Haink builds intelligent document processing (IDP) systems that read, classify, extract and draft from messy real-world documents — contracts, forms, scans, statements and reports. We combine OCR, layout-aware models and LLMs with validation and human-in-the-loop review, and can run the whole pipeline privately on infrastructure we supply.
Pull structured fields and tables from PDFs, scans and images, and route documents by type — even across inconsistent layouts and formats.
OCR plus layout-aware models (LayoutLM/Donut-class) to handle scanned, multi-column and form-heavy documents where plain text extraction fails.
Generate memos, summaries and finished documents from raw source sets — with templates, style control and citations back to the source.
Confidence scoring, schema validation and review queues so low-confidence items get a human while the rest flow straight through.
Wire extraction into your ERP/CRM, DMS or database with reliable interfaces, audit trails and reprocessing.
Process sensitive documents entirely within your network on GPUs we quote in the same contract — nothing leaves your environment.
Typical stack:
Production systems delivered by our engineering team. Client names withheld under NDA; sectors shown to indicate context. See full case studies →
Drafting of visa memoranda from raw document sets — extraction, structuring and generation — automating 80% of routine drafting for case managers and cutting processing time substantially.
Accuracy depends on document quality and type, but with layout-aware models, OCR tuning and validation we typically reach high field-level accuracy and route only low-confidence items to human review — so end-to-end quality stays controlled.
Yes. We combine OCR with layout-aware models and pre-processing for scans, photos and multi-column forms, not just clean digital PDFs.
Yes — OCR and modern LLMs support many languages; we tune extraction and validation per language and document type.
It can be fully private. We can run the entire pipeline on-premises on GPUs we supply, so confidential documents never leave your network.
We deliver reliable integrations into ERP/CRM, document management systems and databases, with audit trails, reprocessing and monitoring.
Let's shape a clear plan with milestones, architecture options and an implementation roadmap — with right-sized GPU hardware if AI workloads are involved.