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Shadow AI in Financial Services | Risk & Governance
Huntress warns financial services firms that unsanctioned 'Shadow AI' tool use creates data leakage and compliance risks faster than governance controls can keep pace.
Huntress argues Shadow AI — employee use of unapproved AI tools such as ChatGPT and Microsoft Copilot — is spreading across financial services faster than visibility and controls. Uploading regulated customer data into public generative models risks breaches of client confidentiality, data protection rules, and market conduct obligations. The piece recommends secure web gateways, DNS filtering, DLP, application allowlisting, and corporate SSO/MFA for approved tools rather than outright bans, which can push usage onto personal devices.
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Why 2026 is the Year to Upgrade to an Agentic AI SOC
Elastic Security Labs argues 2026 is the production inflection point for agentic AI in security operations centers.
Elastic Security Labs argues 2026 is the practical inflection point for agentic AI SOCs, noting nearly two-thirds of organizations are experimenting with AI agents while fewer than one in four have production deployments. The piece outlines operational challenges and recommendations: treat agents as non-human identities with least-privilege tool access, version-control system prompts as code, deploy unified agents with on-demand task packages, and enforce per-agent budgets and rate limits. It stresses explainability via RAG and transparent reasoning traces so analysts can verify and override autonomous decisions.
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Your employees are already using AI tools you never approved
OneTrust report: 74% of organizations have scaled AI adoption, but only 17% embed governance by design and agent use outpaces oversight.
OneTrust's 2026 AI-Ready Governance Report finds 74% of respondents report departmental or scaled AI adoption, yet only 17% report governance embedded by design and just 5% have coordination and accountability defined across the AI lifecycle. Nearly half experienced at least one incident in the past year where AI systems or agents took unapproved actions, with data loss, corruption, and misclassification cited as the most likely and least prepared-for risks. 33% say employees used unapproved AI tools because approved options were not available quickly enough, and 98% plan to increase AI governance technology budgets next financial year.
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Most chief audit executives can’t tell you what AI is worth yet
Gartner finds 93% of audit leaders use AI, but 54% of chief audit executives have not started measuring its value.
Gartner polls of 142 and 161 chief audit executives in May found 54% have not started measuring the value of AI in audit, only 7% tie AI to cost metrics, and just 38% have an AI strategy at any level, with 39% more building one. Among 743 respondents, 60% use AI for engagement preplanning and for drafting audit issues or reports, while only 30% apply it to audit testing, where hallucinations carry higher stakes. Unclear expectations for AI tool use (48%) was the most common barrier, ahead of technology and tool problems. Gartner recommends structured use cases for high-value workflows, which 12% of respondents are currently piloting.
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Cybersecurity jobs available right now: February 10, 2026
Help Net Security's roundup lists open cybersecurity roles at KPMG, Pentera, Google, Group-IB and others across multiple countries.
A job-board roundup featuring Cloud Security Engineer at KPMG (Israel), Cloud Security Researcher at Pentera (Israel), Cyber Defence Senior Analyst at Google (UK), and Cyber Investigation Specialist at Group-IB (UAE). Additional listings cover SOC operations, penetration testing, network architecture, OT/IT convergence and AI/ML security testing across Australia, Italy, the US, India, France, Ireland and the UAE. All listings are marked no longer accepting applications.
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AI adoption brings new security headaches for already stretched CISOs
Proofpoint's 2026 Voice of the CISO report finds 79% of CISOs must manage AI-related risks without added resources or expertise.
Proofpoint's 2026 Voice of the CISO report says AI governance is expanding CISO responsibilities faster than resources, with 79% expected to manage AI-related risks without proportional support. Seventy-eight percent of CISOs consider GenAI a security risk, chiefly customer data loss through public AI platforms, and 61% expect a targeted attack within 12 months, down from 76% in 2025. Human risk remains the top vulnerability for 79% of respondents, and 93% of organizations with material data loss said departing employees played a role. Cloud account takeover now tops perceived threats, while email fraud, ransomware and malware declined in the rankings.
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