AI Communities of Practice - VCCS

AI Communities of Practice

COMMUNITIES OF PRACTICE

What is a Community of Practice (COP)?

CoPs are voluntary groups organized around knowledge that enable organizations to support innovation and deliver on strategic goals.

Practitioner-led communities are fundamental to open, collaborative, and effective learning. People take ownership of what they help create and work together to address challenges.

CoPs facilitate knowledge management, professional development, and capability improvement.

Learn about the various Communities of Practice across VCCS. This page provides a description of each community to support shared learning and collaboration across the system.

We are launching Communities of Practice (CoPs) and invite you to use this form to express your interest in joining, leading, or proposing one.

Teaching & and Learning with AI

Key Focus Areas

  • Focus on integrating AI tools (e.g., generative AI, adaptive platforms) into instruction, assignments, and assessments.
  • Support faculty in designing AI-enhanced learning experiences and improving student engagement

AI-Enhanced Institutional Operations

Key Focus Areas

  • Investigate AI applications in scheduling, enrollment forecasting, and administrative efficiency.
  • Share case studies and tools that improve institutional decision-making

Faculty and Staff Development

Key Focus Areas

  • Offer professional development opportunities focused on AI tools, pedagogy, and ethics
  • Create a shared repository of resources, case studies, and implementation guides

Student Support Services

Key Focus Areas

  • Explore AI use in advising, tutoring, and career services (e.g., chatbots, predictive analytics)
  • Evaluate impact on student retention, equity, and satisfaction

AI Pathways

Key Focus Areas

  • Courses, Certifications, Degrees in AI
Communities of Practice

VCCS AI Use Case Repository

Student Support

Recruit, Admit & Enroll Students
50 Admission Alerts for Students
51 Admissions Chatbot
Advising & Student Services
3 Personalized Student Engagement
6 Student Administrative Assistant Chatbot
7 College Readiness Support
18 Existing Tool Accessibility Compliance
30 Personalized Academic Advising
31 Predictive At-Risk Student Identification
39 End-to-End Student Journey Support
42 Accessibility Support Assistants
44 Course and Skill Guidance
Career Services
14 Virtual Career Counselor
43 Career Planning Support
47 Self-Service Career Assistance

Teaching & Learning

Teaching
1 Automated Student Grading and Feedback
2 Student Performance Data Evaluation
4 Course Content Creation
15 AI Agent Teaching Assistant
17 AI-augmented Writing Support for Students
20 AI Tools in the Classroom
21 Plagiarism Detection
26 Agentic Instructional Design
27 AI Analysis of Curriculum Industry Alignment
52 Faculty Training Content Development
53 Shortened and Online Course Development
Learning
5 Intelligent and Accessible Tutoring
16 Enhanced LMS Chatbot
23 Student Self-service Research Assistance
24 AI Assessment of Student Learning Styles
45 Student Self-Service Grammar Support
46 Student Self-Service Personalized Tutor
48 AI Created Study Aids and Learning Enhancement
49 Library Research Assistant
54 Translation Aid

Administrative

Communication
9 AI-assisted Grant Writing
13 Marketing and Communication Content Creation
28 Inclusive Content Monitoring
36 Communications and Public Relations Monitoring
40 Internal Communication Enhancement
Policy & Governance
10 Administrative Policy Creation
22 Student-Facing Policy Updates
33 Enhanced Cybersecurity Controls
37 Data Integrity and Governance
41 Regulatory and Compliance Analysis
Process Automation
11 Predictive Facilities Maintenance
12 Student Registration and Enrollment Support
19 Class Enrollment & Scheduling Optimization
25 Administrative Process Automation
32 Discipline-specific Agents
34 Automated Document Approval
35 Business Process Documentation
Productivity
8 Staff Strategic Data Analysis
29 Institutional Research and Investment
38 Document Analysis
55 AI as Ad Hoc Staff Productivity Tool
56 Staff Workflow Automation

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