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CTEM One Vendor Breach, Five Victims: Why Exposure Management and TPRM Are Now the Same Problem Here’s the number from this year I can’t stop thinking about: every vendor breach in 2025 hit an average of 5.28 downstream organizations. That’s the highest figure on… Jacqueline Lebo Safe Security Oct 27, 2026 5 min read
CTEM Shift Three : The AI Security Workflow That Matters Ends With Verification Part 4 of a four-part series on what the defender’s window requires at enterprise scale. Once exposures are understood and prioritized, the final shift is execution: using AI… Rahul Tyagi Safe Security Sep 16, 2026 7 min read
CTEM Shift Two: Centralizing Exposure Data Is Not the Same as Understanding It Part 3 of a four-part series on what the defender’s window requires at enterprise scale. Risk-based prioritization only works when the underlying exposure data can be reconciled, contextualized,… Rahul Tyagi Safe Security Sep 12, 2026 6 min read
CTEM Shift One: Why CTEM Has to Prioritize Business Risk, Not Severity Part 2 of a four-part series on what the defender’s window requires at enterprise scale. In the first article in this series, we argued that the defender’s window… Rahul Tyagi Safe Security Sep 7, 2026 6 min read
CTEM From Exposure Backlogs to Verified Remediation Series: Understanding CTEM and Why It Matters | Part 3 of 3: Validation and Mobilization By: Ramesh Ramachandran Until now we explored why 25 years of vulnerability management hasn’t… SAFE Safe Security Sep 1, 2026 5 min read
CTEM How CTEM Turns Vulnerability Data Into Risk Reduction Series: Understanding CTEM and Why It Matters | Part 2 of 3: Scoping, Discovery, and Prioritization By: Ramesh Ramachandran In the first blog of this series, we talked about… SAFE Safe Security Sep 1, 2026 9 min read
CTEM The Defender’s Window Is Open. Here Is What Enterprise Security Has to Change. Part 1 of a four-part series on what the defender’s window requires at enterprise scale. This week, OpenAI and more than 100 organizations, including Google, Microsoft, CrowdStrike, and… Rahul Tyagi Safe Security Aug 30, 2026 6 min read
CTEM AI Took 17,600 Autonomous Actions to Break In. How Many Is Your Defense Taking Today? By: Saket Modi, Co-Founder and CEO of SAFE   “AI models are becoming extraordinary zero-day discovery engines.” – JFrog’s CTO Last month, Hugging Face disclosed a security incident… SAFE Safe Security Aug 19, 2026 6 min read
CTEM We’ve Been Managing Vulnerabilities Wrong for 25 Years. Here’s What Changed. Series: Understanding CTEM and Why It Matters | Part 1 of 3 By: Ramesh Ramachandran Ask any security leader how their team spends most of its time, and… SAFE Safe Security Jul 2, 2026 10 min read
CTEM AI Is Flooding Security Teams With Data, And Exposing a Bigger Failure The problem was never discovery. It has always been prioritization. By Jagdish Upadhyay The release of AI systems like Anthropic Mythos is a clear signal of where cybersecurity… SAFE Safe Security Apr 22, 2026 5 min read
CTEM A Blueprint for Cyber Resilience in Global Manufacturing SAFE partnered with an industrial giant to meet the challenge of too much data, not enough clarity. By Meghan Maneval In the world of global manufacturing, downtime isn’t… SAFE Safe Security Apr 16, 2026 4 min read
CTEM CTEM: Coming of Age in the Age of AI Solving the “unsolvable” – it’s been a journey. Author Chris Griffith is VP-Product for SAFE and a veteran of CTEM development.  The $10 Million Blind Spot Picture this:… SAFE Safe Security Mar 17, 2026 5 min read