Dream AI Cyber Factory vs Protect AI Layer: Side-by-Side Comparison (2026)

Dream AI Cyber Factory: National-scale AI cybersecurity platform for infrastructure protection. built by Dream Security. Core capabilities include Autonomous continuous monitoring and real-time response to cyber threats, Network scanning and asset mapping via Discovery App, Cyber Language Model (CLM) for asset classification by role, exposure, and impact..

Protect AI Layer: Runtime security platform for AI apps with threat detection and monitoring. built by Protect AI. Core capabilities include Automatic AI application discovery using eBPF monitoring, 27 turnkey security policies based on 15 security scanners, End-to-end monitoring of AI interactions including tool calls and function calls..

Both serve the AI Threat Detection market but differ in approach, feature depth, and target audience.

Dream AI Cyber Factory differentiates with Autonomous continuous monitoring and real-time response to cyber threats, Network scanning and asset mapping via Discovery App, Cyber Language Model (CLM) for asset classification by role, exposure, and impact. Protect AI Layer differentiates with Automatic AI application discovery using eBPF monitoring, 27 turnkey security policies based on 15 security scanners, End-to-end monitoring of AI interactions including tool calls and function calls.

Dream AI Cyber Factory is developed by Dream Security. Protect AI Layer is developed by Protect AI. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

Dream AI Cyber Factory integrates with NVIDIA NIM, NVIDIA NeMo, NVIDIA Enterprise AI Factory, LLaMA 3.3, LLaMA 4 and 1 more. Protect AI Layer integrates with DataDog, Splunk, Elastic, PagerDuty. Check integration compatibility with your existing security stack before deciding.

Dream AI Cyber Factory and Protect AI Layer serve similar AI Threat Detection use cases: both are AI Threat Detection tools. Review the feature comparison above to determine which fits your requirements.