# ITSPmagazine > ITSPmagazine is a technology and cybersecurity media company and podcast network, founded by Sean Martin and Marco Ciappelli, covering the intersection of technology, cybersecurity and society: podcasts, on-location event coverage, brand stories and a blog. ## Sections - [Home](https://www.itspmagazine.com/) - [Podcasts](https://www.itspmagazine.com/podcasts-at-the-intersection-of-technology-cybersecurity-and-society) - [Event coverage](https://www.itspmagazine.com/technology-and-cybersecurity-conference-coverage) - [Blog](https://www.itspmagazine.com/blog) - [About](https://www.itspmagazine.com/about-us) - [Advertise](https://www.itspmagazine.com/advertise) - [Contact](https://www.itspmagazine.com/contact-us) Written by Sean Martin and Marco Ciappelli. ## The blog - [All posts](https://www.itspmagazine.com/blog): every post, newest first, searchable and filterable by topic, person, brand, event and show - [RSS feed](https://www.itspmagazine.com/d/itspmagazine/rss.xml): the latest posts - [Every post in full, as JSON](https://www.itspmagazine.com/d/itspmagazine/posts.json): titles, dates, bodies and full transcripts of the episodes, paged - [Sitemap](https://www.itspmagazine.com/d/itspmagazine/sitemap.xml): every post's address, with its last change ## Latest posts - [Using AI to Cut GRC Busywork Without Cutting Out the Human | A Redefining CyberSecurity Podcast Conversation with Princess Okoro, Manager, Security Governance, Risk and Compliance of Trainline](https://www.itspmagazine.com/blog?p=using-ai-to-cut-grc-busywork-without-cutting-out-the-human-a-redefining-cybersec): Princess Okoro, Manager, Security Governance, Risk and Compliance at Trainline, makes the case that adding AI to a broken process only makes the process worse. She shows how her team uses a ChatGPT policy review agent as a first pass with a - [From Attacker's Weapon to Everyday Baseline: How AI Took Over the Archive](https://www.itspmagazine.com/blog?p=from-attackers-weapon-to-everyday-baseline-how-ai-took-over-the-archive): AI went from 2% of archive posts in 2022 to 32% in 2025, but the shift is toward governing and living with it, not offense overtaking defense. - [Nobody Says Good Morning to a Shovel. Should You Say It to Your AI? | A Random and Unscripted Conversation with Sean Martin and Marco Ciappelli](https://www.itspmagazine.com/blog?p=nobody-says-good-morning-to-a-shovel-should-you-say-it-to-your-ai-a-random-and-u): A TechCrunch report says Anthropic's usage policy now includes a new prohibition against prolonged verbal abuse of its AI model, and Sean Martin and Marco Ciappelli ask what that means for the way people talk to the tools they use every day - [The Regulators Already Assume You Have an AI Inventory. Can You Prove It?](https://www.itspmagazine.com/blog?p=the-regulators-already-assume-you-have-an-ai-inventory-can-you-prove-it): A look at the governance gap between compliance reports and ground truth, why SAST and SCA miss the AI supply chain, and what deterministic discovery of models, MCP servers, and agents actually requires. - [Deadly Bytes: A Book About a Serial Killer, His AI, and a Reflection on Giving Away Our Judgment | A Conversation With Author Douglas J. Wood](https://www.itspmagazine.com/blog?p=deadly-bytes-a-book-about-a-serial-killer-his-ai-and-a-reflection-on-giving-away): A few months ago I talked with thriller writer Douglas J. Wood about his novel Deadly Bytes. A serial killer builds an AI to stay one step ahead of the FBI, and by the end he can't make a move without it. Wood described that slide in a way - [The ESET PROTECT Launch Brings 24/7 Monitoring, AI Security, and a Cyber Warranty to Small and Midsize Businesses](https://www.itspmagazine.com/blog?p=the-eset-protect-launch-brings-24-7-monitoring-ai-security-and-a-cyber-warranty-to-small-and-midsize-businesses): ESET launched ESET PROTECT on September 30, 2026. Ryan Grant, Country Manager & GM, North America at ESET, describes the three packages, the 10-seat starting point, the cyber warranty, and how to approach AI tools and agents. - [The ESET PROTECT Launch Brings 24/7 Monitoring, AI Security, and a Cyber Warranty to Small and Midsize