AI Risk Intelligence — Alert · Recommend · Prevent · Correct · Report

Prevent AI failures before they cost you millions

AI incidents are accelerating. Regulations are tightening. Most organisations still have no structured way to assess their exposure.

18,000+ verified incidents
84 countries
71 risk types
Why now
×17
AI risk publications in 5 years
The research community sees it coming.
Q1 2026
More AI incidents than in all of 2025
It is accelerating.
72
Countries with active AI policy initiatives
Compliance is no longer optional.

AI risk is already material. Most organisations just don't see it yet.

What we deliver

Four capabilities. One intelligence service.

01

Alert and Recommend

Detect critical AI risks before they impact your business. Structured alerts with severity scoring, entity mapping, and recommended actions.

02

Prevent and Simulate

Anticipate failures before deployment. Model risks from 18,000+ real incidents tailored to your sector and geography.

03

Correct and Comply

Respond faster with proven playbooks. Get regulatory obligations, remediation steps, and precedents — not theory.

04

Report and Benchmark

Prove to your board that AI risk is under control. Quarterly risk scores, trends, and peer benchmarks. Board-ready.

Now onboarding select insurers and advisory firms for our 5-day pilot.

Without structured AI intelligence

  • Reactive — incidents discovered through media
  • No historical data for actuarial modelling
  • Regulatory gaps identified too late
  • Risk assessed qualitatively, not quantitatively

With AI Toll

  • Proactive — alerts before incidents reach your portfolio
  • 18,000+ incidents with 7-level actuarial schema
  • Regulatory compliance tracked across 84 countries
  • Risk scored, benchmarked, and defensible
Flagship product

Toll AI Risk Index

A single score that tells you how exposed a country, sector, or company is to AI risk. The benchmark underwriters reference and regulators cite.

Rank Country
Composite of incident density, severity distribution, regulatory gap, domain spread, and rate of change. 84 countries ranked. Updated quarterly.
15 sectors covered

Dedicated intelligence for every industry

Each sector modelled with real incidents, academic evidence, and regulatory data — so you understand your specific exposure.

Healthcare & Pharma
336,529 papers
+413%
Education
199,880 papers
+485%
Cybersecurity
60,674 papers
+799%
Retail & E-commerce
52,497 papers
+926%
Legal & Justice
70,484 papers
+939%
Banking & Finance
65,142 papers
+698%
Media & Entertainment
120,864 papers
+2,349%
Energy & Utilities
58,945 papers
+591%
Automotive
49,514 papers
+300%
Real Estate
45,191 papers
+603%
Defense & Military
44,590 papers
+479%
Manufacturing & Logistics
39,102 papers
+478%
Telecom
27,296 papers
+200%
HR & Recruitment
22,692 papers
+591%
Insurance
19,103 papers
+218%
Global coverage

Three pillars of intelligence

Academic Research

1.5M+ papers analysed to identify emerging risks before they become incidents. Classified across 15 sectors. 46,000+ key findings extracted.

Media Monitoring

11,248 sources across 84 countries and 32 languages. Updated daily. Full-text extraction.

Regulatory Tracking

Every major AI regulation tracked. EU AI Act, NIST, national frameworks. Compliance implications delivered.

Who we serve

Intelligence for institutions that underwrite, deploy, advise on, or regulate AI

Your AI risk pilot in 5 days

Tell us your sector and AI systems. In 5 business days, we deliver a board-ready report with mapped incidents, risk scores, regulatory gaps, and recommended actions — plus supporting data tables. No commitment.

5days
1report
0commitment

AI risk is not hypothetical. It is already happening. We make sure you are ready.