Document AI for Regulated Enterprises.
Parashift offers two paths to specialized document AI: the Parashift Platform as a complete guardrail infrastructure for enterprise automation, and Dokumentli®, the proprietary vision-language model that reads business documents more precisely than generic frontier LLMs. Both come with full traceability and secure processing in sovereign compliance zones in Germany or Switzerland.
Two paths to specialized document AI.
Whether as a complete platform with guardrails and connectors, or as a standalone model for inbound document processing — both paths can be used independently or combined.
The specialized model that beats LLMs at documents
88.4% average accuracy in an independent benchmark against seven models, on average 2× faster than the most accurate reference model — and can run fully air-gapped on a single consumer GPU with 24 GB of VRAM.
- 88.4% avg. accuracy (cANLS@0.8)
- 2× faster on average
- Air-gapped on 1 GPU (24 GB)
The Document AI Guardrail Platform for Enterprise Automation
Connects AI models like Dokumentli®, Claude, GPT, Gemini, and Mistral with agent- and human-in-the-loop, a complete audit trail, and 30+ connectors to ERP, CRM, and DMS.
- Model-agnostic, bring your own model
- Agent- & human-in-the-loop included
- 30+ connectors, API-first
Many customers combine both: Dokumentli® as the model for document capture, orchestrated through the Parashift Platform.
What Parashift delivers for regulated enterprises.
The capabilities enterprise automation teams come back to most often during evaluation.
Dokumentli®: Specialized Language Model for Documents
Out-of-the-box zero-shot model, trained on millions of European business and healthcare documents. Deployable standalone, or as the technological foundation the entire platform is built on. More on Dokumentli® →
AI Guardrails Platform
Integrate AI safely: confidence scores, routing thresholds, and a complete audit trail for every decision. More on the Platform →
Agent-in-the-Loop & Human-in-the-Loop
Parashift provides the document intelligence your workflow and automation solutions need to act autonomously. People stay involved exactly where compliance requires it.
Bring Your Own Model
Connect OpenAI-API-compatible models like Claude, Mistral, Gemini, or GPT with no extra effort, or combine them with Parashift's own models.
2-/3-Way Matching
Automatically match invoices against purchase orders and order confirmations. Manual effort drops dramatically, and unavoidable exceptions land squarely with the right person.
Integrations with ERP, CRM, DMS
Preconfigured interfaces replace complex integration projects and free up your resources immediately.
End-to-end Document Processing Pipeline
From document classification, document separation, and data extraction to validation and export: one continuous, automated document pipeline instead of siloed point solutions.
API-first for Developers
Full REST APIs for the Platform and Dokumentli®, with extensive reference documentation for your own integrations. Go to the API documentation →
Security & Compliance to the Highest Standard
End-to-end encryption, fully anonymized AI training, and complete auditability. Certified to C5, SOC 2, ISO 27001, and PCI-DSS. Visit the Trust Center →
One model, many document processes.
The Parashift Platform is the document AI infrastructure for every document across all your processes and applications — from banking and insurance to healthcare and software vendors. The proven approach: start with one use case, then add more step by step. The platform scales excellently with you, both technically and commercially.
Secure Document AI for Agentic Workflow Automation
Give autonomous AI agents reliable, guardrail-secured document intelligence for workflows that decide independently, but are never unsupervised.
Document AI in Your Own Product
Integrate Dokumentli® or the Platform directly into your own application.
Replace Legacy OCR
Replace outdated OCR engines with precise document AI.
Become DORA- & Sovereignty-Ready
Meet regulatory requirements for sovereignty and auditability.
OEM Licensing & Pricing
Embed document AI as a licensable component in your own product.
Referrals & Physician Reports
Automatically capture medical referrals and physician reports.
Clinical Mailroom & Legacy Records
Digitize incoming mail and legacy records in a structured way.
Hospital Accounts Payable
Automatically process supplier invoices in hospital operations.
Cost Coverage Approvals & Insurer Correspondence
Securely automate cost coverage approvals and insurer correspondence.
Claims Settlement: Health & Accident
Automate claims settlement in health and accident insurance.
Claims Processing: Property & Liability
Process claims in property and liability insurance.
Application & Underwriting
Automatically review applications and underwriting documents.
Broker Correspondence
Automatically route correspondence from brokers and agents.
Credit & Mortgage Dossiers
Automate dossiers in the credit and mortgage process.
KYC & Customer Onboarding
Automatically review customer documents during onboarding.
Payment & Remittance Orders
Automatically process payment and remittance orders.
Bank Mailroom: Forms & Powers of Attorney
Automatically triage forms and powers of attorney in the bank mailroom.
Your use case isn't listed? No worries — Parashift covers nearly every document in the enterprise. Talk to Sales.
Secure growth despite talent shortages and cost pressure.
Manual effort and regulatory pressure slow your business down. Parashift resolves this bottleneck with artificial intelligence in document management.
average cost reduction from eliminating manual tasks
straight-through processing rate, people stay in control
typical project duration until the first use case goes live
Germany-, Switzerland-, and EU-compliant InfoSec & compliance
Built for industries with high demands.
Regulated industries with high, recurring document volumes benefit most directly.



Your industry isn't listed? Talk to us.
What customers and analysts say about Parashift.
With its technology, comprehensive capabilities, and compelling product strategy, Parashift is well positioned to expand globally.

Introducing Parashift AI in the mailroom has enabled SWICA to process large volumes of documents more reliably and much more efficiently.
Parashift AI helps us reliably process large volumes of data, so we can focus on more rewarding and valuable work.
Frequently Asked Questions.
Is the Parashift Platform available as SaaS or on-premise?
What's the difference between the Parashift Platform and Dokumentli®?
How quickly does a first use case go live?
Does the AI replace my employees?
Which compliance standards does Parashift meet?
Can I connect my own or other AI models?
What does Parashift cost?
More questions?
Talk to usTest Parashift on your own documents.
Whether the complete platform or the Dokumentli® model alone — see in just minutes how Parashift runs document AI securely for enterprise requirements.