Businesses | A Brand Story Conversation with Ryan Grant, Country Manager & GM, North America at ESET | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=the-eset-protect-launch-brings-24-7-monitoring-ai-security-and-a-cyber-warranty-): ESET PROTECT combines AI security, 24/7 monitoring, and a cyber warranty in three packages, and Ryan Grant says ESET took it down to 10 seats. Ryan Grant also covers treating an AI tool like an employee, the GuardBreaker decoy prompt, and t - [Taking Technology for What It Is, and Let's Stop Humanizing AI](https://www.itspmagazine.com/blog?p=taking-technology-for-what-it-is-and-let-s-stop-humanizing-ai): I recorded this one walking uphill through a Tokyo alley. It was night, the alley was narrow, and the street was going uphill. Just me and a small camera. It points where I point it. It records what's in front of it. It focuses, it adjusts - [Giving a Damn: Joe Raiola on 46 Years of John Lennon, MAD Magazine, and Music That Heals | A Music Evolves Conversation with Joe Raiola, President and Artistic Director of Theatre Within](https://www.itspmagazine.com/blog?p=giving-a-damn-joe-raiola-on-46-years-of-john-lennon-mad-magazine-and-music-that-): Joe Raiola has spent 46 years turning a grief-stricken gathering after John Lennon's death into a benefit concert that funds free creative-arts programs for public school kids and cancer patients. - [Do New Technologies Have to Kill the Old Ones? | Recorded at Tokyo Tower, Tokyo, Japan](https://www.itspmagazine.com/blog?p=do-new-technologies-have-to-kill-the-old-ones-recorded-at-tokyo-tower-tokyo-japa): I've interviewed more people than I can count. This week I tried something new. No guest. No co-host. Just me, a small camera, and 333 meters of orange and white steel behind me. - [Who Decides You Are a Real Musician | A Music Evolves Conversation with Josh Gilliland, Founder of JG BeatsLab](https://www.itspmagazine.com/blog?p=who-decides-you-are-a-real-musician-a-music-evolves-conversation-with-josh-gilli): Spotify now weighs touring, merchandise, and social presence when deciding who counts as an artist, and Josh Gilliland fails all three while playing every instrument on his own records himself. - [When Everyone Can Build Their Own Tools, What Holds Security Together? | A Redefining CyberSecurity Podcast Conversation with John Linford, Security Portfolio Director of The Open Group](https://www.itspmagazine.com/blog?p=when-everyone-can-build-their-own-tools-what-holds-security-together-a-redefinin): Organizations are tearing apart their workflows and rebuilding them with AI-assisted tooling, which means the shelf life of a security architecture is now measured in months rather than years. - [Executives Can Check a Country's Risk and a Caller's Identity From the Same BlackCloak App | A Brand Spotlight Recorded On Location at Black Hat USA 2026 with Matt Covington, Senior Vice President of Product at BlackCloak | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=executives-can-check-a-countrys-risk-and-a-callers-identity-from-the-same-blackcloak-app-a-brand-spotlight-recorded-on-location-at-black-hat-usa-2026-with-matt-covington-senior-vic): A travel advisory page turns a destination country into a risk picture across physical, cyber, geopolitical, and social conditions, with embassy contacts and live incident reports available in the app. Impersonation protection lets a member - [Executives Can Now Invite Their Lawyer, Banker, and Dog Walker Into a Verified Circle of Trust | A Brand Spotlight Recorded On Location at Black Hat USA 2026 with Matt Covington and Tracey Moon of BlackCloak | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=executives-can-now-invite-their-lawyer-banker-and-dog-walker-into-a-verified-circle-of-trust-a-brand-spotlight-recorded-on-location-at-black-hat-usa-2026-with-matt-covington-and-tr): BlackCloak members can now invite anyone they rely on into a verified circle of trust inside Impersonation Protection, from the private banker to the person who walks the dogs. This Brand Spotlight includes a live walkthrough of a verificat - [Marketing Volume Held Steady. Scrutiny Went Up. | Lens Four by Sean Martin | Read by