Annual Review and AI assessment published[1]
The NCSC published its Annual Review 2026 and an assessment of AI and cyber intrusion to 2028, alongside a speech by its chief executive.
NCSC warning, November 2026
Britain's national cyber agency expects criminals to use AI-built malware in a ransomware strike on essential services before 2028. No brand-new attack technique has been observed yet, so resilience begins with repairing known weak points.
Last reviewed against NCSC, SecurityWeek and The Register. Sources
At a glance
The latest
Newest first. Each entry links to its source.

The NCSC published its Annual Review 2026 and an assessment of AI and cyber intrusion to 2028, alongside a speech by its chief executive.
Reporting set out the review's incident counts, the four access routes behind most incidents and the funding announcements.
Infosecurity Magazine reported £60m for the first phase of a national Cyber Shield and £70m for a National Exposure and Real-Time Vulnerability Centre, among other measures.
The warning
The government's cyber authority, the NCSC, released its Annual Review 2026 on 3 November, with a standalone assessment titled "Artificial intelligence and cyber intrusion" [1]. One of the assessment's headline judgements concerns ransomware: the agency rates as highly likely that malware powered by AI will be used against UK critical national infrastructure before 2028 [2].
Read that as a forecast and not a report of something that has occurred. Incident responders at the agency have watched attackers pick up AI tools, yet nothing they observed amounted to a new category of attack [7]. The difference is pace. Weaknesses that organisations have tolerated for years can now be located and abused much quicker [1].
A phrase worth repeating to your board
The NCSC chief executive said the country has been doing "tech on the cheap" for decades, according to The Register [5].
Your position
Critical infrastructure is where the forecast points. The practical advice is broader: leaders everywhere are asked to treat security and resilience as a basic requirement, sized to the organisation's scale, complexity and risk [1]. Read who this applies to to place yourself, then follow the preparation steps.
The numbers
Across the review year the agency dealt with 80 nationally significant incidents, drawn from 337 that needed support from its Incident Management Team [7]. For large organisations, 88% of incidents began with one of four routes: exposed applications, phishing, genuine logins or remote access services [7]. None of those doors is new, and each can be narrowed this quarter.
Where next
Key points
What to do
1
IT and security teams
2
IT teams and identity owners
3
IT leads and the board
4
Directors and compliance leads
There are six steps in all, with who does each one. See every step
Quick answers
The NCSC puts it as highly likely at some point before 2028[2]. That is a forecast and not a confirmed incident, and the agency describes its scenarios as plausible medium-term possibilities rather than predictions[2].
Not so far, according to the NCSC's responders, who saw attackers using AI tools without any of it enabling a new class of attack[7]. Its chief executive said the same thing differently: long-tolerated flaws can now be exploited at much larger scale[4].
About this site
The CyPro Consulting Ltd team maintains this site. Every version, date and figure comes from 5 named sources, including NCSC, SecurityWeek, The Register, and links to the one it came from. Last checked 4 November 2026.
Who we are and how pages are kept currentStart here
The forecast targets UK critical national infrastructure, but the NCSC's advice reaches every organisation. How to tell where you sit.
Read the guide
The dates behind the NCSC's AI ransomware warning: the patch wave blog, the 3 November 2026 review and the 2028 horizon, each sourced.
Read the guide
Practical, ordered steps for UK organisations after the NCSC's AI warning: exposure, access, backups, Cyber Essentials, legacy kit and AI use.
Read the guide
Short, sourced answers on the NCSC's AI ransomware warning: what it means, who is exposed, and what a UK organisation should do first.
Read the guide
In depth Patch wave
In depth Legacy systems
In depth Access routes
In depth Staff AI use
In depth Cyber Essentials
Question Is AI-powered ransomware already hitting UK organisations?
Question What does the NCSC mean by 'highly likely'?
Question Does the NCSC's AI warning affect a small business? How CyPro can help
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