
Proven solution applied to over 1.5 million enterprise documents

Secure deployment, including fully private network environments

Cost-efficient operation using CPU only — no GPU required

Maximized operational efficiency through intelligent quality management
Why Crowdworks AI
Worried your documents are too
complex for automated preprocessing?
Document Complexity Assessment
Quickly assess document structure and complexity in a single step. Just upload your file — it analyzes structural depth, classifies document difficulty, and enables accurate estimation of required resources and project duration.


Keep losing content during processing?
High-Fidelity Document Understanding
Achieve pixel-level accuracy in recognizing and converting complex formats like charts, indexes, code blocks, and checkboxes — all without missing a thing.
Images, tables, and charts? Alpy gets it done
LLM-Powered Data Interpretation
Identify and interpret complex non-textual elements like charts, tables, and images — then convert them into structured metadata, ready for downstream use.(Custom Configuration Available)

Use case
H Securities – RAG System & Data Pipeline Implementation

Over 1.5 million documents in various formats were transformed into RAG-ready structured data using CPU-based infrastructure.
✅ Built a RAG system by processing 1.5 million documents scattered across multiple systems
✅ Real-time processing of 2,000+ new internal documents daily
✅ Accurate parsing of diverse file formats and complex document structures
✅ Constructed data ontology through RAG-optimized chunking and embedding
✅ Automated data quality evaluation and review prioritization using Document Complexity and KC Confidence
✅ Successfully delivered the project meeting the strict compliance requirements of finance industry




