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Bài 11/15

Project Management AI

Sử dụng Monday AI, ClickUp AI để manage projects hiệu quả hơn

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

TaskManualWith AITime Saved
Write project brief2 hours15 min87%
Weekly status report1 hour5 min92%
Task descriptions10 min/task1 min90%
Risk assessment4 hours30 min87%
Resource planning3 hours20 min89%

🛠️ 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 Settings
22. Features → Monday AI
33. Enable for workspace
44. Configure permissions

Step 2: Access AI Assistant

Text
1In any board:
21. Click on item
32. Look for ✨ AI icon
43. Or type "/" in any text field
54. Select AI option

Monday 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 mockups
9• Mobile-responsive design
10• A/B testing variants
11• Implementation specifications
12
13Success Criteria:
14• 20% improvement in bounce rate
15• 15% increase in conversion
16• 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 schedule
6- API integration testing passed
7- 3 critical bugs resolved
8
9Concerns:
10- Backend development 2 days behind
11- Resource conflict on QA team
12
13Recommended actions:
14- Reallocate 1 developer to backend
15- 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 workload
6 - Relevant skills
7 - Available capacity
8
9AI considers:
10├── Current task count
11├── Estimated hours remaining
12├── Skill match (from profile)
13└── Past performance on similar tasks

Predictive Alerts

Text
1Automation Recipe:
2WHEN: AI detects project risk
3THEN:
4├── Create alert item
5├── Notify project manager
6├── Suggest mitigation actions
7└── Update project health score
8
9Risk Detection:
10├── Tasks consistently late
11├── Dependencies at risk
12├── Resource overallocation
13├── Budget burn rate high
14└── 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 KPIs
7□ Identify target audience segments
8□ Create campaign messaging and copy
9□ Design visual assets
10□ Set up tracking and analytics
11□ Configure ad platforms
12□ Launch campaign
13□ Monitor and optimize
14□ Create performance report

Summarize Long Threads

Text
1Task with 47 comments over 2 weeks
2
3AI Summary:
4"Discussion centered on three main topics:
5
61. Design Direction (15 comments)
7 - Agreed on minimalist approach
8 - Decision: Use blue color scheme
9
102. Technical Implementation (20 comments)
11 - Debated React vs Vue
12 - Decision: React with TypeScript
13
143. Timeline (12 comments)
15 - Original: 4 weeks
16 - 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 Document
5## User Authentication System
6
7### Overview
8Implement secure user authentication with
9multi-factor support for the web application.
10
11### User Stories
12- As a user, I want to sign up with email
13- As a user, I want to login securely
14- As a user, I want to reset my password
15- As a user, I want to enable 2FA
16
17### Requirements
18| 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 Specs
27- JWT tokens with 24h expiry
28- bcrypt password hashing
29- Rate limiting: 5 attempts/minute
30...

ClickUp AI Workflows

Daily Standup Summary

Text
1Workflow:
21. Team updates tasks each morning
32. 9:30 AM: AI aggregates updates
43. 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 channel

Sprint Planning Assistant

Text
1AI Prompt: "Help plan next sprint based on:
2- Velocity: 45 story points
3- Team: 4 developers
4- 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 dependency
26- Recommend starting early in sprint
27- Backup: Simplify guest checkout if needed

📊 Comparison: Monday AI vs ClickUp AI

FeatureMonday AIClickUp AI
WritingGoodExcellent
SummarizationGoodExcellent
AutomationExcellentGood
InsightsExcellentGood
PricingIncluded in plans$5/member/mo add-on
Languages10+12+
Ease of UseVery EasyEasy
Best ForOperations, MarketingDev teams, Startups

When to Choose

Text
1Choose Monday AI if:
2├── Non-technical teams
3├── Visual workflow preference
4├── Marketing/Operations focus
5├── Need strong automation
6└── Want AI included in plan
7
8Choose ClickUp AI if:
9├── Development teams
10├── Document-heavy workflows
11├── Need detailed summaries
12├── Multiple project types
13└── Budget for add-on

🔄 AI-Powered Reporting

Automated Status Reports

Monday AI Report Generation

Text
1Schedule: Every Friday 4:00 PM
2
3AI generates:
4
5PROJECT STATUS REPORT
6Week of January 15-19, 2024
7
8EXECUTIVE SUMMARY
9Project 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 PHASE
14┌──────────────┬──────────┬────────┐
15│ Phase │ Progress │ Status │
16├──────────────┼──────────┼────────┤
17│ Planning │ 100% │ ✅ │
18│ Design │ 100% │ ✅ │
19│ Development │ 85% │ 🟢 │
20│ Testing │ 40% │ 🟡 │
21│ Deployment │ 0% │ ⏳ │
22└──────────────┴──────────┴────────┘
23
24KEY ACCOMPLISHMENTS
25• Core features development complete
26• UI/UX approved by stakeholders
27• Security audit passed
28
29RISKS & ISSUES
30• QA environment setup delayed (2 days)
31• One developer on sick leave
32
33NEXT WEEK PRIORITIES
341. Complete remaining backend tasks
352. Begin integration testing
363. Start deployment preparation

Resource Utilization Report

Text
1AI Analysis:
2
3TEAM UTILIZATION - January 2024
4
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 Tom
162. Consider bringing in contractor for next sprint
173. David's high utilization is temporary (project deadline)
18
19Forecast Next Month:
20Expected utilization: 92% ⚠️
21Risk: Team burnout if sustained
22Action: 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 draft
42. Human reviews and refines
53. AI assists with formatting
64. Human approves final version
75. AI helps with distribution
8
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 manual

Important: 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 account
22. Set up a project board
33. Use AI to:
4 - Generate 5 task descriptions
5 - Create a project summary
6 - Build an automation recipe
74. Compare AI vs manual quality

Task 2: ClickUp AI Writing (20 phút)

Text
11. Create free ClickUp account
22. Create a project space
33. Use AI to:
4 - Generate a PRD document
5 - Summarize a task thread
6 - Create subtasks from description
74. Evaluate time savings

Task 3: Automated Reporting (20 phút)

Text
11. Set up weekly status report template
22. Configure AI to generate summary
33. Add automated email delivery
44. Test with sample data

📚 Tổng kết

ConceptKey Takeaway
Monday AIStrong automation, visual workflows
ClickUp AIExcellent writing, dev team focus
Use CasesTask descriptions, summaries, reports
Best PracticeAI drafts, human refines
ROI80-90% time savings on documentation

Tiếp theo: Bài 12 - Notion AI for Operations - Wikis, docs, và databases với AI!