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.