Self-Hosted Document Intelligence
On-Premise Document Parsing Platform
Enterprise-Grade Document Intelligence — Without Sending a Single Page to the Cloud
The Self-Hosted Document Intelligence platform is an on-premise invoice and document parsing system powered by a locally-hosted LLM. Our work delivered a generic, sovereignty-preserving document intelligence engine — combining layout-aware extraction, multi-format support, and structured outputs — that gives mid-market businesses enterprise OCR capabilities while keeping every page inside their own environment.
Cross-Industry
5 Months
Business Process Optimization, AI & Technology Consulting
Building Document Intelligence That Respects Your Data Boundary
Mid-market businesses processing high volumes of invoices and varied document formats faced a difficult tradeoff: cloud OCR services raised serious data sovereignty concerns, while building in-house solutions required deep AI expertise that most operations and finance teams simply don't have. The result was a market of solutions that either compromised security or were out of reach entirely.
The challenge was to build a platform that delivered cloud-grade extraction accuracy while running entirely on-premise — handling unlimited document formats, supporting multiple languages, producing structured outputs ready for ERP integration, and requiring no specialized AI expertise to operate.
Our Approach
On-Premise LLM Architecture
We deployed a self-hosted LLM stack that runs entirely inside the client's environment — eliminating any third-party cloud dependency while maintaining state-of-the-art extraction capability.
Layout-Aware Extraction
We built extraction logic that understands document structure — handling invoices, contracts, forms, and arbitrary layouts without requiring pre-defined templates.
Multi-Format & Multi-Language Support
We engineered the platform to handle unlimited invoice formats and multiple languages out of the box — making it deployable across diverse business contexts without retraining.
ERP-Ready Structured Outputs
We designed the output layer to produce clean, structured data ready for direct integration with ERP, accounting, and finance systems — turning extraction into actionable workflow input.
What We
DeliveredWe delivered a fully self-hosted document intelligence platform that achieves accurate extraction across unlimited invoice formats and languages, maintains complete data sovereignty with no third-party cloud dependencies, and produces structured outputs ready for direct ERP and finance system integration.
Client Outcome
“The platform delivered accurate extraction across the client's full document volume while maintaining complete data sovereignty — eliminating the cloud OCR tradeoff entirely. Manual finance and operations workload dropped significantly, and the client gained a reusable document intelligence foundation extending well beyond invoices.”
— Self-Hosted Document Intelligence · Cross-Industry
