@cloudkinetix/bmad-enhanced

# Epics ## Epic 1: Foundation & AI Infrastructure **Goal**: Establish the core platform infrastructure and AI capabilities that will power all intelligent features. **Value**: Provides the foundational layer for AI-driven project management, enabling all subsequent features. ### User Stories #### Epic 1.1: Project Setup & Core Infrastructure **As a** developer **I want** a fully configured development environment with all necessary services **So that** I can begin implementing features immediately **Acceptance Criteria:** - [ ] Project repository created with proper structure - [ ] Docker Compose setup for local development - [ ] Database schema implemented (PostgreSQL for core data, Redis for caching) - [ ] Basic API framework established (FastAPI) - [ ] Authentication service implemented (OAuth 2.0) - [ ] CI/CD pipeline configured - [ ] Environment configuration management #### Epic 1.2: User Management & Authentication **As a** user **I want** to securely create an account and authenticate **So that** I can access the platform safely **Acceptance Criteria:** - [ ] User registration with email verification - [ ] Secure login with OAuth 2.0 and JWT tokens - [ ] Password reset functionality - [ ] Multi-factor authentication (MFA) support - [ ] Role-based access control (RBAC) implementation - [ ] Session management and security - [ ] User profile management #### Epic 1.3: AI Model Infrastructure **As a** system **I want** robust AI model serving capabilities **So that** intelligent features can operate reliably **Acceptance Criteria:** - [ ] TensorFlow Serving deployment for AI models - [ ] Model versioning and rollback capabilities - [ ] AI service API endpoints for predictions - [ ] Model performance monitoring - [ ] Caching layer for AI predictions - [ ] Fallback mechanisms for AI service failures - [ ] A/B testing framework for model experiments #### Epic 1.4: External Integration Framework **As a** user **I want** to connect my existing tools **So that** I can centralize my project information **Acceptance Criteria:** - [ ] OAuth integration with Slack, Teams, GitHub, Jira - [ ] Webhook framework for real-time updates - [ ] Integration service architecture - [ ] Data synchronization mechanisms - [ ] Error handling and retry logic - [ ] Integration health monitoring - [ ] User-friendly connection management UI ## Epic 2: Intelligent Task Management **Goal**: Implement AI-powered task creation, prioritization, and management capabilities. **Value**: Transforms basic task tracking into intelligent task orchestration that optimizes team productivity. ### User Stories #### Epic 2.1: AI Task Prioritization Engine **As a** project manager **I want** tasks to be automatically prioritized based on multiple factors **So that** my team always works on the most impactful items **Acceptance Criteria:** - [ ] AI model for task priority scoring - [ ] Factors: dependencies, deadlines, team capacity, business impact - [ ] Real-time priority updates as conditions change - [ ] Priority explanation and reasoning display - [ ] Manual priority override capabilities - [ ] Integration with team calendars and availability - [ ] Batch priority updates for project changes #### Epic 2.2: Natural Language Task Creation **As a** team member **I want** to create and update tasks using natural language **So that** task management feels intuitive and fast **Acceptance Criteria:** - [ ] NLP service for intent recognition - [ ] Task extraction from natural language input - [ ] Automatic task categorization and tagging - [ ] Smart due date and assignee suggestions - [ ] Context-aware task relationships - [ ] Voice input support for mobile - [ ] Multi-language support (English, Spanish, French) #### Epic 2.3: Smart Task Recommendations **As a** team member **I want** intelligent suggestions for my next tasks **So that** I can maintain optimal productivity flow **Acceptance Criteria:** - [ ] Personalized task recommendation engine - [ ] Context switching minimization algorithms - [ ] Skill-based task matching - [ ] Workload balancing recommendations - [ ] Break and focus time suggestions - [ ] Cross-project task coordination - [ ] Learning from user task completion patterns #### Epic 2.4: Automated Task Updates **As a** user **I want** task status to update automatically based on external signals **So that** I spend less time on administrative updates **Acceptance Criteria:** - [ ] Git commit integration for development tasks - [ ] Calendar integration for meeting-related tasks - [ ] Email integration for communication tasks - [ ] Smart status inference from activity patterns - [ ] Bulk update capabilities - [ ] Conflict resolution for competing updates - [ ] Audit trail