Document Ingestion

Turn Documents Into Usable Knowledge

Bulkgrid converts documents into structured, searchable knowledge, making PDFs and files as easy to use as web content in your AI systems.

Automatic File ProcessingStructured OutputReliable Retrieval
Section image
Features

Document Ingestion Features

Turn raw documents into reliable AI-ready knowledge with format-aware parsing, OCR, structured extraction, metadata capture, incremental updates, and resilient processing at scale.

Multi-Format Parsing

Ingest PDFs, DOCX, PPTX, XLSX, TXT, HTML, and other common document formats into a consistent structured pipeline.

OCR for Scanned Files

Extract text from scanned or image-based documents so non-searchable files still become usable knowledge.

Layout-Aware Extraction

Preserve headings, tables, lists, and section boundaries to keep document meaning and context intact.

Metadata Capture

Index author, title, created/modified timestamps, source path, and custom tags for governance and filtering.

Deduplication and Versioning

Detect duplicate files and track document revisions to avoid index bloat and maintain a clear content history.

Incremental Reprocessing

Reprocess only changed files and pages, reducing compute cost while keeping indexed content current.

Semantic Chunking

Split documents into retrieval-ready chunks with context preserved, improving relevance for search and RAG.

Access-Controlled Ingestion

Respect source permissions and scope content by team or collection so only authorized data is indexed and retrievable.

Reliable Processing Pipeline

Use queues, retries, and idempotent jobs to process large document volumes reliably under failures and spikes.

Turn Every Document Into Trusted, Searchable AI Knowledge.

Section image

Start Indexing Documents Your AI Can Actually Use

Create your account and turn PDFs, docs, and files into structured, searchable knowledge in minutes with automatic refresh and reliable retrieval.

Get Started