Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

AI guardrails are sold as a solution to keep models behaving as intended - but it can be hard to figure out what you’re getting. The problem starts with the word itself. "Guardrails" means different things depending on who's selling them. Some vendors use it for simple prompt filtering, others bundle in entirely different controls and call it "guardrails" because the word sounds reassuring. Without a shared definition, buyers can't easily tell what they're actually getting.

For years, we described phishing as an email problem: an attacker writes a convincing message, sends it to thousands of people and waits for someone to click. That model is now outdated. Microsoft’s disruption of YAM Store, CoGUI and Iron Man exposed something much larger: a cloud-based impersonation industry.

AI tools can scan an entire application in minutes. They flag known vulnerabilities, map attack surfaces, and generate reports that look thorough. So, it’s fair to ask whether human penetration testers are still necessary. They are.

In May, Acronis introduced its vision for the future of IT. In July, we showed the progress. At the recent Acronis Accelerate: Time to Act event, we showed why now is the moment to start putting that future to work. Consider what is happening around us. Business AI adoption reached 47%. Codex surpassed five million weekly active users. Bots now generate roughly 57% of web requests. Gartner forecasts $2.7 trillion in worldwide AI spending this year.

Earning the CMMC certification is the most important step between many businesses and the wealth of lucrative DoD contracts available across a wide range of industries. If you want your business to take that next step, it can be an excellent idea, but it's not a switch you can flip and have operational right away. These things take time, and time is money. The contracts you want could be gone by the time you're done. Your budget for implementation could run out before the work is finished.