When exploring new AI-enabled security tools, do you give preference to products from your existing vendors over AI startups?
Yes 60%
It depends on the use case 33%
No7%
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Budget allocation15%
Potential process improvements64%
Onboarding & training bandwidth10%
Security & compliance7%
Reviewing prior purchase overlap2%
We are in the process of implementing a chatbot for our local government site with intentions to deploy for internal use only for testing. We are having problems quantifying is the cost around token consumption. I know that cost varies depending on the model used, but does anyone have any useful estimators. Consumption calculators I have found don't seem particularly useful. What methods for estimating cost did you use? Did you use number of searches against the site?
What’s the biggest hype vs. reality gap in AI pentesting today?
Coverage—AI claims full scan, but misses deep flaws46%
Speed—AI is fast but error-prone64%
Creativity—AI scripts can’t improvise14%
Integration—vendor tools don’t plug into DevSecOps24%

Security is infrastructure and part of an ecosystem. A startup might be considered only if it is brought in by a corporate partner.