BitMorph

Turn documents into
AI-ready data.

Convert PDFs and documents into clean Markdown, structured JSON, RAG-ready chunks and schema-validated extraction, built to drop straight into ChatGPT, Claude, Gemini and your vector database. Encrypted, never trained on.

report.pdfAI-ready
PDFstructured data
{
"title": "Q3 report",
"tables": [3 rows],
"chunks": [12]
}

Structure your models can actually use

A raw text dump gives a model noise. We keep the document’s meaning intact, so what lands in your pipeline is structured, chunked and ready to embed.

  • Clean Markdown with real headings
  • Structured JSON, schema-validated
  • Layout-aware RAG chunks
  • Tables extracted as real data
  • Semantic fields, not just text
  • Reading order and hierarchy kept
  • Multilingual documents supported
  • Encrypted, never trained on

Built for the pipeline

Output that drops straight into ChatGPT, Claude, Gemini and vector stores like Pinecone or pgvector. No cleanup step, no brittle regex, and your source files are never used to train any model.

4
AI-ready formats
JSON
schema-valid
0
trained on your data

The parts a text dump loses

Tables, document structure and the specific fields you need come through as data, not a wall of characters.

▤ table[ { } ]

Tables become data

Real rows and columns extracted to JSON or CSV, so numbers stay computable instead of collapsing into text.

invoice_noINV-2043
total$3,120.00
due_date2026-04-01

Semantic extraction

Invoices, receipts, resumes and contracts become schema-validated JSON, the exact fields and line items you asked for.

RAG-ready chunks

Split on real structure, not arbitrary character counts, so each chunk is a coherent, embeddable unit of meaning.

Every AI-ready format

Clean Markdown, structured JSON, tables to CSV, and RAG chunks, one document, whichever shape your pipeline expects.

Schema-validated extraction

Invoices, receipts, resumes and contracts to typed JSON, with the fields, line items and clauses you define.

Drop into any stack

Built for ChatGPT, Claude and Gemini, and for vector stores like Pinecone and pgvector. No cleanup, no lock-in.