Project Management AI
AI đang transform project management từ manual tracking sang intelligent automation. Monday AI và ClickUp AI giúp teams plan, execute, và deliver projects nhanh hơn.
🎯 Mục tiêu bài học
- Hiểu AI features trong PM tools
- Setup Monday AI workflows
- Sử dụng ClickUp AI effectively
- Automate project reporting
📊 AI in Project Management
What PM AI Can Do
Text
1┌─────────────────────────────────────────────┐2│ PROJECT MANAGEMENT AI │3├─────────────────────────────────────────────┤4│ │5│ 📝 CONTENT GENERATION │6│ ├── Write task descriptions │7│ ├── Create project briefs │8│ ├── Generate status updates │9│ └── Draft communications │10│ │11│ 📊 ANALYSIS & INSIGHTS │12│ ├── Predict project delays │13│ ├── Identify bottlenecks │14│ ├── Resource optimization │15│ └── Risk assessment │16│ │17│ 🔄 AUTOMATION │18│ ├── Auto-assign tasks │19│ ├── Smart scheduling │20│ ├── Dependency management │21│ └── Status updates │22│ │23│ 💬 COMMUNICATION │24│ ├── Summarize discussions │25│ ├── Answer project questions │26│ ├── Generate reports │27│ └── Email drafts │28│ │29└─────────────────────────────────────────────┘Before vs After AI
| Task | Manual | With AI | Time Saved |
|---|---|---|---|
| Write project brief | 2 hours | 15 min | 87% |
| Weekly status report | 1 hour | 5 min | 92% |
| Task descriptions | 10 min/task | 1 min | 90% |
| Risk assessment | 4 hours | 30 min | 87% |
| Resource planning | 3 hours | 20 min | 89% |
🛠️ Monday.com AI
Monday AI Features
Text
1┌─────────────────────────────────────────────┐2│ MONDAY AI CAPABILITIES │3├─────────────────────────────────────────────┤4│ │5│ ✨ AI Assistant │6│ ├── Generate task content │7│ ├── Summarize updates │8│ ├── Create formulas │9│ └── Build automations │10│ │11│ 📧 AI Email Composer │12│ ├── Draft project emails │13│ ├── Stakeholder updates │14│ └── Meeting invitations │15│ │16│ 📊 AI Insights │17│ ├── Project health score │18│ ├── Workload analysis │19│ └── Timeline predictions │20│ │21└─────────────────────────────────────────────┘Setup Monday AI
Step 1: Enable AI Features
Text
11. Admin → Account Settings22. Features → Monday AI33. Enable for workspace44. Configure permissionsStep 2: Access AI Assistant
Text
1In any board:21. Click on item32. Look for ✨ AI icon43. Or type "/" in any text field54. Select AI optionMonday AI Use Cases
1. Generate Task Descriptions
Text
1Input: "Website redesign homepage"2 3AI Output:4"Redesign the company homepage to improve user 5experience and conversion rates.6 7Deliverables:8• New wireframes and mockups9• Mobile-responsive design10• A/B testing variants11• Implementation specifications12 13Success Criteria:14• 20% improvement in bounce rate15• 15% increase in conversion16• Mobile load time < 3 seconds"2. Create Project Brief
Text
1Prompt: "Create project brief for mobile app launch"2 3AI generates:4┌─────────────────────────────────────┐5│ PROJECT BRIEF: Mobile App Launch │6├─────────────────────────────────────┤7│ Objective: │8│ Launch iOS and Android mobile app │9│ by Q2 2024 │10│ │11│ Scope: │12│ • User authentication │13│ • Core features (list, search) │14│ • Push notifications │15│ • Payment integration │16│ │17│ Timeline: 12 weeks │18│ Budget: $150,000 │19│ Team: 8 members │20│ │21│ Key Milestones: │22│ • Week 4: Design complete │23│ • Week 8: Beta release │24│ • Week 12: Production launch │25└─────────────────────────────────────┘3. Summarize Board Activity
Text
1AI Summary of last week:2 3"This week the team completed 23 tasks (↑15% from 4last week). Key accomplishments include:5- Design phase completed ahead of schedule6- API integration testing passed7- 3 critical bugs resolved8 9Concerns:10- Backend development 2 days behind11- Resource conflict on QA team12 13Recommended actions:14- Reallocate 1 developer to backend15- Schedule QA planning session"Monday AI Automations
Smart Task Assignment
Text
1Automation Recipe:2WHEN: New task created in "Development"3AND: Priority is "High"4THEN: AI assigns to team member with:5 - Lowest current workload6 - Relevant skills7 - Available capacity8 9AI considers:10├── Current task count11├── Estimated hours remaining12├── Skill match (from profile)13└── Past performance on similar tasksPredictive Alerts
Text
