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Hive AI

Requirement Classification Agent

This agent supports IT procurement by automatically classifying non‑functional requirements based on business documentation. It analyzes provided materials, matches them against an existing requirements database, and explains why each requirement is relevant or not. By reducing manual effort and subjectivity, the agent improves consistency, efficiency, and decision quality in the procurement process.

Business Challenge:

The process of writing requirements for IT system procurement is often time-consuming. The customer maintaines a database of nonfunctional requirements used during procurement, but manually reviewing and selecting relevant requirements based on business documentation is labor-intensive. Additionally, the selection depends heavily on the individual preferences of the business analyst.

Core Features:

The agent assists in classifying requirements by analyzing business documentation:

  • Business Documentation – The agent scans and imports the documents provided by the business detailing the new IT system needs. This material serves as the foundation for classification in the following step.
  • Requirement Classification – The agent reviews all requirements in the database and identifies which are relevant to the specific IT system. Along with this classification, explanations and reasoning behind each decision are added.

Key benefits:

  • Reduced labor time and costs associated with selecting nonfunctional requirements for new IT systems.
  • Assists in making consistent and objective decisions regarding requirements.

The Hive is designed to bring AI into the heart of your organization by combining people, agents, and business systems seamlessly, securely, and at scale. Built on three connected layers, it transforms how your business operates — turning AI into a true part of everyday work.

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Business Functions:
Procurement
Industry:
Public sector
Domain:
Data & Analytics
Business Impact:
Increased efficiency Cost reduction Quality improvement
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