Prophet AI Blog

Discover the Prophet AI Blog, your go-to source for the latest security insights and news, helping you stay ahead in threat detection and investigation.

Top MDR Providers of 2026: What to Evaluate and Where the Category Falls Short

A comparison of the top MDR providers in 2026, grounded in market share, peer reviews, and analyst recognition. Covers what each provider investigates, what tends to get escalated, and the structural limits of the MDR category itself.

April 23, 2026
Ajmal Kohgadai

Mean Time to Detect (MTTD): Definition, Formula, and Why the Metric Fails in Practice

Traditional MTTD metrics often misrepresent actual SOC effectiveness. MTTD should measure meaningful detection which is the moment when a threat is actively recognized.

April 23, 2026
Ajmal Kohgadai

Discover Prophet AI for Security Operations

See for yourself how AI can transform the way security teams operate

SOC-as-a-Service in 2026: What It Is, What It Costs, and Whether AI Changes the Math

Learn about SOC as a Service, whether it they are still relevant in the age of AI, and how agentic AI and service as software reshape security operations.

April 9, 2026
Ajmal Kohgadai

SOC Tiers Explained: What Tier 1, 2, and 3 Analysts Do (and How AI Is Changing Each Role)

What SOC Tier 1, 2, and 3 analysts actually do, how AI is changing each role, and whether the traditional tiered SOC model still makes sense.

April 8, 2026
Ajmal Kohgadai

99 False Positives and 1 Stolen Session: Why SOCs Need Investigation Depth, Not More Detection

Suspicious login alerts are the noisiest signal in your SOC. They're also the only place session hijacking is visible. Here's what most teams miss.

April 2, 2026
Eric Jarlsberg

From MDR to AI SOC: What the Transition Actually Looks Like

Ready to replace your MDR? Discover why security teams are adopting Agentic AI SOCs for deeper investigations. Get the step-by-step migration guide here.

April 1, 2026
Augusto Barros

Supply Chain Alert: Malicious Axios Versions Published to npm

Supply chain alert: A compromised Axios maintainer account published malicious npm packages. Find IOCs, downgrade instructions, and threat hunting guidance.

March 31, 2026
Jon Hencinski