Work-Bench says defining AI security company has yet to emerge as agent threats expand
XLK•Agent risk is becoming the focus
It flagged rapid consolidation in AI security since 2024, with major cybersecurity vendors buying early specialists across model, guardrail, and enterprise AI controls.
The report said risk is shifting from models to AI agents, citing MCP’s rapid adoption and roughly 30 MCP-related CVEs in the first 60 days of 2026.
Consolidation has accelerated across AI security
The report said there has been rapid consolidation in AI security since 2024, with major cybersecurity vendors buying early specialists across model, guardrail, and enterprise AI controls.
Leadership may depend on standardizing the product form factor
It argued category leadership will go to a company that standardizes AI security’s product form factor and vocabulary as enterprise demand clarifies.
Work-Bench says category leader in AI security has yet to emerge
Work-Bench analysis said the “defining” AI security company has likely not been founded, despite heavy early funding and acquisition activity.
The note compared AI security to cloud security’s long maturation, citing Wiz’s USD 32 billion sale to Google about 14 years after cloud’s emergence.
