AI Features

AI that makes your association smarter.

Natural language search, churn prediction, smart segments, auto-tagging, and recommendations. AI that works behind the scenes so your team can focus on members.

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Natural language search across everything.

Members type questions in plain English and MemberRun searches across resources, events, discussions, and member profiles. Relevance-scored results from your entire content library.

  • Search across all content types
  • Relevance scoring for every result
  • Understands intent, not just keywords
  • Results ranked by member profile
AI Search
“employment law changes affecting Alberta employers in 2026”
5 results across resources, events, and discussions
Alberta Employment Standards Update 2026
Resource · Webinar
98%
Provincial Labor Law Changes - Complete Guide
Resource · Guide
95%
Employment Law Workshop
Event · Workshop
91%
Thread: New AB employment rules discussion
Forum · Discussion
87%
Employment Compliance Checklist Template
Resource · Template
82%

Churn prediction before it's too late.

AI analyzes login frequency, event attendance, CPD activity, and resource engagement to predict which members are at risk of lapsing. Flag them before renewal, not after.

  • Risk scoring for every member
  • Combines 10+ behavioral signals
  • 90-day lookahead predictions
  • Auto-segment for targeted outreach
Churn Prediction
Members likely to lapse in the next 90 days
28
High Risk
64
Medium
2,755
Healthy
Highest Risk Members
18
David Kim
No login 60d, 0 events, CPD behind
24
Ana Lopez
No login 45d, declining engagement
31
Robert Fraser
Missed renewal reminder, no CPD activity

Auto-tagging and recommendations.

When admins publish a new resource, AI analyzes the content and suggests competency tags, CPD credit amounts, and related resources. One click to accept.

  • Automatic competency tag suggestions
  • CPD credit amount recommendations
  • Related content linking
  • Admin approval before applying
AI Auto-Tagging
New Resource: “Navigating Workplace Investigations”
AI analyzed the content and suggests these competency tags:
Employment LawComplianceInvestigationsHR ManagementRisk Management
Accept AllEdit Tags
Also suggests: 2.0 CPD credits · Category: Employment Law

Why associations choose this.

Multi-provider AI

MemberRun supports OpenAI, Anthropic Claude, and Google Gemini. Choose the provider that fits your budget and requirements.

Privacy-first

Member data never leaves your platform for AI processing. Search indexes are built locally. No training on your data.

Smart email segments

AI-powered segments for campaigns: at-risk members, highly engaged, CPD behind pace, and custom behavioral triggers.

See it in action.

30-minute demo tailored to your association's workflows.

Book a free demo