1Automation Recipe:2WHEN: AI detects project risk3THEN: 4├── Create alert item5├── Notify project manager6├── Suggest mitigation actions7└── Update project health score8 9Risk Detection:10├── Tasks consistently late11├── Dependencies at risk12├── Resource overallocation13├── Budget burn rate high14└── Scope creep indicators🛠️ ClickUp AI
ClickUp AI Features
Text
1┌─────────────────────────────────────────────┐2│ CLICKUP AI CAPABILITIES │3├─────────────────────────────────────────────┤4│ │5│ ✍️ Writing Assistant │6│ ├── Task descriptions │7│ ├── Project docs │8│ ├── Comments & updates │9│ └── Email drafts │10│ │11│ 📋 Summarization │12│ ├── Task threads │13│ ├── Document summaries │14│ ├── Meeting notes │15│ └── Project updates │16│ │17│ 🎯 Action Items │18│ ├── Extract from text │19│ ├── Generate subtasks │20│ └── Create checklists │21│ │22│ 🔄 Translation │23│ ├── 12+ languages │24│ └── Localize content │25│ │26└─────────────────────────────────────────────┘ClickUp AI Prompts
Generate Subtasks
Text
1Parent Task: "Launch marketing campaign"2 3AI Command: "Break this into subtasks"4 5Generated Subtasks:6□ Define campaign objectives and KPIs7□ Identify target audience segments8□ Create campaign messaging and copy9□ Design visual assets10□ Set up tracking and analytics11□ Configure ad platforms12□ Launch campaign13□ Monitor and optimize14□ Create performance reportSummarize Long Threads
Text
1Task with 47 comments over 2 weeks2 3AI Summary:4"Discussion centered on three main topics:5 61. Design Direction (15 comments)7 - Agreed on minimalist approach8 - Decision: Use blue color scheme9 102. Technical Implementation (20 comments)11 - Debated React vs Vue12 - Decision: React with TypeScript13 143. Timeline (12 comments)15 - Original: 4 weeks16 - Revised: 5 weeks (design complexity)17 18Key decisions made:19- Blue minimalist design ✓20- React + TypeScript stack ✓21- 5-week timeline ✓22- Weekly demos to stakeholder ✓"Generate Project Doc
Text
1AI Prompt: "Create PRD for user authentication feature"2 3Output:4# Product Requirements Document5## User Authentication System6 7### Overview8Implement secure user authentication with 9multi-factor support for the web application.10 11### User Stories12- As a user, I want to sign up with email13- As a user, I want to login securely14- As a user, I want to reset my password15- As a user, I want to enable 2FA16 17### Requirements18| ID | Requirement | Priority |19|----|-------------|----------|20| AUTH-1 | Email/password login | P0 |21| AUTH-2 | OAuth (Google, Apple) | P1 |22| AUTH-3 | 2FA via SMS/App | P1 |23| AUTH-4 | Password reset flow | P0 |24| AUTH-5 | Session management | P0 |25 26### Technical Specs27- JWT tokens with 24h expiry28- bcrypt password hashing29- Rate limiting: 5 attempts/minute30...ClickUp AI Workflows
Daily Standup Summary
Text
1Workflow:21. Team updates tasks each morning32. 9:30 AM: AI aggregates updates43. Generates standup summary:5 6┌─────────────────────────────────────┐7│ DAILY STANDUP - Jan 15, 2024 │8├─────────────────────────────────────┤9│ │10│ 👤 Sarah (Development) │11│ Yesterday: Completed API endpoints │12│ Today: Start frontend integration │13│ Blockers: None │14│ │15│ 👤 Mike (Design) │16│ Yesterday: User flow wireframes │17│ Today: High-fidelity mockups │18│ Blockers: Waiting for content │19│ │20│ 👤 Lisa (QA) │21│ Yesterday: Test case review │22│ Today: Automation setup │23│ Blockers: Test environment down │24│ │25│ 🚨 Team Blockers: │26│ - Test environment needs restart │27│ - Content team delayed │28└─────────────────────────────────────┘29 304. Post to Slack #standup channelSprint Planning Assistant
Text
1AI Prompt: "Help plan next sprint based on:2- Velocity: 45 story points3- Team: 4 developers4- Goals: Complete checkout feature"5 6AI Output:7Recommended Sprint Backlog:8 9Priority 1 (Must Have) - 28 points:10├── Checkout flow UI (8 pts)11├── Payment integration (13 pts)12└── Order confirmation (7 pts)13 14Priority 2 (Should Have) - 15 points:15├── Guest checkout (5 pts)16├── Save payment method (5 pts)17└── Order history (5 pts)18 19Buffer (Nice to Have) - 5 points:20└── Promo code support (5 pts)21 22Total: 48 points (6% stretch)23 24Risk Assessment:25- Payment integration has external dependency26- Recommend starting early in sprint27- Backup: Simplify guest checkout if needed📊 Comparison: Monday AI vs ClickUp AI
