{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_abbyy","slug":"abbyy","name":"ABBYY","type":"product","url":"https://www.abbyy.com","page_url":"https://unfragile.ai/abbyy","categories":["text-writing"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_abbyy__cap_0","uri":"capability://document.processing.document.to.text.ocr.conversion","name":"document-to-text ocr conversion","description":"Converts scanned documents and image files into machine-readable, editable text using optical character recognition. Maintains high accuracy across standard document types and preserves basic text structure.","intents":["I need to convert a scanned PDF into editable text","I want to extract text from an image file","I need to digitize paper documents for archival"],"best_for":["document management teams","administrative staff","organizations with paper-heavy workflows"],"limitations":["accuracy decreases with poor image quality or extreme angles","may struggle with very small fonts or degraded documents"],"requires":["clear, legible source images","reasonable document resolution (200+ DPI recommended)"],"input_types":["PDF","JPEG","PNG","TIFF","BMP"],"output_types":["editable text","searchable PDF","Word document"],"categories":["document processing","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_abbyy__cap_1","uri":"capability://document.processing.multilingual.document.recognition","name":"multilingual document recognition","description":"Recognizes and converts text from documents written in multiple languages simultaneously. Handles language-specific character sets and formatting conventions across 200+ languages.","intents":["I need to process documents in multiple languages at once","I want to extract text from international contracts or agreements","I need to digitize documents from non-English speaking regions"],"best_for":["multinational corporations","international law firms","global enterprises"],"limitations":["may have lower accuracy for rare or minority languages","mixed-language documents require proper language detection"],"requires":["clear source images","language specification or auto-detection"],"input_types":["PDF","JPEG","PNG","TIFF"],"output_types":["multilingual editable text","searchable documents"],"categories":["document processing","localization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_abbyy__cap_10","uri":"capability://document.processing.data.field.extraction.and.form.processing","name":"data field extraction and form processing","description":"Automatically identifies and extracts specific data fields from structured documents like forms, invoices, and applications. Maps extracted data to predefined field templates for structured output.","intents":["I need to extract invoice data automatically","I want to pull specific fields from application forms","I need to process expense reports and extract key information"],"best_for":["accounts payable teams","HR departments","data entry operations","customer service teams"],"limitations":["requires template setup for each document type","works best with consistent document formats"],"requires":["structured documents with consistent layouts","field template configuration"],"input_types":["PDF","JPEG","PNG","TIFF"],"output_types":["structured data","CSV","database entries","JSON"],"categories":["document processing","data extraction"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_abbyy__cap_11","uri":"capability://compliance.compliance.and.audit.trail.documentation","name":"compliance and audit trail documentation","description":"Maintains detailed audit trails and compliance documentation for document processing operations. Provides certification and documentation suitable for regulatory compliance and legal requirements.","intents":["I need to document OCR processing for compliance purposes","I want to maintain audit trails for legal document processing","I need to ensure our digitization meets regulatory requirements"],"best_for":["regulated industries","legal departments","compliance teams","financial institutions"],"limitations":["requires enterprise subscription for full compliance features"],"requires":["enterprise-tier access","compliance framework knowledge"],"input_types":["document processing operations"],"output_types":["audit logs","compliance reports","certification documents"],"categories":["compliance","legal"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_abbyy__cap_2","uri":"capability://document.processing.complex.layout.and.table.extraction","name":"complex layout and table extraction","description":"Intelligently extracts and preserves complex document structures including tables, columns, headers, footers, and multi-column layouts. Maintains spatial relationships and formatting in the output.","intents":["I need to extract data from tables in scanned documents","I want to preserve the layout of a complex document when converting to digital","I need to extract structured data from financial statements or reports"],"best_for":["financial analysts","legal document processors","data entry teams","research organizations"],"limitations":["extremely complex or irregular layouts may require manual correction","nested tables or unconventional structures may lose some formatting"],"requires":["reasonably clear source images","structured document formats"],"input_types":["PDF","JPEG","PNG","TIFF"],"output_types":["structured text","Excel/CSV","formatted Word documents","database-ready data"],"categories":["document processing","data extraction"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_abbyy__cap_3","uri":"capability://document.processing.handwriting.and.cursive.recognition","name":"handwriting and cursive recognition","description":"Recognizes and converts handwritten text and cursive writing into digital text. Uses contextual intelligence to interpret unclear handwriting and improve accuracy.","intents":["I need to digitize handwritten notes or documents","I want to convert signed contracts or handwritten forms into text","I need to extract handwritten annotations from documents"],"best_for":["legal teams processing signed documents","medical professionals with handwritten records","organizations with legacy handwritten archives"],"limitations":["accuracy varies significantly based on handwriting legibility","cursive and connected writing is more challenging than print","personal or unusual handwriting styles may reduce accuracy"],"requires":["clear, legible handwriting","good image quality and contrast"],"input_types":["PDF","JPEG","PNG","TIFF"],"output_types":["editable text","searchable documents"],"categories":["document processing","recognition"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_abbyy__cap_4","uri":"capability://legal.legal.document.processing.and.contract.analysis","name":"legal document processing and contract analysis","description":"Specialized OCR and processing for legal documents including contracts, agreements, regulatory filings, and compliance materials. Includes legal-specific models trained on contract language and legal terminology.","intents":["I need to digitize and analyze legal contracts","I want to extract key terms and clauses from scanned agreements","I need to ensure compliance document accuracy during digitization"],"best_for":["law firms","corporate legal departments","compliance teams","contract management