Project Management with AI: Agile, Scrum, and Beyond

Introduction

AI can enhance project management by predicting timelines, identifying risks, and optimizing team performance.

AI-Enhanced Project Management

// AI project manager
class AIProjectManager {
  async predictTimeline(project: Project): Promise {
    const historicalData = await this.getHistoricalData(project);
    const prediction = await this.aiModel.predictTimeline(historicalData);
    
    return {
      estimatedDuration: prediction.duration,
      confidence: prediction.confidence,
      risks: prediction.risks,
      recommendations: prediction.recommendations
    };
  }
}
            

Bibliography

• Sutherland, J. (2014). "Scrum: The Art of Doing Twice the Work in Half the Time"
• Kniberg, H., & Skarin, M. (2010). "Kanban and Scrum - Making the Most of Both"