Automating Requirements Generation for a Retail E-Commerce Platform
Client:
A national retail chain launching a new e-commerce platform with integrated inventory and customer management.
Challenge:
- Business stakeholders had high-level goals but lacked detailed technical requirements.
- Manual documentation was slow, inconsistent, and prone to misinterpretation.
- Development teams struggled with scope clarity and change management.
Solution: Sanciti AI Requirements Agent
🧠 Natural Language Processing
Sanciti AI ingested stakeholder inputs — emails, meeting notes, and business goals — and used GenAI to translate them into structured, actionable software requirements.
📐 Contextual Mapping
The agent mapped requirements to existing systems, identifying dependencies and integration points with inventory, CRM, and payment gateways.
🔄 Versioning & Traceability
Automatically tracked changes, linked requirements to Jira tickets, and maintained a clear audit trail for compliance and project governance.
📊 Stakeholder Collaboration
Generated visual summaries and requirement matrices for easy review and approval by non-technical stakeholders.
Results:
- 70% reduction in time spent on requirement documentation
- Improved alignment between business and development teams
- Fewer scope changes and rework during development
- Accelerated project kickoff and sprint planning
Impact:
The retail chain launched its platform ahead of schedule with full stakeholder alignment, thanks to Sanciti AI’s intelligent and adaptive requirements generation.
