One of the most underutilized resources in adult learning is community. While we often think of learning as individual effort—reading, studying, taking courses—research consistently shows that learning embedded in communities of practice is deeper, more durable, and more likely to lead to behavior change than isolated learning. Communities of practice are groups of people united by shared interest or domain who engage regularly in learning, knowledge sharing, problem-solving, and mutual support. For grant professionals learning about AI governance and implementation, communities of practice offer tremendous value: access to peers grappling with similar challenges, opportunities to learn from others' experiences, mutual accountability for implementation, and sense of belonging to a profession addressing important challenges.
Communities of practice have three defining characteristics: (1) Shared Domain: Members are united by shared interest or expertise area (e.g., grant management, nonprofit AI governance, program evaluation); (2) Engagement: Members engage regularly in joint activities and interactions (meetings, discussions, projects, knowledge sharing); (3) Shared Resources: Members develop shared resources and practices (repositories of tools and templates, shared vocabulary and frameworks, collective knowledge about best practices).
Communities of practice are distinct from other group structures. They're not formal organizations with membership requirements and governance; they're more organic networks held together by mutual interest. They're not project teams with defined deliverables and timelines; they're ongoing relationships focused on mutual learning. They're not training programs with instructors and curricula; they're peer-based learning where members are both teachers and learners.
Examples of communities of practice relevant to grant professionals include: nonprofit grant managers who meet monthly to discuss emerging challenges and share solutions; a network of nonprofits implementing AI tools who share experiences and lessons learned; a virtual community of evaluation professionals discussing innovative evaluation methods; a regional association of fundraising professionals meeting quarterly for professional development.
Communities of practice are peer-based learning communities united by shared domain expertise, regular engagement, and development of shared resources and practices. For nonprofit professionals learning about AI, communities of practice provide peer support, access to collective knowledge, and accountability for implementation that isolated learning cannot provide.
Communities of practice can operate entirely in-person, entirely online, or in hybrid combinations of both. In-Person Communities offer rich face-to-face interaction, relationship building, and ability to engage in hands-on learning together. They're excellent for building strong relationships and trust. Challenges include geographic limitations, requiring coordination of in-person meeting logistics, and potential difficulty sustaining engagement between in-person meetings.
Online Communities remove geographic barriers, allowing participants worldwide to engage asynchronously on their schedule. They offer access to diverse perspectives and expertise. Challenges include reduced nonverbal communication, potential for less personal connection, and risk of lower engagement in large online communities.
Hybrid Communities combine in-person and online engagement, offering benefits of both. For example, a community of nonprofit grant managers might hold quarterly in-person conferences (building relationships, hands-on workshops, keynote presentations) combined with monthly online meetings (regular engagement, lower cost of entry) and an online discussion forum (asynchronous peer support, documentation of community knowledge).
Communities of practice only thrive when members feel safe asking questions, sharing failures and challenges, and expressing perspectives that might diverge from prevailing views. Psychological safety—the shared belief that members can take interpersonal risks without fear of negative consequences—is foundational to healthy communities.
Building psychological safety requires: (1) Leadership Modeling: Leaders acknowledge their own learning needs and failures, demonstrating that struggles are normal and expected; (2) Norms Establishment: Explicit discussion of community values (respect, confidentiality, inclusion) and expectations for participation; (3) Inclusive Practices: Actively soliciting input from quieter members, welcoming diverse perspectives, ensuring no voices dominate; (4) Responding to Vulnerability: When members share challenges or failures, responding with empathy and learning orientation rather than judgment; (5) Addressing Violations: When disrespectful behavior occurs, addressing it promptly to maintain community safety.
Communities of practice need governance structures and leadership, though these can be more flexible and evolving than formal organizational structures. Governance questions include: Who makes decisions about community direction? How are decisions made? What roles exist in the community and how are they filled? How are conflicts resolved?
Governance approaches range from highly hierarchical (a single leader makes decisions) to consensus-based (decisions require full member agreement) to representative (elected representatives make decisions on behalf of the community). Most effective communities use hybrid models with clear leadership for operational decisions (scheduling meetings, managing platforms) while using more consensus-based approaches for substantive decisions affecting community direction.
Leadership roles in communities of practice might include: facilitators who coordinate meetings and maintain engagement; conveners who bring members together; content experts who share knowledge; documentarians who record and share community knowledge; connector roles who link subgroups within the larger community.
Communities of practice exist on a spectrum from highly facilitated (with designated leaders and structured agendas) to largely self-organizing (with minimal leadership structure and organic emergence of direction). Highly facilitated communities benefit from clear direction and consistent engagement but risk limiting member autonomy and innovation. Self-organizing communities foster ownership and innovation but may lack direction and struggle with engagement.
Most healthy communities use hybrid approaches: providing minimal facilitation to ensure consistency and quality while trusting members to self-organize around shared interests. For example, a facilitator might ensure monthly meetings happen, but community members propose topics and lead discussions. A convener might maintain an online platform, but members populate the platform with knowledge and resources.
The core value of communities of practice is knowledge sharing. Communities develop mechanisms for sharing knowledge: regular meetings where members discuss challenges and solutions; online repositories of tools, templates, and resources; mentoring relationships between experienced and newer members; shared projects where members work together on problems; documentation of lessons learned.
