AI-Powered Test Case Generation
The solution reads Print Specification documents and automatically generates structured, comprehensive test cases, with human agent inputs captured via a web application to guide the generation process.
Automate Testing of Generated B2B & B2C Communication Documents
Automate Testing of B2B & B2C Communication Documents - Against Print Specification, Test Case Generation, Test Case Execution with Reports
Automate end to end testing of application generated B2B & B2C communication documents manually against Print Specification. Kumaran Print Specification Validation solution can eliminate this monotonous testing by generating test cases from the specification documents and validating the application generated documents against the test cases & generate the report with the help of Kumaran Intelligent Document Processing (IDP) platform.
Automatic Test Case Generation
Test Cases are generated from the Print Specification with GenAI
Integration with TCM Tools
Test case generation and versioning, integration support with TCM Tools
Support Dynamic Data
Test execution supports dynamic data in the document, positional, format related features testing.
Powered by IDP
Kumaran Intelligent Document Processing platform with custom DNN models power Test execution.
Overview
Eliminate Manual Print Document Testing, Permanently
Print Spec Validation is an AI-powered test automation solution that auto-generates test cases directly from Print Specification documents and validates every application-generated B2B and B2C document against those test cases, eliminating the need for manual testing entirely for each regression.
Powered by the Kumaran IDP (Intelligent Document Parser) platform, the solution delivers detailed, structured validation reports that give QA teams full visibility into document compliance, field accuracy and print specification adherence, at scale and with zero manual effort.
Why This Matters
The Hidden Cost Of Manual Print Document Validation
Manual Test Case Authoring Is Slow
Writing test cases from Print Spec documents manually is a time-consuming, repetitive process, draining QA bandwidth before a single test has been executed.
Human Error In Document Validation
Manually comparing generated documents against specification is error-prone, with missed fields and inconsistent outcomes across testers.
Inconsistent B2B & B2C Coverage
Without automation, full coverage of all document variants, layouts and data scenarios is rarely achieved, leaving compliance gaps in production.
No Structured Audit Trail
Manual validation produces unstructured notes and spreadsheets that are difficult to audit, share or use as compliance evidence.
Regression Testing Is Costly
Every change to the application requires manual re-validation of all affected documents, creating a costly, repeatable bottleneck in every release cycle.
Scale Limitations
As document volumes and variants grow, manual testing cannot scale, creating a hard ceiling on QA throughput.
Our Solution
A Unified Validation Platform Built For Enterprise Document Quality
One AI-driven generation engine, four supporting capabilities, every print spec validated end to end.
Test Case Version Control & TCM Tool Integration Support
Supports TCM Tool integration for managing generated test cases and version control.
Support Delta Test Case Generation On Specification Change
Supports test case generation for changes in the specification rather than complete regeneration.
Automated Test Execution & Reports
Completely automated test execution with dynamic data, positional and format-related features testing.
Human-In-The-Loop Guidance
Human agents interact with the web application to provide inputs that guide AI test step generation, ensuring domain-specific context is incorporated into every test case without manual test writing.
How It Works
End-To-End Flow, From Print Spec To Validation Report
A two-pipeline process: a Test Case Generation Pipeline and a Test Execution & Validation Pipeline. Execution can also be wired as a backend process with the application-generated document and dynamic data.
- Step01
Upload Print Spec Document
The human agent accesses the web application and uploads the Print Specification document to initiate the test case generation pipeline.
- Step02
AI Test Step Generation
The web application forwards the request to the Python Test Step Generator Service, which refers to the Print Spec document and uses a GenAI model, guided by human agent inputs, to generate a structured Test Step Document.
- Step03
Test Step Storage
The generated Test Step Document is output to Azure Blob Storage, making it available for the test execution pipeline.
- Step04
PDF Form Upload
The application-generated PDF form (the document under test) can be pointed to execute with UI assistance or wired for backend processing with the test case document.
- Step05
Automated Test Execution
The test executor retrieves both the Test Case Document and the PDF generated form, applies integrated validation technologies to systematically validate the document against every test step.
- Step06
Validation Report Output
The test executor outputs an Automated Test Execution Report to a storage location, providing a complete, structured record of validation results for QA review, audit and compliance purposes.
Why Kumaran
Why Kumaran For Print Spec Validation
Six strengths that make Kumaran the partner of choice for AI-driven document validation at enterprise scale.
Kumaran IDP-Powered Extraction
Print Spec Validation is built on Kumaran's own IDP platform, delivering proven, enterprise-grade document extraction and interpretation for accurate field-level validation.
GenAI-Driven Test Generation
Generative AI produces comprehensive, structured test cases directly from specification documents, eliminating manual authoring and ensuring full specification coverage.
Human-In-The-Loop By Design
Human agents guide AI test generation with domain-specific inputs, combining the speed of automation with the context of human expertise.
Full B2B & B2C Document Coverage
Validates every application-generated document across all variants, layouts and data scenarios, providing coverage that manual testing cannot achieve at scale.
Structured, Auditable Reports
Automated test execution reports provide complete, field-level pass/fail records, ready for QA review, audit submission and regulatory compliance evidence.
Zero Manual Test Authoring
QA teams are freed from repetitive specification reading and test case writing, focusing effort on review, sign-off and continuous improvement instead.
FAQ
Frequently Asked Questions
Quick answers about Kumaran's Print Spec Validation solution. Don't see yours? Reach out and we'll get back to you.
The solution supports any application-generated B2B and B2C documents, including invoices, statements, notices, letters, forms and regulatory documents, provided a Print Specification document exists as the reference source.
A Python-based Test Case Generator Service reads the Print Specification document and uses a Generative AI model, guided by human agent inputs, to automatically produce structured test step documents covering every field, layout rule and data requirement in the specification.
The test executor uses the Kumaran Intelligent Document Processing platform with test cases converted as execution and validating rules, covering field presence, content accuracy, layout compliance and data integrity.
Kumaran's Intelligent Document Parser (IDP) powers the document extraction layer, parsing complex Print Specification documents and generated PDFs to enable accurate, field-level comparison and validation.
The Automated Test Execution Report provides a structured, field-level record of every validation step with pass/fail status, suitable for QA review, audit trail purposes and regulatory compliance evidence.
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IDPAI · Document Intelligence
Intelligent Document Parser (IDP)
Computer-vision pipeline that extracts complex tables, text and layouts straight into clean JSON.
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Automated, Audit-Ready Document Validation At Scale
Talk to our team about deploying Print Spec Validation across your B2B and B2C document workflows.