Parashift

Parashift provides document AI for regulated enterprises through two products: the Parashift Plattform, a guardrail infrastructure for enterprise document automation, and Dokumentli®, a specialized vision-language model trained on European business and health documents. Both can be used independently or combined, with processing carried out in compliance zones in Germany, Switzerland or the EU. The platform covers a document processing pipeline from classification and page splitting through data extraction, validation and export.

The platform connects models such as Dokumentli, Claude, GPT, Gemini and Mistral via Bring Your Own Model, and includes Agent-in-the-Loop and Human-in-the-Loop review, confidence values, routing thresholds, audit trails, 2-/3-way matching, and over 30 preconfigured connectors to ERP, CRM and DMS systems. REST APIs are available for both the platform and Dokumentli. Dokumentli can run air-gapped on a single GPU. The platform is offered as SaaS in Starter, Business and Enterprise editions, with pricing based on edition, transaction volume, support plan and add-ons; contract terms range from 12 to 60 months, and enterprise or department licenses are available. Dokumentli can also be licensed separately as a model subscription.