Church Executive Dashboard Expert System

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Step 1: Core Dashboard Objective

What is the primary purpose of this executive view?

Real-Time Church Health Monitoring Predictive Growth & Churn Modeling Staff & Volunteer Burnout Prevention Board & Elder Transparency Reporting Multi-Campus Performance Comparison Capital Campaign Tracking Weekly Giving vs. Expense Pulse Automated Ministry Scorecards Crisis Detection & Alerting Long-Term Strategic Goal Tracking Pastoral Care & Visitation Triage Digital & In-Person Attendance Unification

Step 2: Key Performance Indicator (KPI) Selection

What specific data points must the AI surface on the main screen?

Giving vs. Budget Variance First-Time Guest Retention Rate Volunteer-to-Attender Ratios Next Step Completion Ministry-Specific Engagement Scores Online Stream Concurrent Viewers Kids/Youth Check-In Ratios Small Group Participation % Cost Per Acquisition Facilities Utilization Rate Donor Churn Rate Staff Turnover/Tenure Metrics

Step 3: Staff Health & Workload Analytics

How should the AI monitor staff capacity to prevent burnout?

Track Work Hours vs. Standard Load Mandatory Sabbatical & Vacation Alerts Task Completion vs. Deadline Delays Peer & Congregational Sentiment Skill-Gap Identification for Training Meeting Overload Tracking Volunteer Recruitment Success Rates Pastoral Care Load Weekend Service Duty Frequency Staff Survey Pulse Scores Cross-Department Collaboration Compensation vs. Benchmark Analysis

Step 4: Congregational Engagement & Churn Prediction

How will the system identify people who are starting to drift away?

Identify Lapsed Households Churn Risk Scoring (Giving+Attendance) Alert for Lost High-Impact Volunteers Sentiment Analysis of Prayer Requests Drop in Digital Engagement Missed Recurring Giving Failures Child Check-In Frequency Decline Small Group Attendance Drop-Off Major Life Event Tracking Geographic Relocation Alerts Lack of Next-Step Progression Post-Event Follow-Up Silence

Step 5: Decision Support & Scenario Planning

What "What If" scenarios should the AI be able to model for the Board?

What if we add a 3rd service? What if giving drops by 10%? What if we launch a new campus? Projected Capital Campaign Finish Staff Hiring Phasing Models Facilities Expansion ROI Community Outreach Budget Impact Demographic Shift Projections Online-Only Strategy Pivot Debt Retirement Acceleration Economic Downturn Contingency Merge/Acquisition Impact

Step 6: Security & Access Hierarchy

Who sees what? Define the privacy guardrails.

Role-Based Access Control (RBAC) Mask Sensitive Donor Data Protect Pastoral Counseling Notes Mandatory Two-Factor Auth (2FA) Audit Logging for All Views IP Restriction for Financial Data Department-Siloed Data Views Time-Bound Temporary Access Automated Offboarding Revocation Mobile Device Management Policies Anonymized Board-Level Aggregation Third-Party Vendor API Guardrails

Step 7: Data Integration & Aggregation Sources

Which existing systems and tools must feed into this dashboard?

Primary ChMS API (Planning Center) Financial Platforms (Pushpay) Accounting Software (QuickBooks) HR & Payroll Systems (Gusto) Facility Management Software Project Management Platforms Email Marketing Metrics Website Analytics Social Media Insights Livestream Metrics Background Check APIs Custom Spreadsheet Uploads (CSV)

Step 8: Communication & Automated Alerting

How will the system proactively notify the executive team of critical shifts?

Daily Morning SMS Briefing Weekly Executive Summary Email Real-Time Emergency Push Alerts Slack/Teams Channel Integration Threshold-Triggered Alerts Scheduled Board Packet Generation Staff Birthday/Anniversary Reminders Major Donor Activity Alerts Pastoral Care Needed Routing Facility Issue Escalations Weekend Service Wrap-Up Reports Monthly All-Staff Pulse Summaries

Step 9: Multi-Campus & Hybrid Alignment

How should the dashboard handle data across different physical locations and online audiences?

Campus-by-Campus Comparison Grid Unified Global Roll-Up View Online Campus Standalone Tracking Video Venue vs. Live Metrics Per-Campus Budget vs. Actuals Geographic Radius Mapping Multi-Campus Staff Sharing Analytics Campus Pastor Scorecards Launch Phase Tracking for New Sites Resource Allocation by Campus Size Demographic Breakdown per Location Micro-Site / House Church Tracking

Step 10: Financial Forecasting & Cash Flow

What advanced financial intelligence is required beyond basic giving totals?

90-Day Cash Flow Projections Seasonal Giving Trend Adjustments Pledge Fulfillment Tracking Top 10% Donor Reliance Ratios Recurring vs. One-Time Giving Departmental Spend Velocity Emergency Reserve Calculations Debt Servicing Impact Staff Compensation % of Budget Restricted vs. Unrestricted Funds Crypto/Stock Asset Tracking Capital Expenditure (CapEx) Planning

Step 11: Community Impact & Outreach Metrics

How will the system measure the church's external effectiveness and community engagement?

Benevolence Fund Distribution Community Volunteer Hours Deployed Local School/Charity ROI Event Attendance (Non-Sunday) Digital Reach in Local Zip Codes Food Pantry Distribution Volume City Demographic Penetration External Marketing Conversion Public Relations Sentiment Grants and External Funding Crisis Relief Response Metrics Neighborhood Group Saturation

Step 12: Compliance, Legal, & Audit Trails

What risk management and compliance features must be built into the command center?

Background Check Expirations Mandatory Reporter Training Financial Audit Trail Logging Insurance Policy Renewal Alerts Child Safety Ratio Alerts Vendor Contract Expirations Non-Profit Tax Filing Deadlines Data Privacy Compliance Incident Report Aggregation Fire Inspection/Code Logging Copyright Licensing Adherence Board Meeting Minute Archiving

Step 13: Edge Cases & Data Anomalies

How should the system handle missing data, duplicates, or extreme outliers?

Automated Duplicate Merging Outlier Donation Filtering Missing Data Imputation Logic Manual Override Capabilities Weather Event Normalization Spam/Bot Registration Detection Holiday Attendance Smoothing Unmatched Giving Reconciliation API Sync Failure Alerts Legacy Data Migration Validation Suspicious Access Lockdowns Unknown Guest Extrapolation

Step 14: Final Output Format & Delivery

Specify the exact markup and structural format for the generated architectural document.

Strict JSON Data Structure API Endpoint Documentation Executive Summary Brief (PDF) Developer Technical Spec Database Schema (SQL/ERD) User Story Mapping (Agile) Slide Deck Outline Component-Based UI Specs CSV/Spreadsheet Ready Matrix Standard Operating Procedure (SOP) Bulleted Strategic Roadmap System Architecture Diagram Logic

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