Cybage AI-Native Requirements Intelligence Agentic Workflow

Cybage AI-Native Requirements Intelligence automates the requirements engineering lifecycle by converting business ideas into production-ready engineering artifacts. AI agents generate Product Requirement Documents (PRDs), Epics, User Stories, and Tasks while maintaining full traceability across Jira and Confluence.

Human approval gates ensure business validation, technical feasibility, sprint readiness, and quality before development begins. This approach combines the speed and consistency of AI-driven generation with the judgment and oversight of human reviewers at critical decision points. This solution includes Amazon Bedrock, Agentcore, Quick and other related services.

Key Capabilities: • Automated generation of PRDs, Epics, User Stories, and Tasks from business ideas • Full traceability maintained across all requirement artifacts • Native integration with Jira and Confluence for seamless workflow adoption • Human-in-the-loop approval gates for business validation, technical feasibility, sprint readiness, and quality assurance • Accelerated backlog creation with improved requirement quality • Reduced manual effort in requirements documentation and decomposition

This solution establishes an AI-native software delivery process that accelerates backlog creation, improves requirement quality, and reduces manual effort across the requirements engineering lifecycle. Delivered as a Professional Services engagement through AWS Marketplace Private Offers, the solution includes requirements assessment, AI requirements pipeline setup, Jira and Confluence integration, enterprise rollout, and training and enablement.