Tianshu (天枢)
Tianshu is an enterprise AI data preprocessing platform that converts unstructured documents (PDF, Word, Excel, PPT), images, audio, and video into AI-ready Markdown/JSON formats using MinerU and PaddleOCR-VL engines. It exposes document parsing capabilities via an MCP server for integration with AI assistants.
Best When
When you need enterprise-grade, multi-format document ingestion with GPU acceleration and role-based access control for RAG or data pipeline work.
Avoid When
When you need a lightweight, cloud-hosted solution with no self-hosting overhead or when you only process a handful of documents occasionally.
Use Cases
- • Preparing large document corpora for RAG pipelines
- • Enterprise document digitization and OCR at scale (109+ languages)
- • Integrating document parsing into AI assistant workflows via MCP
- • Bioinformatics data extraction from FASTA and GenBank files
- • Audio/video transcription with speaker identification for knowledge bases
Not For
- • Simple single-file PDF text extraction (overkill)
- • Teams without Docker/GPU infrastructure
- • Real-time sub-second document processing requirements
Alternatives
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Scores are editorial opinions as of 2026-03-01.