TAPE9](https://www.itspmagazine.com/blog?p=marketing-volume-held-steady-scrutiny-went-up-lens-four-by-sean-martin-read-by-tape9): Black Hat USA 2026 was not the year AI arrived, it was the year the industry stopped asking whether to adopt AI and started grinding through the four questions that come after it. Who is accountable, what is the evidence, where is the data - [A Secure and Compliant Business Is the Destination. Steel Patriot Partners Maps Five Routes to It. | A Brand Spotlight Recorded On Location at Black Hat USA 2026 with Michael Parisi, Chief Growth Officer at Steel Patriot Partners | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=a-secure-and-compliant-business-is-the-destination-steel-patriot-partners-maps-five-routes-to-it-a-brand-spotlight-recorded-on-location-at-black-hat-usa-2026-with-michael-parisi-ch): The destination is a business that can enter a market, keep a demanding customer, and work with other businesses on terms it can live with. Michael Parisi maps the five positions a company tends to stand in on the way there, and the three q - [Executives Get Reached Through the People Around Them, and BlackCloak Protects That Whole Circle | A Black Hat USA 2026 Recap with Dr. Chris Pierson, Founder and CEO at BlackCloak | Hosted by Sean Martin and Marco Ciappelli](https://www.itspmagazine.com/blog?p=executives-get-reached-through-the-people-around-them-and-blackcloak-protects-that-whole-circle-a-black-hat-usa-2026-recap-with-dr-chris-pierson-founder-and-ceo-at-blackcloak-hoste): Chris Pierson unpacks what security teams actually pressed him on at Black Hat USA 2026, from how the AI works to why they want a relationship instead of a plug-in product. He also lays out why BlackCloak builds protection around the execut - [Six Hours, Five Strangers, and a Song the Machine Could Not Write | A Music Evolves Conversation with Gregoire Gensollen, Producer and Chief Operating Officer of Tucker Tooley Entertainment](https://www.itspmagazine.com/blog?p=six-hours-five-strangers-and-a-song-the-machine-could-not-write-a-music-evolves-conversation-with-gregoire-gensollen-producer-and-chief-operating-officer-of-tucker-tooley-entertain): A Hollywood producer puts five musicians who have never met in a room with a six-hour clock, then hands a generative AI tool to his host and gives him thirty minutes. What comes out of that comparison says more about creative labor than it - [Attackers Relay Codes and Approvals. TokenCore Requires a Live Fingerprint Within Three Feet | A Brand Briefing at Black Hat USA 2026 with Kevin Surace, Chief Executive Officer at TokenCore | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=attackers-relay-codes-and-approvals-tokencore-requires-a-live-fingerprint-within-three-feet-a-brand-briefing-at-black-hat-usa-2026-with-kevin-surace-chief-executive-officer-at-toke): A relay kit rented for $200 a month, a phishing PDF with no links, and one approved auth prompt is all it takes to hand a session to an attacker. This Brand Briefing from Black Hat USA 2026 gets into what identity looks like when access dep - [Two Inc. Awards in One Year Tell BlackCloak's Cloakers and Clients the Same Thing | A Brand Highlight Recorded On Location at Black Hat USA 2026 with Chris Pierson, Founder and CEO at BlackCloak | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=two-inc-awards-in-one-year-tell-blackcloaks-cloakers-and-clients-the-same-thing-a-brand-highlight-recorded-on-location-at-black-hat-usa-2026-with-chris-pierson-founder-and-ceo-at-b): BlackCloak picked up two Inc. recognitions in 2026, a Best Workplaces listing in June and a second consecutive Inc. 5000 ranking in August. Chris Pierson explains what each one confirms about the product, the market, and the people building - [An imperfect drink with a perfect story. My reflections from Black Hat USA 2026 | An Analog Brain In A Digital Age — An Audio Newsletter by Marco Ciappelli](https://www.itspmagazine.com/blog?p=an-imperfect-drink-with-a-perfect-story-my-reflections-from-black-hat-usa-2026-an-analog-brain-in-a-digital-age-an-audio-newsletter-by-marco-ciappelli): On day two we decided to go record our recap at the Black Hat bar. We got there