Use Case

Similarity Check between Requirements

Challenge

When new requirements are introduced, they often overlap with past or ongoing projects. Manually comparing them for similarities to reuse solutions or streamline approvals is slow, inconsistent, and inefficient.

AI-Powered Solution

By utilizing Large Language Models (LLMs) and vector databases, AI can automatically compare new requirements against a repository of past data. Similar requirements are flagged, allowing teams to reuse validated solutions or accelerate approval processes.

Impact & Efficiency Gains

Faster Similarity Assessments: AI rapidly identifies and ranks matching requirements.

Reduced Development Time: Reusing existing solutions minimizes redundant work.

Accelerated Approval Cycles: Pre-validated requirements streamline decision-making.

Input & Output Format

Inputs: New requirements

Outputs: Ranked list of similar requirements for reuse

Integration & Tooling

Works seamlessly with requirements management systems for easy implementation.

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