Effective knowledge sharing has characteristics: (1) Accessibility: Knowledge is documented and organized so members can find what they need; (2) Applicability: Shared knowledge is specific enough to apply to real situations, not abstract; (3) Contextuality: Knowledge includes context explaining when and how to apply it; (4) Validation: Shared knowledge is tested and validated by community members; (5) Evolution: Community knowledge evolves as members learn and practices change.
Technology enables but doesn't create communities. The right platform supports community engagement; the wrong platform can hinder it. Platform decisions should be based on community needs: How will members primarily interact (synchronous meetings, asynchronous discussion, shared document work)? What geographic distribution requires? What technical capacity and comfort? What documentation and archiving is important?
Common platforms for online communities include: (1) Video Conferencing: Zoom, Google Meet for synchronous meetings; (2) Discussion Platforms: Slack, Discord for ongoing asynchronous discussion; (3) Document Collaboration: Google Drive, Microsoft Teams for joint work on documents and projects; (4) Learning Management Systems: Canvas, Moodle for structured course content; (5) Knowledge Repositories: Wikis, Confluence for shared knowledge documentation; (6) Social Networks: LinkedIn groups, Facebook groups for less formal community space.
Effective communities often use multiple platforms for different purposes: a monthly Zoom meeting for synchronous connection, a Slack channel for ongoing discussion and peer support, a shared drive for resource documentation, a wiki or Google Site for community knowledge repository. The key is ensuring members understand the purpose of each platform and aren't overwhelmed by too many tools.
Not all community members engage equally. Research on communities shows that participation typically follows a pattern: a small core of highly engaged members (10-20%) contribute consistently; a larger group of moderately engaged members (20-30%) participate regularly but less frequently; a large group of peripheral members (50-70%) lurk, learning from others but not actively contributing. This distribution is normal and healthy; communities need both active contributors and engaged observers.
Supporting diverse participation levels requires: (1) Multiple Ways to Contribute: Not everyone speaks in meetings, but many can contribute through email responses to questions, documentation of experiences, or resource sharing; (2) Recognition of Different Roles: Explicitly recognizing and valuing different contribution types; (3) Pathways to Deeper Engagement: Creating opportunities for peripheral members to increase engagement if interested (mentoring relationships, special projects, leadership opportunities); (4) Respect for Lurking: Understanding that learning from others is valuable even without active contribution.
Communities with diverse members inevitably experience conflict. Differences of perspective, competing interests, or interpersonal tensions can arise. Healthy communities have mechanisms for addressing conflict before it damages community relationships. Strategies include: (1) Prevention: Establishing community norms and values that prevent many conflicts; (2) Early Attention: Addressing small tensions before they escalate; (3) Neutral Facilitation: Having facilitators or mediators help members discuss differences; (4) Seeking Understanding: Focusing on understanding different perspectives rather than proving one person "right"; (5) Repairing Relationships: After conflicts, actively rebuilding trust and relationships.
How do we know if a community of practice is healthy and successful? Indicators of community health include: (1) Engagement: Regular participation by members in community activities; (2) Retention: Members returning over time rather than dropping out; (3) Contribution: Members actively contributing knowledge, not just consuming; (4) Application: Members applying what they learn in their actual work; (5) Satisfaction: Members report finding community valuable and would recommend to peers; (6) Innovation: Community generating new ideas and practices rather than just replicating existing practices; (7) Growth: Community expanding to include new members while maintaining culture.
Many communities start with enthusiasm but fade as energy wanes and founding members move on. Sustaining communities requires: (1) Ongoing Leadership: Succession planning to ensure leadership continuity as founders step back; (2) Regular Value Delivery: Consistently providing activities and knowledge sharing that members find valuable; (3) Evolving with Changing Needs: Periodically reassessing whether community is addressing members' current needs and adjusting; (4) Celebrating Milestones: Recognizing community accomplishments and anniversaries; (5) Member Ownership: Fostering sense of ownership so members feel invested in community's success; (6) Resource Sustainability: Ensuring community has funding, platforms, and logistics support for ongoing operation.
Identify a community of practice relevant to your nonprofit's work or profession. If one exists, consider joining and exploring how you might contribute. If no suitable community exists, imagine designing one. Who would be members? What shared domain unites them? How would the community engage (meetings, online platform, projects)? What knowledge and resources would the community share? What governance and leadership structures would it have? How would you sustain the community over time?
Successful communities often face a challenge: as membership grows, the intimate, tight-knit feel that made the community attractive can be lost. Scaling strategies that maintain community culture while accommodating growth include: (1) Sub-Communities: Creating smaller sub-groups within the larger community organized by specialty or geography; (2) Tiered Engagement: Providing different engagement levels (inner circle of core members, broader network of less frequent participants); (3) Regional Networks: Encouraging formation of local chapters or regional groups connected to national community; (4) Mentoring Structure: Using one-on-one mentoring to create connections within larger community; (5) Clear Onboarding: Helping new members understand community culture and find their place.
Communities of practice increasingly operate across geographic boundaries. Regional networks bring together practitioners in specific geographic areas (states, regions, cities) while connecting to national or global networks on broader topics. Global networks enable practitioners worldwide to engage on topics where geography is less relevant. For nonprofit grant professionals and AI governance practitioners, both regional and global networks provide value: regional networks offer local connection and geographic relevance; global networks offer access to cutting-edge thinking and diverse approaches.
Continue building your expertise in AI governance, standards, and nonprofit leadership with the CAGP Level 5 certification program.
Explore the Program