AI-Driven Performance Systems: From Employee Database to Revenue Impact

Smart data. Smarter insights. Smarter business.

⏱️ 2-Hour Agenda

| Segment | Duration | Focus |
| ------- | -------- | ----- |
| | 15 min | Trends & enterprise use, e.g., ServiceNow, Intuit |
| 2. Designing the AI-Enabled Employee Database | 25 min | Schema: profile, KPI metrics, feedback, analytics integration |
| 3. Real-Time KPI Tracking Using Gen AI | 25 min | Continuous monitoring, automatic summarization & alerts |
| ☕ Break | 10 min | — |
| 4. Implementing Agentic Feedback Agents | 25 min | Chatbots or agents that draft performance tips, coach, request approvals |
| 5. Connecting Performance to Revenue Goals | 20 min | Evaluate performance impact on revenue, forecast, dashboards |
| 6. Q&A + Next Steps | 15 min | Tool stack, implementation pitfalls, scaled rollouts |

## 🔧 Session Highlights

### ✅ 1. Gen/Agentic AI in HR Today

• Real-world impact: ServiceNow agents reduced case handling time by 52%; Lattice explores AI agents as employees
• Best practices: start with co-pilot tasks and human-in-the-loop flows

### ✅ 2. Data Model for AI-Ready HR

• Schema elements: User profiles, time-series metrics (OKRs, tasks, feedback), auto-collected data.
• Integration: Merge data sources—CRM, Slack, code repos, tickets—for richer insight.

### ✅ 3. Real-Time KPI Analytics

• Continuous monitoring with generative summarization—for example:

> “GPT: Maria resolved X bugs with 95% accuracy, needs help with Y skill.”

• Alert creation: flag underperformance or excellence with automated callouts

### ✅ 4. Agentic Feedback & Coaching

• Deploy agents to draft performance feedback, schedule check-ins, or suggest learning modules.
• Ensure human control & transparency to prevent hallucinations

### ✅ 5. Aligning Performance with Revenue

• Map performance metrics to sales, productivity, or efficiency gains.
• Build dashboards showing how AI-driven performance correlates to revenue increases

## 🚀 Why This Meetup Will Thrive

• Tackles a top enterprise priority: boosting performance evaluation with AI.
• Equips attendees with a complete architecture from DB schema to revenue dashboards.
• Combines generative and agentic AI for real-time, data-driven impact.
• Provides actionable takeaways: ready-to-use design patterns and agent workflows.

Join Zoom Meeting

[https://us02web.zoom.us/j/81731895623?pwd=DnMCx1D4IormanWtyQtegC6ziZinin.1](https://www.google.com/url?q=https://us02web.zoom.us/j/81731895623?pwd%3DDnMCx1D4IormanWtyQtegC6ziZinin.1&sa=D&source=calendar&usd=2&usg=AOvVaw2HCoxQdgXRM3hbyJIxpo84)

Meeting ID: 817 3189 5623
Passcode: 164158