Accounts Reconciliation
Financial Spreading
Digital Archive
SchematicIQ
Loan Ops
KYC
Docutwin
Extract pertinent information from forms using AI-driven OCR, ICR, OMR, barcode recognition, signature detection, and more. Analyze IRS tax forms, HR forms, or custom form data with precision to accelerate filing, maintain compliance, reduce errors, and prevent operational delays.
Book a Demo
Most form processing software solutions struggle to achieve true straight-through or zero-touch processing. These limitations stem from persistent data interpretation challenges and underlying system constraints that current solutions cannot quickly adapt to.
Even with automation in place, organizations remain heavily dependent on manual data entry and validation, which introduces avoidable errors and increases processing time.
OCR-based solutions only recognize characters; they cannot understand context or field relationships, resulting in incomplete, inconsistent, or misaligned data.
Multiple form versions, diverse layouts, handwritten inputs, and large submission volumes lead to unpredictable and unreliable extraction outcomes.
Collatio Form Processing is Scry AI’s automation platform that captures, interprets, and structures complex forms and IRS tax documents, including W-2, 1099, and 1040, within seconds. It understands form layouts, automatically validates extracted data, and supports end-to-end processing through integration with tax, accounting, and compliance systems. The platform reduces manual effort, improves accuracy, and ensures audit-ready consistency across the workflow.
Automate data extraction and validation for unstructured, semi-structured, and structured forms with high accuracy, adaptive learning, and complete traceability.
Scry AI’s proprietary NNOCR technology captures key information from complex forms. It accurately extracts printed text, handwriting, numeric fields, checkboxes, and structured elements such as tables, nested tables, and layout-specific fields. It also detects signature regions and markings for verification workflows. Advanced preprocessing techniques, including deskewing, de-noising, and contrast normalization, ensure reliable extraction even from multi-page, low-quality, or heavily annotated forms.
By combining NNOCR with NLP and machine learning, the system interprets extracted fields and layout relationships without predefined templates. It automatically adapts to IRS revisions, multi-year updates, form layout adjustments, and agency-specific variations. The platform currently supports more than 100 commonly used IRS, payroll, compliance, HR, and government form types and can scale efficiently to support additional variations.
New forms can typically be configured within hours using only two sample documents, significantly reducing setup time and IT involvement. During onboarding, the system performs structural reconstruction, key-value mapping, line-item extraction, and table recreation. This ensures that the digital output accurately reflects the source layout, providing consistency, reliable calculations, and audit readiness.
The system performs automated validation rules, formatting checks, calculations, and consistency reviews to identify missing fields, mismatches, and irregular data patterns. It enables cross-document comparisons, schedule-to-form alignment, and historical trend analysis to proactively detect discrepancies and anomalies, improving compliance oversight. Reviewers can focus only on flagged exceptions, significantly reducing manual verification effort.
All source documents, extracted data, metadata, version history, reviewer comments, and audit trails are maintained in a centralized, secure workspace with flexible integration capabilities. Structured outputs are delivered via JSON, CSV, XML, or real-time APIs and integrate with tax systems and workflow engines for straight-through processing. Each extracted value remains fully traceable to its exact origin in the source document.
Collatio Automated Forms Processing delivers measurable operational impact and accelerated ROI for enterprises after implementation.
Text Recognition Accuracy for compliance-critical, field-level tax reporting.
Prebuilt Form Templates covering diverse business and industry formats.
Precise Data Capture across complex layouts, multi-page forms, and tabular structures.
Faster Processing Cycles, reducing turnaround times from days to seconds.
Users can submit documents, scanned or digital (PDF or image), through a unified upload interface, API connection, email intake, portal upload, or bulk file import. The system can also ingest documents directly from connected databases or document repositories.
The platform applies advanced pre-processing techniques such as deskewing and noise removal to improve clarity and recognition accuracy. It automatically classifies documents and, when needed, splits multi-page files by detecting document type and organizing pages for downstream processing.
The system performs OCR and intelligent data extraction to capture printed and handwritten text, tables, form fields, checkboxes, and signatures using context-aware recognition. It identifies structural layouts, locates field boundaries, and maps extracted values into structured key-value or tabular formats.
After extraction, the platform runs automated validation and consistency checks based on predefined rules. It verifies formatting accuracy, completeness, logical consistency, and cross-field relationships. When needed, human review workflows can be activated to resolve uncertain or exceptional cases.
Clean, structured data can be exported as JSON or CSV files. It can also be sent directly to downstream systems such as CRMs, ERPs, workflow engines, and databases through direct integrations or APIs. All original documents, metadata, extracted data, and audit logs are stored in a centralized Document Management Hub for compliance, traceability, and secure retrieval.
Our system is built to process a broad range of high-volume IRS tax forms and related documentation submitted by individuals, businesses, and financial institutions. It dynamically adapts to variations in forms without relying on rigid templates.
Collatio maintains robust data protection and governance controls, ensuring security and compliance are embedded throughout every tax, financial, and regulatory workflow.
Secure infrastructure, encryption at rest and in transit, role-based access, and continuous monitoring.
Automated redaction, tamper-evident audit logs, and configurable data-retention policies.
Automated validation, reconciliation, and standardized reporting maintain accuracy and audit readiness.
We are trusted by enterprises globally.
Connect with your existing enterprise platforms through APIs and direct data exchange, keeping your workflows intact and your teams in sync.
Accurately process HR, custom, or IRS tax forms in seconds.
Discover how SCRY AI solutions bring accuracy and innovation in document processing, conversational AI, and IoT operations.
Enterprise Knowledge
Agent
Realtime Intelligence
Customer Support 360
Analytica
CreditIQ
City Intelligence
Smart Utilities
Connected Worker & Assets
Drone Based Infra Monitoring
SceneTrack
