Summary

Deep-dive competitive analysis of five companies in the AI safety red teaming space. No competitor offers adversarial red teaming specifically for VLA models in embodied AI systems. The differentiation window is estimated at 12-18 months. Five of seven funded AI red teaming startups were acquired by cybersecurity incumbents in 2024-2025.