You can only learn from what members trust you with. Data earns the trust; Intelligence turns it into insight.
Chapter 08 · Roof · Learning
Intelligence
A home that notices, and gets better every season.
Is the space learning what works, and getting better?
01 · What breaks without it
Most groups notice a member drifting only after they've left.
Engagement rarely collapses overnight. It fades: a member skips a meeting, then a month of messages, then dues. By the time anyone notices, the relationship has gone cold.
Meanwhile the group's knowledge (how the gala was run, which sponsor said yes, who mentored whom) lives in the heads of leaders who will hand off next year. Every new leadership team starts over.
| Without intelligence | With it |
|---|---|
| Drift discovered at renewal time | Drift spotted while there's still time to act |
| Every new leader starts from zero | Knowledge stays with the group |
| Decisions made on gut feeling | Decisions checked against what worked before |
| Reports built by hand at year end | Scoreboards that keep themselves current |
02 · What good looks like
Two sides of the roof: knowledge and insights.
Intelligence has two halves, like the two pitched sides of the roof:
- KnowledgeWhat the group knows: its history, documents, decisions and how things are done. Searchable, and drawn from your group's own records.
- InsightsWhat the group is learning: who's engaged, who's drifting, which events work and what to try next.
Vital signs
Every element in this guide ends with one signal to watch. Together they're your organization's vital signs: a short scoreboard of how the whole house is doing. Some of these signals, plus two simple measures, map to the elements of community that McMillan and Chavis proposed:
| Element of community | Signal to watch |
|---|---|
| Membership: I belong here | Profile completion and return visits |
| Influence: I matter here | Share of members who contributed or voted |
| Fulfillment of needs: I get something here | A simple "got value this month?" pulse |
| Shared emotional connection: we've been through things together | Monthly gathering rate |
Suggestions, never surprises
Intelligence advises; people decide. An assistant can notice that members of a program haven't RSVP'd and draft a three-step plan to bring them in, but nothing sends until a person reviews it and applies it. The assistant is designed to show only what the person asking could already see.
Connected elementsIntelligence can only learn from data members trust you with (03Data), and what it learns adjusts 05Fit over time.
03 · How BigTopa delivers it
Insights, and an assistant that knows your group.
- Insights dashboardEngagement, marketing and monetization in one view, for the whole hub.
- Lifecycle AgentSpots members who are drifting and drafts a plan to bring them back. Nothing sends without approval.
- Group knowledgeAnswers grounded in your own documents and history, respecting who can see what.
- Meeting summariesNotes and action items from meetups, saved where the group can find them.
- Vital signsThe eight signals from this guide in one scoreboard: the ones the platform can measure tracked automatically, the rest entered by hand.
04 · Ask yourself
Questions for your leadership team.
- How would you know a member is drifting before they stop paying dues?
- Where does your group's knowledge live when a leader hands off?
- Which of your events worked best last year, and how do you know?
- Who reviews your numbers, and how often?
- What should an assistant never do without asking first?
05 · One signal to watch
Members brought back.
The share of members flagged as drifting who come back within 30 days, through a message, a meetup, an RSVP or a renewal. It measures whether insight is turning into action.
Connected elements
Intelligence doesn't stand alone.
What the space learns adjusts the fit over time, so the tools keep fitting as the community grows.
Scoreboards show whether the outcomes you named are actually moving.
Sources
- McMillan, D. W., & Chavis, D. M. (1986). Sense of community: A definition and theory. Journal of Community Psychology, 14(1), 6–23.