Template-based OCR engines need a maintained template per document variant and break the moment a vendor changes its layout or a form gets a handwritten addition. Parashift replaces the legacy engine completely – as a zero-shot document AI with no training and no templates, integrated as a drop-in replacement behind your existing extraction interface.
500+ European enterprises trust Parashift for sovereign document AI – as a core system or embedded in partner products.
Template-based OCR engines only work as long as the layout stays stable. The moment a vendor changes its invoice layout, a form gets a handwritten addition, or a poor-quality scan comes in, your team has to manually rework it or maintain a new template – a recurring maintenance burden that grows with every new customer.
These are exactly the points where classic OCR fails – and exactly where Parashift keeps reading without a template.
We review your current document types, templates, and sources of error.
Parashift processes the same documents in parallel, without touching production.
You switch over one document type at a time, once the results check out.
One API replaces the legacy engine and manual rework.
Parashift can sit behind your existing extraction API without requiring changes to downstream systems.
Compliance:
left to maintain
replaces the legacy engine and manual rework
Document AI in your own product and meeting DORA/sovereignty requirements follow the same principle: one engine, many integration paths.
Book a technical call: we'll compare extraction results in a parallel run on your real existing documents, then guide you through to fully decommissioning the legacy engine.
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