Two Different Problems
Model vs Policy
Lumenova AI governs AI models you build and deploy. PolicyGuard governs how employees use AI tools like ChatGPT and Copilot. These are fundamentally different problems.
The 80% Problem
80% of employees use AI tools, often without IT approval. Only a small percentage of organizations build their own AI models. Most companies need employee AI governance first.
Simpler Deployment
PolicyGuard deploys in days with a browser extension. Lumenova AI typically requires longer implementation for model integration.
Different Audiences
Lumenova AI serves AI/ML teams building models. PolicyGuard serves compliance officers governing employee behavior. Choose based on your primary challenge.
PolicyGuard vs Lumenova AI
| Capability | PolicyGuard | Lumenova AI |
|---|---|---|
| Primary focus | Employee AI usage | Model governance |
| Target user | Compliance officers | AI/ML teams |
| Model risk management | ||
| Bias testing | ||
| Employee policy enforcement | ||
| Point-of-use acknowledgment | ||
| Shadow AI detection | 80+ tools | |
| Employee training | Built-in modules | |
| Audit trail (employee usage) | ||
| GenAI risk management | Yes (employee usage) | |
| Implementation complexity | Low | High |
Who Should Choose PolicyGuard
- Organizations where employees use third-party AI tools
- Companies without dedicated AI/ML teams
- Compliance officers focused on policy enforcement
- Mid-market organizations needing quick deployment
- Teams preparing for EU AI Act employee compliance
Who Should Choose Lumenova AI
- Organizations building proprietary AI models
- Companies with dedicated ML engineering teams
- Use cases requiring model validation and testing
- Enterprises needing comprehensive AI lifecycle governance
Frequently Asked Questions
Only if you both build AI models AND need to govern employee AI usage. Most mid-market companies only need the latter.
No. Lumenova AI focuses on model governance, not employee behavior monitoring or policy enforcement.
PolicyGuard deploys in days with a browser extension. Lumenova AI typically requires longer implementation for model integration.
