AI Risk Quantification

Your AI cyber risk — in pounds, board-ready in five days

Most enterprises running AI cannot tell you what their exposure costs, who owns it, or whether they can defend it to a regulator. The AI-Cyber Lens gives you all three — without touching your models.

  • A single £-denominated risk figure covering shadow AI, model failures, and regulatory fine exposure — delivered in under a week
  • A clear map of who owns each AI risk across your CISO, CAIO, Compliance, and Data teams — the accountability gap no other tool addresses
  • No agent installation, no model access required — full risk discovery from the outside in
£3.65M
Average cost of an AI-involved breach in 2025
IBM Cost of Breach Report 2025
+£530K
Additional shadow AI premium where unmanaged
IBM 2025
78%
of UK boards are not audit-ready for AI governance
Grant Thornton 2024
€35M
EU AI Act maximum fine, live from August 2025
EU AI Act 2025
IBM Cost of Breach 2025 EU AI Act — live Aug 2025 ICO: £7.5M Clearview enforcement Oct 2025 Gartner: 58% of CISOs leading AI despite structural misalignment ISACA: 45% of security teams zero AI involvement
The problem

This is not a technology problem. It is an accountability problem with a financial consequence.

Your security team was built to protect your perimeter. But AI systems do not sit neatly at the perimeter — they run inside your business, often without formal governance, and they are operated by people who report to your Chief AI Officer, your Chief Data Officer, or your Compliance function rather than your CISO. When something goes wrong, nobody is sure who is accountable. When a regulator asks, the answer is worse.

IBM's 2025 breach data puts the average cost of an AI-involved breach at £3.65 million. Unmanaged shadow AI — the AI tools your employees are using right now without central oversight — adds a further £530,000 premium on top of that. The EU AI Act, which became enforceable in August 2025, sets fines at up to €35 million or 7% of global revenue for AI governance failures. The ICO's £7.5 million reinstatement against Clearview AI in October 2025 demonstrates that UK regulators are following through.

These are not theoretical risks. They are current, quantified, and landing now.

The deeper problem: no tool currently maps the gap between who creates AI risk and who is supposed to manage it. Gartner found that 58% of CISOs are leading AI adoption programmes despite structural misalignment with the CAIO role. ISACA found that 45% of security teams have zero involvement in AI implementation decisions. Grant Thornton found that 78% of UK boards are not audit-ready for AI governance. The people managing AI risk and the people creating it are operating in separate silos — and nobody has put a financial figure on what that gap costs. Until now.

What you receive

Five outputs. Delivered in under a week. No model access required.

Output 01
Your AI risk in pounds

A single financial figure covering AI-involved breach exposure, shadow AI premium, model and agent failure costs, and regulatory fine exposure under the EU AI Act and UK ICO rules. Not a risk score. Not a traffic light. A number your CFO and board audit committee can work with.

Financial quantification
Output 02
Who owns what

A structured accountability map across your CISO, Chief AI Officer, Chief Data Officer, and Compliance function. Shows which risks sit with which role, where ownership overlaps, and where nobody currently owns a risk at all. The document you bring to the board when they ask "who is responsible?"

Accountability map
Output 03
Your shadow AI exposure

A discovery of AI tools and data flows operating outside your formal governance perimeter — surfaced without requiring access to your models, agents, or AI platforms. Every shadow AI tool your teams are using carries the £530,000 breach premium IBM documented in 2025.

Shadow AI discovery
Output 04
Your regulatory exposure, quantified

A translation of your current AI governance posture into £-denominated fine exposure under the EU AI Act and UK ICO enforcement frameworks. Not a compliance checklist — a financial figure that answers "what does non-compliance actually cost us?"

Regulatory £-figure
Output 05
A board-ready briefing pack

A single document, designed for your board audit committee or NED briefing, summarising your risk position, accountability map, and priority actions. Structured to meet the expectations of an ICO, FCA, or external audit committee review.

Board-ready
Why nobody else does this

Four structural gaps the market has not addressed — until now

No one maps who is actually accountable

96% of CISOs own AI governance in their organisation. But only 14% of organisations have formally defined AI accountability roles across the C-suite. Every other security tool works within the CISO's domain. None of them address the accountability gap between the CISO who manages the risk and the CAIO, CDO, and Compliance function that create it. The AI-Cyber Lens produces the only joint accountability map on the market.

Financial quantification tools are slow, dollar-denominated, and not built for AI

The nearest competitor in financial risk quantification works in dollars, takes weeks, and was not built for AI-specific risk. If you need a £-denominated AI risk figure before your next board meeting, there is currently one tool that delivers it in under a week.

Shadow AI discovery tools require the access they are meant to discover

Every shadow AI discovery tool on the market requires agent installation, platform integration, or model-level access — creating a procurement paradox. You cannot get approval to install the tool until you know what risk you are managing, and you cannot know what risk you are managing until you install the tool. The AI-Cyber Lens resolves this with full risk discovery from outside your environment.

No tool puts a £ figure on your regulatory exposure

Compliance tools map requirements to controls. They tell you whether you are compliant. They do not tell you what non-compliance costs. The EU AI Act's fine structure, the ICO's demonstrated willingness to enforce (£7.5M against Clearview AI, October 2025), and the UK government's AI liability framework all create quantifiable financial exposure. The AI-Cyber Lens is the only tool that translates your governance posture into a financial number.

The evidence base

Every figure is sourced, current, and cited

£3.65M
Average cost of a data breach when AI was involved in the incident
IBM Cost of a Data Breach Report 2025
£530K
Additional shadow AI premium on breach costs where shadow AI was present and unmanaged
IBM Cost of a Data Breach Report 2025
58%
of CISOs leading AI adoption despite structural misalignment with the CAIO role
Gartner Security & Risk Management Research 2024
45%
of security teams have zero involvement in AI implementation decisions
ISACA State of Cybersecurity 2024
78%
of UK boards are not audit-ready for AI governance requirements
Grant Thornton UK AI Governance Survey 2024
£7.5M
ICO enforcement penalty against Clearview AI reinstated October 2025 — UK regulators are following through
ICO Enforcement Notice, October 2025
Get started

Start with a free risk questionnaire

No tools installed. No models accessed. Answer a structured set of questions about your current AI governance posture and receive a preliminary risk exposure figure — before any engagement begins.

Request Your Risk Assessment Download the briefing overview

Delivered in under five working days. No agent installation. No model or platform access required.