Executive Summary
An enterprise technology firm needed an intelligent platform to measure employee capability, skill gaps, and career growth. CodeKnights.AI delivered an AI-driven system that automated scoring, recommendations, and workforce planning.
Client Background
A global IT services provider with 2,400+ employees across 5 regions.
Challenges
- Manual HR evaluation process
- No clear competency mapping
- Limited training insights
- Inconsistent performance scoring
Solution Delivered
- AI-based skill inference model
- Auto-ranking system for capability maturity
- Personalized learning recommendations
- Predictive attrition & succession planning
Tech Stack
Python ML | Azure Cognitive Services | React | Neo4j Graph DB | Power BI Analytics
Results
Output | Value |
Assessment time per employee | ⬇ reduced by 78% |
HR manual reporting | ⬇ eliminated 95% |
Role-skill alignment accuracy | ↑ improved to 92% |
Internal promotions | ↑ 43% increase |
Outcome Statement
The platform became a single source of truth for HR capability mapping and enabled leadership to make data-driven hiring and promotion decisions.