PolicyPulse Intelligence Engine

Self-learning platform that improves continuously based on user behavior, legal changes, and performance data

Active Users

8,247

↑ 12% this month

User Segments

14

Dynamic assignment

Content Gaps

48

Scored by opportunity

At-Risk Users

127

Intervention pending

Intelligence Engine Status

Event tracking active

Active

User segments updated

2 hours ago

Content gaps scored

Daily refresh

Churn predictions

Accuracy: 82%

Next-best-actions

28 active rules

Today's Intelligence Priorities

  1. 1. 127 at-risk users — Trigger retention campaigns for highest-value segment
  2. 2. Contractor agreement demand up 340% — High-opportunity content gap identified
  3. 3. Checkout conversion down 18% — Anomaly detected, investigate payment flow
  4. 4. 8 guides aged 12+ months — Flag for legal review before refresh
  5. 5. AI cost trending high — Model routing optimization needed

Intelligence Engine aggregates 50+ event types, updates user segments hourly, scores content gaps daily, and generates recommendations in real-time. All actions logged and auditable. Last update: 2 minutes ago.

Phase 5: Intelligence & Automation

🧠 Intelligence Engine

Unified event system capturing all user interactions. Converts raw data into structured insights.

  • 100+ event types (taxonomy)
  • 14 dynamic user segments
  • User behavior analysis
  • Churn risk detection
  • Upgrade propensity scoring

📊 Content Intelligence

Automatically detects content gaps, scores opportunities, and generates briefs for missing content.

  • Content gap detection
  • Demand scoring (0-100)
  • Automated brief generation
  • Quality checking
  • Weekly insights

⚙️ Automation Systems

Safety levels ensure humans maintain control while benefiting from intelligent automation.

  • Safe automation (tagging, analytics)
  • Reviewable automation (publishing)
  • Human-required actions (legal reviews)
  • Full audit logging
  • Admin override capability

🚀 Product-Led Growth

Growth loops built into product usage. Every user interaction improves the platform.

  • Document collaboration
  • Team invitations
  • Shareable workflows
  • Professional handoff
  • Workspace invites

📈 The Compounding Loop

👤

User Action

→

📊

Structured Data

→

💡

Insight

↓

🎯

Action

←

📈

Improvement

←

✨

Better Value

Every user interaction feeds the intelligence engine, which automatically improves the platform.

✅ What's Automated

  • Event tracking
  • User segmentation
  • Gap detection
  • Insight generation
  • Churn detection
  • Notifications

👀 What Needs Review

  • Publishing content
  • Changing pricing
  • Launching experiments
  • Policy changes
  • Major features

🔐 Human-Only Decisions

  • Legal conclusions
  • Credential approval
  • Billing disputes
  • Account limits
  • Professional review

📋 Phase 5 Capabilities

✓

Intelligence Engine with 100+ event types

✓

Automated user segmentation (14 segments)

✓

Content gap detection and scoring

✓

Automated brief generation

✓

Churn risk detection

✓

Upgrade propensity scoring

✓

Weekly automated insights

✓

Executive Command Centre dashboard

🔄 Data Flywheel

PolicyPulse follows a compounding loop: User Activity → Structured Data → Pattern Detection → Insight → Product Improvement → Better User Value → Higher Activation → Higher Retention → More Usage → More Data → Better Product