Genie AI Space

The WAF Genie Space is an AI assistant pre-loaded with all 15 WAF cache tables and detailed pillar-specific instructions. It is created automatically during install and linked as the AI Assistant tab inside the Lakeview dashboard.

---

What you can ask

Genie understands the full WAF data model. Example questions:

Failing controlsScores & trendsCost & performanceRecommendations

• "Which controls are failing and what should I do?"
• "Show me all controls below threshold for the Reliability pillar"
• "What are the top 5 gaps across all pillars?"

• "What is the overall WAF score?"
• "How has Governance improved over the last 30 days?"
• "Which pillar has the lowest score?"

• "Which clusters are running without autoscaling?"
• "What percentage of compute uses spot instances?"
• "Show me queries running longer than 10 minutes"

• "Give me a prioritized remediation plan"
• "What quick wins can I achieve this week?"
• "Which teams have the lowest governance scores?"

---

Tables available to Genie

Genie has access to all 15 WAF cache tables:

Table	Contents
waf_controls_c	Cost Optimization controls
waf_controls_p	Performance Efficiency controls
waf_controls_g	Governance controls
waf_controls_r	Reliability controls
waf_principal_percentage_c/p/g/r	Per-principal scores per pillar
waf_total_percentage_c/p/g/r	Total pillar percentages
waf_total_percentage_across_pillars	Aggregated cross-pillar scores
waf_controls_with_recommendations	Full recommendations catalog
waf_recommendations_not_met	View — failing controls only

---

Pre-built SQL examples

The Genie Space ships with 6 pre-built SQL example queries covering the most common WAF questions:

1. Controls below threshold across all pillars
2. Overall WAF score by pillar
3. Score trend over the last N reload runs
4. Top failing controls by gap size
5. Per-principal breakdown for Governance
6. Cost controls with highest improvement potential

---

Accessing Genie

From the app: Click Ask Genie in the toolbar From the dashboard: Open the AI Assistant tab Direct URL: Shown in the installation summary

Genie access requires Step D

Users must be granted CAN USE on the Genie Space before they can interact with it. See Grant Access — Step D.

---

How Genie is linked to the dashboard

The Genie Space ID is embedded in the dashboard JSON at creation time via:

"uiSettings": {
  "genieSpace": {
    "isEnabled": true,
    "overrideId": "<genie_space_id>",
    "enablementMode": "ENABLED"
  }
}

This is handled automatically by install.ipynb — no manual linking in the UI is required.