Summary
Unsiloed AI builds vision models that parse multimodal unstructured documents like PDFs, PPTs, and spreadsheets into structured Markdown and JSON for LLMs and AI agents. Founded by Aman Mishra and Adnan Abbas, both from IIT Kharagpur, they solve the problem of poor document parsing that cripples RAG pipelines. They use dual-stream architecture to preserve both content and layout, domain-specific decoders with RL, and heatmap-based chunking. They're already processing millions of pages weekly for Fortune 150 banks and NASDAQ-listed companies, outperforming LlamaIndex, Gemini, and Mistral on public benchmarks.
