferred spreadsheet design. It is tailored to fit your unique data setting, ensuring accuracy and consistency across all data management operations. Capable of efficiently performing data entry from various document formats, it delivers quick and dependable service that seamlessly integrates into your existing frameworks. By removing the necessity for manual data entry, it significantly reduces errors within your organization. Additionally, our AI intelligently recognizes and adapts to your specific document formats, which can range from comprehensive PDFs to custom reports, guaranteeing impeccable data extraction each time. The collected information is systematically organized in the appropriate locations, demonstrating proficiency in understanding your established formats while accurately populating spreadsheets and systems per your requirements. You can handle an unlimited number of documents without compromising either speed or precision. By providing straightforward instructions, you can rely on our AI to follow them diligently, aligning the extraction process with your exact needs. This remarkable efficiency allows you to concentrate on higher-level strategic projects while our AI takes care of the demanding aspects of data processing, ultimately streamlining your workflow. Moreover, this capability fosters a more productive work environment, enabling your team to allocate resources effectively and enhance overall operational success.