Prodigy - OpenText Cloud Fax Integration and Automation

Common Integration Use Cases Between Prodigy and OpenText Cloud Fax

Prodigy and OpenText Cloud Fax serve very different but complementary enterprise needs. Prodigy helps AI and data science teams create high-quality labeled datasets for model training, while OpenText Cloud Fax supports secure, compliant document transmission in regulated workflows. Integrating them can improve document intake, accelerate data preparation, and create tighter operational loops between business teams, compliance functions, and machine learning teams.

1. Faxed Document Intake for AI Training Data

Data flow: OpenText Cloud Fax to Prodigy

Organizations that still receive critical documents by fax, such as claims forms, referrals, legal filings, or inspection reports, can route inbound fax documents into Prodigy for annotation. This allows data science teams to label scanned or faxed content for OCR, document classification, entity extraction, or form understanding models.

• Automatically capture inbound fax documents from OpenText Cloud Fax
• Convert them into annotation-ready datasets in Prodigy
• Label fields, document types, signatures, stamps, or handwritten notes
• Build training data for intelligent document processing models

Business value: Reduces manual data preparation and turns legacy fax content into usable AI training assets.

2. Compliance Document Classification and Routing

Data flow: OpenText Cloud Fax to Prodigy, then Prodigy to downstream systems

Faxed documents in healthcare, legal, or government environments can be classified in Prodigy to train models that identify document type, urgency, or department ownership. Once trained, the model can automatically route incoming faxes to the correct business workflow or ECM repository.

• Label faxed documents by type, such as consent form, invoice, court notice, or medical record
• Train a classification model using Prodigy annotations
• Use the model to auto-route future faxed documents
• Reduce manual triage by operations or records teams

Business value: Speeds up document handling and improves accuracy in regulated intake processes.

3. OCR Error Correction and Text Normalization

Data flow: OpenText Cloud Fax to Prodigy

Faxed documents often contain low-quality scans, skewed pages, or degraded text. Prodigy can be used to annotate corrected text, key fields, and document structure from fax images, creating training data to improve OCR and text extraction models.

• Annotate noisy fax images with corrected text transcriptions
• Label key fields such as patient ID, case number, or policy number
• Train models to improve extraction from poor-quality fax inputs
• Support downstream automation in claims, intake, or records management

Business value: Improves extraction accuracy from legacy fax documents and reduces rework caused by OCR failures.

4. Human Review Workflow for Sensitive Fax Content

Data flow: OpenText Cloud Fax to Prodigy and Prodigy to business review teams

For sensitive or ambiguous faxed documents, Prodigy can support human-in-the-loop review to label content that requires expert judgment. This is useful for training models that assist with compliance review, legal document triage, or clinical document categorization.

• Send selected fax documents to Prodigy for expert annotation
• Use domain specialists to label edge cases or exceptions
• Feed reviewed labels into model training and validation
• Improve decision support for future fax processing

Business value: Combines secure fax intake with expert validation to reduce classification errors in high-risk workflows.

5. Training Data Creation for Handwritten and Form-Based Documents

Data flow: OpenText Cloud Fax to Prodigy

Many faxed documents include handwritten notes, signatures, or structured forms. These can be ingested into Prodigy to create labeled datasets for handwriting recognition, signature detection, form field extraction, and document segmentation models.

• Label handwritten annotations, signatures, and checkboxes
• Annotate form regions and field boundaries
• Train computer vision models for document understanding
• Support automation for forms-heavy business processes

Business value: Enables automation of paper-like workflows that still depend on faxed forms and handwritten content.

6. Feedback Loop for Model Improvement from Real Fax Traffic

Data flow: OpenText Cloud Fax to Prodigy, then Prodigy to MLOps or document processing systems

Organizations can sample real inbound fax traffic from OpenText Cloud Fax and send difficult or low-confidence cases into Prodigy for annotation. Those labels can then be used to retrain models that process faxed documents in production.

• Capture low-confidence fax documents from production workflows
• Send them to Prodigy for targeted labeling
• Use active learning to prioritize the most informative samples
• Continuously improve document AI models over time

Business value: Creates a practical model improvement loop based on real operational data, reducing manual exceptions.

7. Secure Archival Indexing and Search Enrichment

Data flow: OpenText Cloud Fax to Prodigy, then Prodigy to ECM or search platforms

Faxed documents stored in OpenText Cloud Fax can be annotated in Prodigy to generate metadata for indexing, retrieval, and retention management. This is especially useful when organizations need searchable archives of inbound fax content.

• Annotate document type, sender, recipient, date, and key entities
• Generate structured metadata for ECM or archive systems
• Improve searchability of fax records
• Support retention and audit requirements

Business value: Makes fax archives easier to search, govern, and retrieve without manual indexing.

8. Exception Handling for Fax-Based Business Processes

Data flow: Bi-directional

When faxed documents fail automated processing, they can be sent to Prodigy for manual labeling and exception resolution. Once corrected, the output can be returned to the business process or document workflow managed through OpenText Cloud Fax and connected systems.

• Identify fax documents that fail validation or extraction
• Route exceptions to Prodigy for human correction
• Return validated labels or extracted fields to workflow systems
• Reduce backlog in operations teams handling fax exceptions

Business value: Improves operational resilience by creating a structured path for exception resolution and data correction.