Willow AI Governance Control Plane vs. Lightbeam
A side-by-side comparison based on G2 review data.
| Metric | Willow AI Governance Control Plane | Lightbeam |
|---|---|---|
| Overall rating | 4.9 | 4.4 |
| Review count | 99 | 12 |
| Ease of use | 9.7 | 9.4 |
| Ease of setup | 9.8 | 9.5 |
| Quality of support | 9.9 | 9.0 |
| Meets requirements | 9.8 | 9.2 |
| NPS | 97.87234 | 50 |
| Small Business | 3.1% | 41.7% |
| Mid-Market | 70.4% | 25.0% |
| Enterprise | 26.5% | 33.3% |
| Total page views | 586 | 254 |
| Total LLM citations | 369 | 1,167 |
Willow AI Governance Control Plane
The AI Basecamp for the enterprise. Willow is the Agentic Access Platform for the enterprise, the AI Basecamp where every AI agent checks in before it touches a single system. Most companies are stitching together a gateway, a shadow AI scanner, a DLP bolt-on, and a manual approval process. Seven tools pretending to be one. Willow is the platform. One control plane for every AI agent, tool, MCP, skill, and plugin in the enterprise, covering identity, runtime guardrails, shadow AI detection, and audit, from the same place.
Lightbeam
LightBeam is an identity-centric data security solution that reduces breach risks, ransomware costs, and regulatory penalties by converging DSPM, privacy, and governance into a single AI-driven platform. Powered by patented Data Identity Graph technology, LightBeam discovers and maps sensitive data across structured, unstructured, and semi-structured sources—including shadow data—linking it to business context and human identities.
- Automation
- Automated Classification
- Security
- Data Classification
- Ease of Use
- Data Privacy