too late to get a drink. The expo floor was closing, and the bartender must have had better things to do. Or another bar to tend, somewhere in a city that has m - [Business Owners First, Engineers Second, Compliance People Third | A Brand Spotlight Conversation with Jason Ford and Michael Parisi of Steel Patriot Partners | Hosted by Marco Ciappelli](https://www.itspmagazine.com/blog?p=business-owners-first-engineers-second-compliance-people-third-a-brand-spotlight-conversation-with-jason-ford-and-michael-parisi-of-steel-patriot-partners-hosted-by-marco-ciappelli): Steel Patriot Partners opens a client conversation with the business, then the engineering, then the compliance, and the order is not accidental. Jason Ford and Michael Parisi trace where that sequence came from, what it changes about the a - [Sovereign AI Becomes an Operational Requirement, and Crogl Built for It From the Start | A Recap at Black Hat USA 2026 with Monzy Merza, Co-Founder and CEO at Crogl | Hosted by Marco Ciappelli](https://www.itspmagazine.com/blog?p=sovereign-ai-becomes-an-operational-requirement-and-crogl-built-for-it-from-the-start-a-recap-at-black-hat-usa-2026-with-monzy-merza-co-founder-and-ceo-at-crogl-hosted-by-marco-cia): A free download, a hackathon running a few feet away, and a security community that has stopped asking whether AI belongs in the SOC and started asking who governs it. Monzy Merza explains why sovereignty, model choice, and consistency arri - [The Capability Is Already in Your Stack. The Question Is Who You Ask. | A Recap at Black Hat USA 2026 with Michael Parisi, Chief Growth Officer at Steel Patriot Partners | Hosted by Marco Ciappelli](https://www.itspmagazine.com/blog?p=the-capability-is-already-in-your-stack-the-question-is-who-you-ask-a-recap-at-black-hat-usa-2026-with-michael-parisi-chief-growth-officer-at-steel-patriot-partners-hosted-by-marco): The AI marketing noise quieted down at Black Hat USA 2026, and what surfaced underneath it was a concern most security teams already have the tools to address. A short on-location recap on non-human identities, configuration, and why securi - [Proof Is the Currency on the Black Hat Floor | A Recap at Black Hat USA 2026 with Lisa Liu, Corporate Marketing and Communications Manager at Stellar Cyber | Hosted by Marco Ciappelli](https://www.itspmagazine.com/blog?p=proof-is-the-currency-on-the-black-hat-floor-a-recap-at-black-hat-usa-2026-with-lisa-liu-corporate-marketing-and-communications-manager-at-stellar-cyber-hosted-by-marco-ciappelli): A few months after RSAC Conference, the questions on the show floor have changed, and the ask is data. Lisa Liu describes an audience that has tested what it heard, come back with sharper vocabulary, and put the burden of proof on vendors. - [The AI SOC Moves Into Production, and Practitioners Want Hands on the Keyboard | A Recap at Black Hat USA 2026 with Bill Peterson, Senior Director of Product Marketing at Sumo Logic | Hosted by Marco Ciappelli](https://www.itspmagazine.com/blog?p=the-ai-soc-moves-into-production-and-practitioners-want-hands-on-the-keyboard-a-recap-at-black-hat-usa-2026-with-bill-peterson-senior-director-of-product-marketing-at-sumo-logic-ho): A week on the Black Hat USA 2026 show floor left Bill Peterson with three things he keeps coming back to, and the first is that the AI SOC has crossed from concept into production. The other two explain why practitioners are reaching for th - [SOC Teams Are Building Their Own Agents, and the Data Sets the Ceiling | A Recap at Black Hat USA 2026 with Brian Dye, Chief Executive Officer at Corelight | Hosted by Marco Ciappelli](https://www.itspmagazine.com/blog?p=soc-teams-are-building-their-own-agents-and-the-data-sets-the-ceiling-a-recap-at-black-hat-usa-2026-with-brian-dye-chief-executive-officer-at-corelight-hosted-by-marco-ciappelli): A year ago, security teams liked the idea of AI in the SOC and kept it at arm's length. Recorded on location at Black Hat USA 2026, this conversation covers what changed, and why the data going into an agentic workflow now decides how far i - [Detection at AI Speed, Prioritization by Workflow, and Autonomous Elimination | A Recap at Black Hat