Brand Leaders / 2027 AI Cyber Risk Management / Cyber Risk Quantification Platforms (CRQ)
Cyber Risk Quantification Platforms (CRQ): 2027 Brand Leaders
Platforms that estimate cyber incident likelihood and financial impact to support security investment, insurance, and risk acceptance decisions.
SAFE was voted both Market Leader (37.3%) and Innovation Leader (29.1%), with Axio second in market voting and Kovrr second in innovation voting. The same vendor leading both pillars signals alignment between brand trust and perceived technical advancement.
SAFE won by nearly 16 points, the widest market margin in the survey. Its lead reflects a focused bet on expressing cyber risk in financial terms, strengthened by its acquisition of RiskLens. Boards and CISOs want risk stated in dollars, and SAFE has become closely tied to that conversation.
SAFE also led innovation, while Kovrr climbed from fifth on market to second. Voters appear to credit SAFE's AI-driven approach, which combines internal telemetry, external signals and threat data to model loss scenarios continuously rather than in periodic workshops.
Vote shares from verified AI professionals in the 2027 AI Cyber Risk Management Brand Leader Survey, released November 4, 2026.
More 2027 cyber risk management results
Next vote in this category: Q4 2027, for the 2028 Brand Leaders.
A 2027 Brand Leader? License the award for your website, collateral and press.
AI Brand Leader Research
Since 2008, we’ve conducted the only IT brand leader research voted by IT Pros. Now, we’re the only IT analysts measuring customer perceptions of AI product brands.
Register to Vote
And you’ll receive a ballot for every future survey. Business email required.