Unsiloed vs. Monkt

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.

Monkt is a cutting-edge application that revolutionizes document transformation by enabling users to instantly convert a variety of file formats, including PDF, Word, PowerPoint, Excel, CSV, and web pages, into efficient Markdown or structured JSON formats tailored for AI and Large Language Model (LLM) use. This adaptable tool excels in batch processing, allows for the creation of custom JSON schemas, and possesses the capability to interpret images, thereby significantly improving data extraction and formatting efficiency. With an intuitive dashboard and seamless REST API integration, Monkt fits effortlessly into existing workflows, enhancing productivity with minimal disruption. It emphasizes data security through end-to-end encryption during document processing, ensuring that sensitive information remains protected while being optimized for AI applications. The platform's straightforward drag-and-drop interface facilitates easy document uploads, and users can view transformations in real time through a convenient preview panel. Furthermore, Monkt's ability to process multiple documents simultaneously makes it an exceptional choice for large-scale data transformation and preparation of datasets for AI training. This tool not only simplifies the conversion process but also greatly accelerates workflows for teams managing substantial amounts of data, thereby fostering a more efficient working environment. As a result, users can focus on their core tasks while relying on Monkt to handle the complexities of document transformation.