Large-scale Software Development Analysis

Design intent, dependency graphs, and tacit knowledge embedded in million-line codebases — made visible and systematic through KDG's knowledge structuring methodology. Build a foundation that lets your entire organization share a clear picture of your development assets without relying on individual expertise.

Feature 01

KDG LRA

Cross-artifact traceability analyzer for software projects. Connects requirements, design docs, source code, test cases, and GitHub issues as a knowledge graph to enable traceability and gap detection.

1Multi-stage traceability (Requirements ↔ Design ↔ Code ↔ Tests)
2Automatic gap detection for untested requirements and untraced code
3Multi-format ingestion including PDF, Word, Markdown, Git, and GitHub API

Feature 02

KDG QA

Quality assurance analytics with specification validation. Analyzes test coverage against requirements, detects specification inconsistencies, and provides quality metrics dashboards.

1Test coverage mapping against requirements
2Specification contradiction detection
3Quality trend analysis and reporting

Feature 03

KDG Project

Visual project management through COP (Common Operational Picture) node editor. React Flow-based visual editor for project delivery tracking with AI-driven risk analysis and status prediction.

1Interactive COP node editor with Artifact, Work, Gate, and Milestone nodes
2AI-driven PERT/CPM analysis and completion prediction
3GitHub/JIRA integration for real-time status synchronization

Feature 04

KDG Portfolio

Portfolio-level project oversight and aggregated analysis. Provides a hierarchical overview of all projects with AI-propagated metrics, automated grading, and budget tracking.

1Aggregated completeness/fidelity scores with A-E grading
2Multi-tab analysis covering status, organization, and budget
3Drill-down into individual project details

Ready to Turn Your Codebase into Structured Knowledge?

Start by sharing the scale and challenges of your target system. We support you step by step — from initial analysis reports to building a sustainable knowledge foundation.