for all automated changes ## Epic 3: Predictive Resource Management **Goal**: Implement AI-driven resource allocation and capacity planning to prevent bottlenecks and optimize team utilization. **Value**: Enables proactive resource management that prevents project delays and maximizes team efficiency. ### User Stories #### Epic 3.1: Team Capacity Prediction **As a** project manager **I want** to predict team capacity and availability **So that** I can plan projects realistically **Acceptance Criteria:** - [ ] Historical velocity analysis per team member - [ ] Calendar integration for availability forecasting - [ ] Skill-based capacity modeling - [ ] Vacation and PTO impact analysis - [ ] Capacity alerts for overallocation - [ ] Scenario planning for different team compositions - [ ] Integration with HR systems for team changes #### Epic 3.2: Resource Allocation Optimization **As a** resource manager **I want** AI-powered resource allocation suggestions **So that** I can optimize team utilization across projects **Acceptance Criteria:** - [ ] Multi-project resource optimization algorithms - [ ] Skill matching for optimal assignments - [ ] Cross-training opportunity identification - [ ] Resource conflict detection and resolution - [ ] Load balancing across team members - [ ] Cost optimization for resource allocation - [ ] What-if analysis for allocation changes #### Epic 3.3: Bottleneck Detection & Prevention **As a** project manager **I want** early warning of potential bottlenecks **So that** I can take preventive action **Acceptance Criteria:** - [ ] Real-time bottleneck detection algorithms - [ ] Dependency chain analysis - [ ] Resource constraint identification - [ ] Alternative path suggestions - [ ] Escalation workflows for critical bottlenecks - [ ] Historical bottleneck pattern analysis - [ ] Automated mitigation recommendations #### Epic 3.4: Dynamic Workload Balancing **As a** team lead **I want** workload to be balanced automatically across my team **So that** no one is overwhelmed while others are underutilized **Acceptance Criteria:** - [ ] Real-time workload monitoring per team member - [ ] Automatic task redistribution suggestions - [ ] Skill-based task reassignment - [ ] Burnout risk detection and prevention - [ ] Workload visualization and reporting - [ ] Integration with performance management systems - [ ] Customizable workload balancing rules ## Epic 4: Advanced Analytics & Insights **Goal**: Provide comprehensive analytics and predictive insights that enable data-driven project management decisions. **Value**: Transforms project data into actionable insights that improve project outcomes and team performance. ### User Stories #### Epic 4.1: Predictive Project Analytics **As a** project manager **I want** to see predictive analytics about my project's health **So that** I can make informed decisions and prevent issues **Acceptance Criteria:** - [ ] Project completion probability predictions - [ ] Risk factor identification and scoring - [ ] Timeline prediction with confidence intervals - [ ] Budget variance forecasting - [ ] Quality metrics prediction - [ ] Stakeholder satisfaction forecasting - [ ] Comparative analysis with similar projects #### Epic 4.2: Team Performance Insights **As a** team manager **I want** insights into team performance patterns **So that** I can coach my team effectively **Acceptance Criteria:** - [ ] Individual productivity trend analysis - [ ] Team collaboration effectiveness metrics - [ ] Skill development tracking and recommendations - [ ] Communication pattern analysis - [ ] Meeting effectiveness scoring - [ ] Work-life balance indicators - [ ] Performance improvement recommendations #### Epic 4.3: Risk Assessment & Mitigation **As a** project stakeholder **I want** comprehensive risk assessment and mitigation strategies **So that** I can proactively address potential issues **Acceptance Criteria:** - [ ] AI-powered risk identification from project patterns - [ ] Risk impact and probability scoring - [ ] Automated mitigation strategy suggestions - [ ] Risk trend analysis and early warning systems - [ ] Stakeholder risk communication tools - [ ] Risk register integration and management - [ ] Success pattern recognition and replication #### Epic 4.4: Executive Dashboard & Reporting **As an** executive **I want** high-level insights across all projects **So that** I can make strategic decisions **Acceptance Criteria:** - [ ] Real-time executive dashboard with KPIs - [ ] Portfolio health scoring and alerts - [ ] Resource utilization across all projects - [ ] ROI analysis and forecasting - [ ] Strategic goal alignment tracking - [ ] Automated executive summary reports - [ ] Drill-down capabilities for detailed analysis