| Feature | Monday AI | ClickUp AI |
|---|---|---|
| Writing | Good | Excellent |
| Summarization | Good | Excellent |
| Automation | Excellent | Good |
| Insights | Excellent | Good |
| Pricing | Included in plans | $5/member/mo add-on |
| Languages | 10+ | 12+ |
| Ease of Use | Very Easy | Easy |
| Best For | Operations, Marketing | Dev teams, Startups |
When to Choose
Text
1Choose Monday AI if:2├── Non-technical teams3├── Visual workflow preference4├── Marketing/Operations focus5├── Need strong automation6└── Want AI included in plan7 8Choose ClickUp AI if:9├── Development teams10├── Document-heavy workflows11├── Need detailed summaries12├── Multiple project types13└── Budget for add-on🔄 AI-Powered Reporting
Automated Status Reports
Monday AI Report Generation
Text
1Schedule: Every Friday 4:00 PM2 3AI generates:4 5PROJECT STATUS REPORT6Week of January 15-19, 20247 8EXECUTIVE SUMMARY9Project Alpha is on track for February launch. 10This week saw significant progress in development 11(85% complete) with minor delays in QA setup.12 13PROGRESS BY PHASE14┌──────────────┬──────────┬────────┐15│ Phase │ Progress │ Status │16├──────────────┼──────────┼────────┤17│ Planning │ 100% │ ✅ │18│ Design │ 100% │ ✅ │19│ Development │ 85% │ 🟢 │20│ Testing │ 40% │ 🟡 │21│ Deployment │ 0% │ ⏳ │22└──────────────┴──────────┴────────┘23 24KEY ACCOMPLISHMENTS25• Core features development complete26• UI/UX approved by stakeholders27• Security audit passed28 29RISKS & ISSUES30• QA environment setup delayed (2 days)31• One developer on sick leave32 33NEXT WEEK PRIORITIES341. Complete remaining backend tasks352. Begin integration testing363. Start deployment preparationResource Utilization Report
Text
1AI Analysis:2 3TEAM UTILIZATION - January 20244 5Overall: 87% (Target: 80-90%) ✅6 7By Team Member:8├── Sarah: 95% ⚠️ (overloaded)9├── Mike: 82% ✅10├── Lisa: 78% ✅11├── David: 92% ⚠️12└── Tom: 88% ✅13 14Recommendations:151. Redistribute 2 tasks from Sarah to Tom162. Consider bringing in contractor for next sprint173. David's high utilization is temporary (project deadline)18 19Forecast Next Month:20Expected utilization: 92% ⚠️21Risk: Team burnout if sustained22Action: Review scope or add resources💡 Best Practices
Effective AI Prompts
Text
1✅ Good Prompts:2 3"Create a detailed task description for implementing 4user login, including acceptance criteria and 5technical requirements"6 7"Summarize the discussion in this task thread, 8highlighting decisions made and action items"9 10"Generate a risk assessment for this project 11phase, considering timeline and resources"12 13❌ Vague Prompts:14 15"Write something about login"16"Summarize this"17"What should we do?"AI + Human Collaboration
Text
1Best Practice Workflow:2 31. AI generates first draft42. Human reviews and refines53. AI assists with formatting64. Human approves final version75. AI helps with distribution8 9Example:10├── AI writes project brief (5 min)11├── PM reviews and adjusts (10 min)12├── AI formats and creates tasks (2 min)13├── PM assigns and sets dates (5 min)14└── Total: 22 min vs 2 hours manualImportant: AI là assistant, không phải replacement. Always review AI output cho critical documents và decisions.
🎯 Bài tập thực hành
Task 1: Monday AI Exploration (20 phút)
Text
11. Create free Monday.com account22. Set up a project board33. Use AI to:4 - Generate 5 task descriptions5 - Create a project summary6 - Build an automation recipe74. Compare AI vs manual qualityTask 2: ClickUp AI Writing (20 phút)
Text
11. Create free ClickUp account22. Create a project space33. Use AI to:4 - Generate a PRD document5 - Summarize a task thread6 - Create subtasks from description74. Evaluate time savingsTask 3: Automated Reporting (20 phút)
Text
11. Set up weekly status report template22. Configure AI to generate summary33. Add automated email delivery44. Test with sample data📚 Tổng kết
| Concept | Key Takeaway |
|---|---|
| Monday AI | Strong automation, visual workflows |
| ClickUp AI | Excellent writing, dev team focus |
| Use Cases | Task descriptions, summaries, reports |
| Best Practice | AI drafts, human refines |
| ROI | 80-90% time savings on documentation |
Tiếp theo: Bài 12 - Notion AI for Operations - Wikis, docs, và databases với AI!
