Case study

How CISO AI uses AI to brief Australian business on cyber threats

CISO AI turns the day's cyber security news into short, plain-language briefings and video briefs for Australian business. AI reads trusted sources around the clock and writes each briefing. A person writes the analysis.

Built and run by Cintelis Pty Limited, Brisbane · ABN 51 638 482 970 · cintelis.ai

Isometric diagram: news feeds, YouTube, X and Hacker News with Y Combinator on the left feed a platform where Claude writes each briefing. The briefings go out as pages on the site, the weekly email, the API and video briefs. A person writes the analysis that opens the email.
News feeds, YouTube, X and Hacker News with Y Combinator in; Claude in the middle; pages, email, API and video briefs out. A person writes the analysis.
2,400+briefings published, each on its own page
28outlets read, including ACSC, CISA and the ABC
3 hoursbetween checks, every day of the year
Feb 2026in service since, run in production

The problem

Australian businesses face a steady stream of cyber threats. The news about them is scattered across dozens of outlets, written for specialists and often about overseas organisations. Most business owners and managers do not have time to read it all, or a security team to tell them what matters.

They need to know three things: what happened, who it affects, and what to do about it.

What we built

CISO AI is a news service that uses AI to do the reading and the first draft, so a busy reader gets the point in under a minute.

  1. It reads trusted sources. Every three hours it checks 28 outlets, from the Australian Cyber Security Centre and CISA to Krebs on Security, Dark Reading, iTnews and the ABC. It drops promotional items and anything it has already seen.
  2. It looks beyond the news. It picks video briefings from security channels on YouTube. It watches X for announcements from agencies such as the FBI, CISA and the Australian Signals Directorate. It follows the startups launching on Hacker News and in Y Combinator's newest batches.
  3. AI writes the briefing. Claude, Anthropic's AI model, rewrites each new story in plain language. It writes a short summary, a key takeaway for Australian businesses and a set of topic tags.
  4. It checks what matters. Government advisories are kept only when they are significant. Ransomware claims against Australian businesses are reported as claims, not facts, and listings that are not Australian are dropped.
  5. It confirms before it trusts. Grok, xAI's model, searches X for agency posts. Every post it finds is confirmed with X itself before it is used, then attached to the matching briefing as the original source. A post no outlet has covered goes to a person to decide.
  6. It publishes four ways. Every briefing gets its own page on the site. A weekly email goes out every Monday with up to ten stories, merged when many outlets cover the same event. Businesses can take the briefings through an API. The stories that matter most become short video briefs, the CISO AI Brief, on YouTube and X. Each one is voiced by ElevenLabs in Nick Stein's own cloned voice and assembled with HyperFrames, which turns web pages into video. New startups appear in the apps directory.

Where AI is used, and where a person is

AI does

  • Reading every new story from every source
  • Writing the summary, the key takeaway and the tags
  • Judging whether a story or advisory matters enough to publish
  • Reporting ransomware gangs' claims against Australian businesses
  • Searching X for agency announcements
  • Drafting LinkedIn posts from the day's briefings
  • Voicing the video briefs

A person does

  • Choosing which sources are trusted
  • Writing the analysis that opens the weekly email
  • Approving every outside contributor's article before it goes live
  • Deciding whether an agency post no outlet has covered becomes a story
  • Setting the rules the AI writes to

How we keep it trustworthy

Results

CISO AI has run in production since February 2026. It has published more than 2,400 briefings, each on its own page with its own share card. In mid-October 2026 the site served 250 to 400 page views a day (Cloudflare Web Analytics). Readers get a weekly email, businesses can connect through the API and webhooks, and the CISO AI Brief brings the biggest stories to YouTube and X as short videos.

Reading 28 outlets every three hours, every day, is not a job a person could keep up by hand. The AI does the reading and the first draft, and a person spends their time on the analysis instead.

What's next

Technology

Claude Sonnet 5.5 from Anthropic writes the briefings, reached through Cloudflare AI Gateway. Grok from xAI searches X. ElevenLabs voices the video briefs and HyperFrames assembles them. Sources come in through news feeds, the YouTube Data API, X, the Hacker News API and Y Combinator's public company directory. The service runs on Cloudflare Workers and Pages, with Cloudflare storage for briefings and articles.

About Cintelis. Cintelis Pty Limited is a Brisbane company that builds AI products for Australian organisations. It also builds Sigilant, identity and governance for AI agents.

Want AI working like this in your business? Get in touch, or get the free weekly briefing.

Figures as at 18 October 2026.