Business Insights

When I wake up in the morning, as a Senior Software Engineer at Intigriti, the first thing I do is make coffee. The second thing I do is pick up exactly where I left off the day before, usually mid-conversation with an AI. That probably sounds a bit strange. And, depending on who you're asking, mayb

Ryan Bonner, also known as Roll4CombatUS, is a respected Bug Bounty hunter, consultant, speaker, and Intigriti Hacker Ambassador based in the United States. In today’s interview, we discuss his journey into bug hunting, his recommended tools and techniques, and share advice for hunters just getting

Stands for Common Vulnerability Scoring System. Owned by a US-based non-profit organization, the Forum of Incident Response and Security Teams (FIRST). The purpose is to help response teams quickly and easily calculate the severity of cybersecurity vulnerabilities based on metrics. Latest version: (

RAG systems expand the application’s trust boundary by adding external, mutable content to the model context. If a threat actor can influence what gets indexed and retrieved, they can influence what the model says or does. In simple QA systems, that may mean misinformation or unsafe recommendations.

The lethal trifecta matters more now than ever because AI tools can read your data, absorb instructions, and act on your behalf. That means a poisoned email, webpage, or document could trick your AI into leaking information or taking actions you never approved. The more AI becomes your assistant, th

Why faster discovery and higher volume can still leave teams blind between vulnerability reports. Why scanners and inventories are necessary, but not enough to explain attacker focus and intent. What “between-reports visibility” actually means (without the product pitch). What we believe security te

Over the last few weeks, we’ve explored what AI is changing in security: discovery is faster (Vulnpocalypse now?), volume is higher (Common AI misconceptions debugged!), and the human layer triage (The AI Impact), judgment, and prioritization has become more important, not less (CEO Insights). But t

Cristian Zot, known by most in the industry as CristiVlad25, is an active security researcher, experienced pentester, and an Intigriti Hacker Ambassador. He is a prominent figure in the ethical hacking community and frequently collaborates with Intigriti through platform meetups, podcast appearances

The intersection of AI and cybersecurity is reshaping how we find, fix, and think about vulnerabilities. Yet for all the headlines, few conversations cut through the noise to ask what AI means for those on the ground: the hunters, the security engineers, and the organizations trying to secure their

Based in the Netherlands, Stefan Goossens, otherwise known as G0053, is both an independent security researcher and a partner for a marketing and web development company. As someone who loves nothing more than building and breaking web applications, Stefan is perfectly placed at the intersection of

As part of our recent AI series, I’ve been sharing my insights on the key topics, questions, and debates currently shaping the industry. I have covered my opinions regarding holding the human layer sacred in the AI era, where I explored what I deem is the beating heart of the Bug Bounty industry, AI

As part of our AI series, I recently released a blog on the topic of keeping the human layer sacred in the AI era. There, I shared my thoughts on where human intelligence fits, the decisions I believe companies will face in the next 3 to 5 years, and explored what I deem to be the beating heart of t

With the deadline passing for NIS2 compliance, many companies have shifted focus from becoming prepared to proving compliance. This post outlines the top 10 tasks for doing so and provides insights on how crowdsourced security platforms can assist in designing programs relevant to their circumstance

As founder and CEO of Intigriti, I've spent a long time around hackers, and one thing is clear. The best ones don't fear AI. They use it. What they do fear, however, and what I take seriously as a founder, is a world where platforms quietly replace them under the banner of efficiency. Where their wo

As part of our recent AI blog series, and in addition to content on ‘How AI is leveraged to enhance the Intigriti platform’, we have provided multiple insights from the Intigriti team on the development and future of AI, how it impacts programs, and the Bug Bounty community. So far, we have explored

How vulnerability research and security testing may evolve in the future, based on expert insights and reflections from Intigriti COO Ed Parsons. How AI is reshaping vulnerability discovery, including the major trends and developments security teams should understand today. The ‘vulnpocalypse’, and

How AI is boosting researcher productivity How new researchers are approaching bug bounties Why the quality of submissions is not declining How effective triage and coordination are crucial AI and the growing ecosystem of tools built around it have now moved beyond early experimentation and into eve

How AI is changing bug bounty Where AI helps security teams Why human hackers matter What the future of bug bounty looks like AI and all the tools built around related technologies have been working their way into the Bug Bounty community for a little over a year now and by around March 2025 we star

How vulnerability disclosure applies specifically to AI safeguards and systems. The pros and cons of making AI disclosure programs more open/restricted. The kinds of incentives that motivate researchers. Which disclosure program structures can help organizations improve their AI security. In a recen

Ethical hacking, often via Bug Bounty Programs or VDPs, operates within defined frameworks. These include a community Code of Conduct (CoC), setting program Rules of Engagement (RoE), and clarifying platform Terms of Service (ToS). Companies that invest in proactive security need to understand what