Generative AI

AI-RADA - AI-Powered Requirement Engineering

An LLM-powered requirements analysis platform that classifies, validates, and rewrites raw requirement documents - detecting ambiguity, generating architecture diagrams, and producing executive-level quality reports automatically.

Pakistan2025

Key Outcome

Automated requirement validation

Raw requirement docs classified, scored, and converted to architecture diagrams without manual review.

The Problem

Requirement documents handed over by clients are rarely clean. Manual classification of functional vs non-functional requirements, detection of ambiguous "shall" statements, and generation of architecture models is time-consuming and inconsistent.

Our Solution

Built AI-RADA to automatically parse uploaded requirement documents using an LLM, classify each statement as functional or non-functional, flag ambiguous or invalid items with plain-language reasoning, rewrite weak requirements into testable statements, and generate use case diagrams and architecture models in PlantUML or Mermaid - with an executive quality dashboard and analysis archive.

Key Features

LLM-based classification: Functional vs Non-Functional per requirement

Ambiguity detection with a Clear / N/A verdict and plain-language explanation

Requirement quality scoring: total processed, valid baseline, average score, noise level

Verified % donut chart showing overall requirement accuracy at a glance

Automated use case diagram generation: actors, system boundary, use cases

Architecture model export as PlantUML, Mermaid, or vector assets

Requirement rewriting - turns vague statements into well-formed, testable specs

Analysis archive - every document saved with timestamp, restorable in one click

Technology Stack

ReactTypeScriptFastAPIPostgreSQLLLMPythonPlantUMLMermaid

Project Visuals

AI-RADA - AI-Powered Requirement Engineering screenshot 1
AI-RADA - AI-Powered Requirement Engineering screenshot 2
AI-RADA - AI-Powered Requirement Engineering screenshot 3
AI-RADA - AI-Powered Requirement Engineering screenshot 4

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