USA 2026 with May Mitchell, Chief Marketing Officer at Qualys | Hosted by Marco Ciappelli](https://www.itspmagazine.com/blog?p=detection-at-ai-speed-prioritization-by-workflow-and-autonomous-elimination-a-recap-at-black-hat-usa-2026-with-may-mitchell-chief-marketing-officer-at-qualys-hosted-by-marco-ciappe): Three years of customer questions produced one answer on the show floor at Black Hat USA 2026, and it runs on detection, prioritization, and elimination. May Mitchell explains what changed in the AI conversation this year, and why ROI now s - [Vulnerability, Visibility, and Velocity Shape the Security Roadmap Now | A Recap at Black Hat USA 2026 with Sean Murphy, Field CISO for North America at F5 | Hosted by Marco Ciappelli](https://www.itspmagazine.com/blog?p=vulnerability-visibility-and-velocity-shape-the-security-roadmap-now-a-recap-at-black-hat-usa-2026-with-sean-murphy-field-ciso-for-north-america-at-f5-hosted-by-marco-ciappelli): Three days of hallway conversations with CISOs at Black Hat USA 2026 left one pattern behind, and it comes down to three words that start with the same letter. Sean Murphy explains why the acceleration in security reads more like a physics - [Buyers Are Asking What the AI Actually Does | A Recap at Black Hat USA 2026 with Daniel Bardenstein, CEO and Co-Founder at Manifest Cyber | Hosted by Marco Ciappelli](https://www.itspmagazine.com/blog?p=buyers-are-asking-what-the-ai-actually-does-a-recap-at-black-hat-usa-2026-with-daniel-bardenstein-ceo-and-co-founder-at-manifest-cyber-hosted-by-marco-ciappelli): A few months after RSAC Conference, the AI pitch on the show floor sounds about the same, and the people listening to it do not. Recorded on location at Black Hat USA 2026, this conversation tracks what actually moved between the two events - [Coding Is a Fraction of the Work. Harness Secures Everything After It. | A Brand Briefing at Black Hat USA 2026 with Rahul Sood, General Manager, Application Security at Harness | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=coding-is-a-fraction-of-the-work-harness-secures-everything-after-it-a-brand-briefing-at-black-hat-usa-2026-with-rahul-sood-general-manager-application-security-at-harness-hosted-b): AI is writing more code than ever, and almost none of the new constraint sits in the writing. Recorded on site at Black Hat USA 2026, this conversation looks at what happens to security, policy, and release velocity in the 70 to 80 percent - [Network Evidence, AI Triage, and Leaving People Better Than They Arrived | A Full Sponsor Brand Briefing at Black Hat USA 2026 with James Pope, Sr Dir of Security Product Research and Technical Marketing Engineering at Corelight | Hosted by Sean and Marco](https://www.itspmagazine.com/blog?p=network-evidence-ai-triage-and-leaving-people-better-than-they-arrived-a-full-sponsor-brand-briefing-at-black-hat-usa-2026-with-james-pope-sr-dir-of-security-product-research-and-t): Black Hat builds a full enterprise network from nothing, defends it for four days, and sends some attendees home with a cleaner machine than the one they arrived with. James Pope explains how the NOC decides what counts as an attack when mo - [Adversary Behavior Outlasts the Ransomware Brand | A Brand Briefing at Black Hat USA 2026 with Michael DeBolt, President and Chief Intelligence Officer of Intel 471 | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=adversary-behavior-outlasts-the-ransomware-brand-a-brand-briefing-at-black-hat-usa-2026-with-michael-debolt-president-and-chief-intelligence-officer-of-intel-471-hosted-by-sean-mar): Ransomware groups disband and rebrand, but the people running them keep using what works. Recorded on location at Black Hat USA 2026, this conversation looks at what changes for defenders when the tracking follows the actor instead of the l - [10,000 Alerts a Day, 75% Cleared With Evidence Analysts Can Check | A Brand Briefing at Black Hat USA 2026 with Seth Summersett, Co-Founder and CEO of Embed Security | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=10-000-alerts-a-day-75-cleared-with-evidence-analysts-can-check-a-brand-briefing-at-black-hat-usa-2026-with-seth-summersett-co-founder-and-ceo-of-embed-security-hosted-by-sean-mart): One