Intelligence Feed
AI-augmented spear-phishing up 340% · Q1 2025
Average Fortune 500 AI attack surface: 94,000 unmapped endpoints
Social engineering primary vector: 78% of enterprise breaches
Deepfake audio attacks on CFOs increased 4.8× year-on-year
87% of board executives have publicly accessible training data
AI-targeted breach cost: $4.7M avg vs $2.1M traditional vector
Median time-to-breach for AI-profiled targets: 11 minutes
Q2 2025 Index: 14 Fortune 500 firms reclassified to Critical Risk
AI-augmented spear-phishing up 340% · Q1 2025
Average Fortune 500 AI attack surface: 94,000 unmapped endpoints
Social engineering primary vector: 78% of enterprise breaches
Deepfake audio attacks on CFOs increased 4.8× year-on-year
87% of board executives have publicly accessible training data
AI-targeted breach cost: $4.7M avg vs $2.1M traditional vector
Median time-to-breach for AI-profiled targets: 11 minutes
Q2 2025 Index: 14 Fortune 500 firms reclassified to Critical Risk
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340%
Increase in AI-augmented
spear-phishing · Q1 2025
↑ Year-on-year
$4.7M
Average cost · AI-targeted
enterprise breach
↑ vs $2.1M traditional
11min
Median time-to-breach
for AI-profiled targets
↓ from 4.2hrs in 2022
78%
Enterprise breaches with
social engineering as vector
Source: TQI SE Report 2026
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We operate at the intersection of AI risk, cybersecurity, and institutional governance. Our engagements are high-stakes, confidential, and structured for boards and heads of state — not procurement committees.

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02
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Full-spectrum national cyber defence — from threat architecture to operational deployment and local capacity building. Structured across multi-year sovereign mandates at ministerial level.

03
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04
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What the board
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Extracts from TQI's 2025–2026 intelligence series. Full findings are distributed under NDA to institutional subscribers. What follows is a fraction of what we track.
Classified Extract
Corporate Hacker's Guide 2026
11min
Median time-to-breach for AI-profiled Fortune 500 targets. In 2022, this figure was 4.2 hours. AI has compressed the attack window by 95%.
Corporate Hacker's Guide 2026 · TQI
Classified Extract
Social Engineering Attack Vectors 2026
87%
Of Fortune 500 C-suite executives have sufficient publicly accessible data for adversaries to construct convincing deepfake audio or video. Most are unaware.
Social Engineering Attack Vectors 2026 · TQI
Classified Extract
AI Disinformation Series · 150+ Countries
1,871
Pages of proprietary intelligence on AI disinformation operations, covering active campaigns, state actors, synthetic media infrastructure, and board-level countermeasures.
AI Disinformation & Security Intelligence Series · TQI
Classified Extract
Corporate Hacker's Guide 2026 · Attack Sequence
A Typical AI-Augmented
Board-Level Attack
The following sequence reconstructs a representative attack on a Fortune 500 CFO. Time elapsed: 38 minutes.
1
OSINT Harvest
AI aggregates target's LinkedIn, earnings calls, interviews. Voice sample extracted from investor day recording.
T+0:00 — T+0:04
2
Deepfake Audio Synthesis
Voice clone generated with 94% fidelity using 47 seconds of source audio. Model: ████████████ v3.1
T+0:04 — T+0:09
3
Spear-Phishing Launch
Personalised email referencing CFO's daughter's school recital (scraped from spouse's Instagram). Link to spoofed internal portal.
T+0:11 — T+0:13
4
Credential Capture
CFO authenticates on spoofed portal. Session token harvested. MFA bypassed via SIM-swap executed simultaneously.
T+0:13 — T+0:17
5
Lateral Movement & Exfil
AI-piloted lateral movement across 12 internal systems. ████ GB of M&A documents, board minutes, and ████████████ exfiltrated.
T+0:17 — T+0:31
6
Clean Exit
All traces removed. Breach undetected for 73 days. Discovery triggered by third-party dark web scan.
T+0:38
4.8×
Increase in deepfake audio attacks targeting CFOs and Treasurers, year-on-year.
Social Engineering Attack Vectors 2026 · TQI
$4.7M
Average cost of an AI-targeted breach vs $2.1M for traditional attack vectors. Insurance does not typically cover the difference.
Corporate Hacker's Guide 2026 · TQI
Full Report Access
The Corporate Hacker's Guide 2026, Social Engineering Attack Vectors 2026, and AI Disinformation Series are available to institutional subscribers under NDA.
Request Institutional Access
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Fortune 500
AI Risk Index™

The only quantitative AI risk ranking built for institutional decision-makers — scoring 500 of the world's largest corporations across four weighted dimensions. Updated quarterly. Gated behind NDA.

Boards use the Index to benchmark exposure, identify peer risk patterns, and brief audit committees before risks become litigation events. General counsels use it to prepare for regulatory inquiry.

Methodology is proprietary. Weightings are independently validated but never disclosed. Briefings are conducted in person or under secure channel.

30% AI Deployment Risk
25% Litigation Exposure
25% Regulatory Compliance
20% Governance Maturity
Q2 2025 Index · Top Risk Positions
NDA Required for Full Access
#
Company
Score
Risk
1
████████████ Inc.
94.2
Critical
2
██████████ Corp
91.7
Critical
3
███████ Holdings
89.4
Critical
4
████████ Group
88.1
High
5
██████████████ LLC
87.6
High
6
████████ Financial
86.3
High
7
███████ Technologies
84.9
High
8
██████ Enterprises
83.7
High
9
████████ Partners
82.1
High
10
██████████ Capital
81.4
High
Intelligence & Mandates

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engagements.

TQI operates where public sector urgency meets private sector accountability. Our engagements are structured for heads of state, ministers, and Fortune 500 boards — not project managers.

All mandates are executed under strict confidentiality. We do not publicise client names. We do not seek media coverage. We deliver results, transfer capability, and withdraw.

Our intelligence publications reach institutional audiences across 150+ countries, positioning TQI as the reference source for AI risk and cyber threat intelligence at the highest levels of government and enterprise.

150+
Countries Reached
1,871
Pages Published
45K
Monthly Readers
About

Built for
consequence.

The Quantum Institute Ltd (TQI) is a South African-registered AI risk, cybersecurity, and emerging technology governance firm. We serve government agencies, Fortune 500 corporations, and financial institutions across Africa, the Middle East, and beyond.

TQI was founded by Rael Ginsburg — an entrepreneur with a career defined by being early on technology trends: from mobile betting infrastructure to AI governance before it was a boardroom priority.

We operate as a lean, senior-only practice. Every engagement is led from the top. There are no account managers between TQI principals and the institutions we serve.

"Most Fortune 500 boards don't know their AI risk score. We built the instrument to change that."
Registration
The Quantum Institute Ltd
Reg. No. 2025/012641/07
Republic of South Africa
Headquarters
Norwood, Johannesburg
South Africa
Practice Areas
AI Risk Intelligence
National Cybersecurity
Emerging Technology Governance
Intelligence Publications
Clients
Government Agencies
Fortune 500 Corporations
Financial Institutions
Sovereign Wealth Funds
Contact

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start here.

TQI engagements begin with a confidential briefing. We do not respond to general inquiries — only to institutions with a specific, high-stakes need.

If you represent a government agency, Fortune 500 board, or institutional investor — and you need to understand your AI risk exposure — we will make time.

Location Johannesburg · Available globally