offices"],"limitations":["requires legal-specific training for best results","complex legal language may still require human review"],"requires":["legal document expertise for interpretation","enterprise-tier subscription"],"input_types":["PDF","JPEG","PNG","TIFF"],"output_types":["searchable legal documents","structured contract data","compliance-ready formats"],"categories":["legal","document processing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_abbyy__cap_5","uri":"capability://document.processing.document.formatting.and.structure.preservation","name":"document formatting and structure preservation","description":"Maintains original document formatting including fonts, spacing, indentation, page breaks, and visual hierarchy when converting to digital formats. Preserves the visual appearance of the original document.","intents":["I need to convert a document while keeping its original formatting","I want to maintain the visual structure of a report or publication","I need to preserve page layout for archival purposes"],"best_for":["publishing teams","archivists","organizations requiring format-accurate digitization"],"limitations":["some formatting may be lost in plain text outputs","complex design elements may not transfer perfectly"],"requires":["source documents with clear formatting","output format that supports formatting"],"input_types":["PDF","JPEG","PNG","TIFF"],"output_types":["formatted Word documents","PDF with searchable text","HTML"],"categories":["document processing","formatting"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_abbyy__cap_6","uri":"capability://automation.batch.document.processing.and.automation","name":"batch document processing and automation","description":"Processes multiple documents in bulk with automated workflows. Handles large-scale digitization projects with consistent quality and minimal manual intervention through API integration.","intents":["I need to process hundreds of documents automatically","I want to set up a continuous document digitization workflow","I need to integrate OCR into my existing business processes"],"best_for":["enterprise organizations","document management teams","high-volume processing operations"],"limitations":["requires technical implementation and API knowledge","setup complexity increases with workflow customization"],"requires":["API access","technical integration resources","enterprise subscription tier"],"input_types":["PDF","JPEG","PNG","TIFF","batch folders"],"output_types":["bulk text files","database entries","integrated system outputs"],"categories":["automation","document processing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_abbyy__cap_7","uri":"capability://integration.enterprise.system.integration","name":"enterprise system integration","description":"Integrates with enterprise document management and business systems including SharePoint, SAP, and other corporate platforms. Enables seamless workflow automation within existing enterprise infrastructure.","intents":["I need to integrate OCR into our SharePoint system","I want to automate document processing within our ERP system","I need to connect OCR to our existing enterprise workflows"],"best_for":["large enterprises","IT departments","organizations with complex system ecosystems"],"limitations":["requires significant technical implementation","integration complexity varies by target system"],"requires":["enterprise subscription","IT/technical resources","system access and permissions"],"input_types":["documents from enterprise systems"],"output_types":["integrated system data","automated workflow outputs"],"categories":["integration","enterprise"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_abbyy__cap_8","uri":"capability://document.processing.searchable.pdf.creation","name":"searchable pdf creation","description":"Converts scanned or image-based documents into searchable PDF files with embedded text layer. Enables full-text search functionality while maintaining the original document appearance.","intents":["I need to make a scanned PDF searchable","I want to add text search capability to image-based documents","I need to create archival PDFs that are both readable and searchable"],"best_for":["document management professionals","archivists","organizations with large document repositories"],"limitations":["file size may increase slightly with embedded text layer"],"requires":["source documents in image or non-searchable PDF format"],"input_types":["PDF","JPEG","PNG","TIFF"],"output_types":["searchable PDF"],"categories":["document processing","productivity"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_abbyy__cap_9","uri":"capability://document.processing.document.quality.assessment.and.image.enhancement","name":"document quality assessment and image enhancement","description":"Analyzes document image quality and applies preprocessing enhancements including deskewing, despeckling, and contrast optimization to improve OCR accuracy before text extraction.","intents":["I need to improve the quality of poor-quality scans before OCR","I want to automatically fix skewed or rotated document images","I need to enhance degraded or low-contrast documents for better recognition"],"best_for":["organizations with legacy or poor-quality documents","scanning operations","archival teams"],"limitations":["severely damaged documents may not be recoverable","enhancement has limits based on original image quality"],"requires":["source images with identifiable content"],"input_types":["PDF","JPEG","PNG","TIFF"],"output_types":["enhanced images","improved OCR results"],"categories":["document processing","image enhancement"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":47,"verified":false,"data_access_risk":"high","permissions":["clear, legible source images","reasonable document resolution (200+ DPI recommended)","clear source images","language specification or auto-detection","structured documents with consistent layouts","field template configuration","enterprise-tier access","compliance framework knowledge","reasonably clear source images","structured document formats"],"failure_modes":["accuracy decreases with poor image quality or extreme angles","may struggle with very small fonts or degraded documents","may have lower accuracy for rare or minority languages","mixed-language documents require proper language detection","requires template setup for each document type","works best with consistent document formats","requires enterprise subscription for full compliance features","extremely complex or irregular layouts may require manual correction","nested tables or unconventional structures may lose some formatting","accuracy varies significantly based on handwriting legibility","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.45,"quality":0.88,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:28.696Z","last_scraped_at":"2026-04-05T13:23:42.535Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=abbyy","compare_url":"https://unfragile.ai/compare?artifact=abbyy"}},"signature":"vXw7VnP20uw5lEfNedks/BEowzl0SsH80z2LEfe9JKESh/s7DegYbV6r0O8dzucVVKaI1E3iZCINKpzEqUTzBQ==","signedAt":"2026-06-21T21:05:09.214Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/abbyy","artifact":"https://unfragile.ai/abbyy","verify":"https://unfragile.ai/api/v1/verify?slug=abbyy","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}