security team was working through more than 10,000 alerts a day before roughly 75% of them stopped needing a human first look. Seth Summersett explains how that number held up under a competitive bake off, and why the evidence behind ea - [AI Agents Act at Machine Speed. Menlo Security Governs What They Actually Do. | A Brand Briefing at Black Hat USA 2026 with Eric Avigdor, Vice President of Product of Menlo Security | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=ai-agents-act-at-machine-speed-menlo-security-governs-what-they-actually-do-a-brand-briefing-at-black-hat-usa-2026-with-eric-avigdor-vice-president-of-product-of-menlo-security-hos): Enterprises are handing AI agents access to email, file stores, and the open internet at the same time, and most of them have not decided who owns the guardrails. Recorded on location at Black Hat USA 2026, this conversation looks at what c - [Agents Get Zero Trust, and the Network Becomes the Sensor | A Brand Briefing at Black Hat USA 2026 with David Hughes, SVP and GM of SASE and Security for Networking at HPE | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=agents-get-zero-trust-and-the-network-becomes-the-sensor-a-brand-briefing-at-black-hat-usa-2026-with-david-hughes-svp-and-gm-of-sase-and-security-for-networking-at-hpe-hosted-by-se): Zero trust was built for people, and the fastest growing population on the enterprise network now has no pulse. David Hughes explains how HPE adapts the architecture for devices, workloads, and agents, and why the network itself is becoming - [Post-Quantum Readiness Starts With the Infrastructure You Buy Today | A Brand Briefing at Black Hat USA 2026 with Larry Lunetta, Vice President, Portfolio Technical Marketing at HPE | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=post-quantum-readiness-starts-with-the-infrastructure-you-buy-today-a-brand-briefing-at-black-hat-usa-2026-with-larry-lunetta-vice-president-portfolio-technical-marketing-at-hpe-ho): A problem first described in 1994 now sits inside a three year window, and the data being stolen today is already being saved for it. Recorded on location at Black Hat USA 2026, this conversation walks through what post-quantum readiness as - [Compliance Moves at the Speed of DevOps When Paperwork Writes Itself | A Brand Briefing at Black Hat USA 2026 with Travis Howerton, Co-Founder and CEO at RegScale | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=compliance-moves-at-the-speed-of-devops-when-paperwork-writes-itself-a-brand-briefing-at-black-hat-usa-2026-with-travis-howerton-co-founder-and-ceo-at-regscale-hosted-by-sean-marti): The first CTO of the US Nuclear Weapons Program left government convinced that the checklist approach to audits was holding the whole industry back. At Black Hat USA 2026 he explains how compliance as code turns an 18-month authority to ope - [Agents in Production Need a Named Accountable Owner | A Full Sponsor Brand Briefing at Black Hat USA 2026 with Sean Murphy, Field CISO for North America at F5 | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=agents-in-production-need-a-named-accountable-owner-a-full-sponsor-brand-briefing-at-black-hat-usa-2026-with-sean-murphy-field-ciso-for-north-america-at-f5-hosted-by-sean-martin): A security leader who spent years buying F5 technology now works inside the company, and four weeks in he is making the case that availability belongs in the security portfolio and that every agent heading into production needs a name attac - [The Last Mile of Security Operations Runs on a Local Model | A Full Sponsor Brand Briefing at Black Hat USA 2026 with Karthik Kannan, Founder and CEO at Anvilogic | Hosted by Sean Martin](https://www.itspmagazine.com/blog?p=the-last-mile-of-security-operations-runs-on-a-local-model-a-full-sponsor-brand-briefing-at-black-hat-usa-2026-with-karthik-kannan-founder-and-ceo-at-anvilogic-hosted-by-sean-marti): Seven years after setting out to build a full security operations platform, Anvilogic says the vision is complete, with agents handling data, detection, triage, investigation, and case management under human control. Karthik Kannan explains