Intelligent Document Processing • Private AI & HIPAA Compliant

Stop Processing Documents
By Hand.

Your team spends thousands of hours manually extracting data from invoices, medical records, contracts, and compliance documents. Petronella deploys AI document processing that runs on your infrastructure — extracting, classifying, and analyzing documents automatically while keeping every page within your security boundary.

HIPAA • CMMC • SOX • PCI DSS Compliant Document Processing

95%
Reduction in Manual
Data Entry
100%
On-Premise
Processing
99.2%
Extraction
Accuracy
10x
Faster Than
Manual Processing
The Problem

Manual Document Processing Is Killing Productivity

Your most valuable employees spend hours every day copying data from documents into systems. It’s slow, error-prone, and expensive — and cloud-based OCR tools create compliance risks.

Wasted Time & Labor

The average knowledge worker spends 2.5 hours per day searching for, reading, and extracting information from documents. That is 30% of their workday lost to tasks AI can handle in seconds. At scale, this costs organizations hundreds of thousands of dollars annually in labor alone.

Human Error Rates

Manual data entry has an error rate of 1–4%. When those errors occur in medical records, financial reports, or compliance documents, the consequences range from rejected insurance claims to regulatory fines. AI-powered extraction delivers consistent accuracy that human operators cannot sustain over thousands of documents.

Cloud OCR = Compliance Risk

Google Document AI, AWS Textract, and Azure Form Recognizer all process your documents on their cloud infrastructure. For healthcare organizations, law firms, defense contractors, and financial institutions, sending sensitive documents to third-party servers violates data handling requirements.

Our Solution

AI Document Processing — On Your Infrastructure

Intelligent Document Automation — Extract, Classify, Analyze

We deploy AI-powered document processing pipelines that run entirely on your servers. Incoming documents are automatically classified, key fields are extracted with high accuracy, and structured data is pushed directly into your business systems — all without a single byte leaving your network.

Capabilities

  • Optical character recognition (OCR) with AI-enhanced accuracy for handwritten text, poor scans, and complex layouts
  • Intelligent document classification — automatically sort incoming documents by type (invoice, contract, medical record, compliance form) with 99%+ accuracy
  • Key-value extraction — pull specific fields (dates, amounts, names, policy numbers, diagnosis codes) from unstructured documents
  • Table extraction from complex multi-page documents, financial statements, and lab results
  • Document summarization — AI-generated summaries of lengthy contracts, reports, and regulatory filings
  • Cross-document analysis — compare terms across contract versions, flag discrepancies in financial documents, identify patterns across patient records
Use Cases — Documents We Process

Our AI document processing handles the most complex document types across regulated industries.

Medical Records & Claims
HIPAA Compliant
Extract patient demographics, diagnosis codes (ICD-10), procedure codes (CPT), and medication lists from clinical notes, EOBs, and referral forms. Process claims faster with fewer denials.
Legal Documents
Privileged & Confidential
Analyze contracts, extract key clauses and obligations, compare document versions, and identify risks across thousands of pages of legal documentation in minutes instead of weeks.
Invoices & Financial Documents
SOX / PCI DSS
Automate AP workflows by extracting vendor details, line items, amounts, and payment terms from invoices in any format. Match against POs, flag discrepancies, and route for approval automatically.
Compliance Documentation
CMMC / NIST / SOX
Process security assessment reports, audit findings, policy documents, and evidence artifacts. Auto-map controls to frameworks and identify gaps across thousands of compliance documents.
How It Works — From Intake to Structured Data
Document Ingestion
Documents arrive via email, scanner, file upload, or API. The system accepts PDFs, images, Word documents, spreadsheets, and scanned paper documents in any format.
AI Classification
The AI model identifies the document type, applies the correct extraction template, and routes it to the appropriate processing pipeline — all automatically, no human intervention needed.
Data Extraction & Validation
Key fields are extracted using a combination of OCR, layout analysis, and language understanding. Extracted data is validated against business rules, flagging exceptions for human review.
System Integration
Validated data flows directly into your EHR, ERP, CRM, or accounting system through secure internal APIs. Documents are indexed and searchable through your document management system.
FAQ

Frequently Asked Questions

How accurate is AI document extraction compared to manual data entry?
Our AI extraction achieves 95–99% accuracy depending on document quality and type, compared to 96–99% for careful human data entry. The key difference is consistency: AI maintains the same accuracy level on document 10,000 as it does on document 1, while human accuracy degrades with fatigue. For low-confidence extractions, documents are automatically flagged for human review.
Can it handle handwritten documents and poor-quality scans?
Yes. Modern AI OCR handles handwritten text, rotated pages, stamps, signatures, and low-resolution scans far better than traditional OCR. For domain-specific handwriting (like physician notes), we fine-tune the model on your actual documents to improve recognition accuracy in your specific environment.
How does this differ from Google Document AI or AWS Textract?
Google and AWS process your documents on their cloud infrastructure — your files leave your environment. Our solution runs entirely on your servers. No documents are transmitted externally, no data is used for third-party model training, and you maintain complete audit control. For HIPAA, CMMC, and SOX compliance, this distinction is critical.
What document formats are supported?
We support PDF, TIFF, PNG, JPEG, DOCX, XLSX, and scanned paper documents in any format. The system handles multi-page documents, mixed-format batches, and documents with embedded tables, charts, and images. If you can scan it or save it digitally, we can process it.
How long does deployment take?
A standard document processing pipeline with pre-built extraction templates can be deployed in 2–4 weeks. Custom pipelines with domain-specific fine-tuning and system integrations typically take 6–10 weeks. We deploy iteratively, starting with the highest-volume document types first so you see ROI immediately.

Related Services

Ready to Eliminate Manual Document Processing?

Get a free document processing assessment. Send us your most complex documents and we’ll show you exactly what AI extraction looks like on your actual data — privately, on our infrastructure.

No obligation • No data leaves your environment • Results in one week