Croutons.ai
Micro-fact data atomization engine that converts raw data into verifiable, machine-readable facts.
Croutons is your "knowledge substrate" — the ingestion engine that transforms unstructured and semi-structured data into a machine-verifiable truth infrastructure for search engines, LLMs, agents, and ontology builders.
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Data Source Support
HTML → Facts
Extracts structured facts from HTML documents, web pages, and online content.
PDFs → Facts
Parses PDF documents to extract verifiable facts and structured information.
CSVs → Facts
Converts tabular data into atomic facts with proper semantic relationships.
NDJSON Streams → Facts
Processes streaming NDJSON data into micro-facts for real-time ingestion.
APIs → Facts
Transforms API responses into structured, verifiable fact statements.
Climate, Census, Business Data → Facts
Converts government and public datasets into machine-readable micro-facts.
Why Croutons Matters
Croutons.ai solves the fundamental problem of data fragmentation. By atomizing information into micro-facts, it creates a unified across all data sources. This infrastructure enables:
- Verifiable fact statements that can trust
- Cross-source fact linking and validation
- Real-time fact ingestion from streaming sources
- Foundation for ontological reasoning systems
- Machine-readable truth layer for search engines and LLMs
Related Resources
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