AI agents create identity crisis as autonomous systems transact without human oversight

Reviewed byNidhi Govil

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AI agents are now executing financial transactions, opening bank accounts, and signing contracts autonomously, but the infrastructure to verify their identity and authority doesn't exist. With AI-driven traffic to retail sites up 805% and agents driving over $22 billion in sales, regulators and standards bodies are racing to establish frameworks like Know Your Agent before the trust gap triggers widespread fraud and liability disputes.

Agentic AI Transforms Digital Commerce

The shift from chatbots to action-taking systems marks a fundamental change in how we interact with the digital economy. Agentic AI now controls operating systems, navigates websites, and executes transactions exactly like humans sitting at desks

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. Within three to five years, manually logging into apps and completing web forms will become obsolete as users simply instruct AI agents to find better savings rates, open accounts, or switch service providers

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. Morgan Stanley and Bain analysts estimate that AI agents could drive 15 to 25 percent of US e-commerce by 2030, representing between $300 and $500 billion in value

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. The global AI agents market, valued at $5.4 billion in 2024, is projected to reach $236 billion by 2034

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Source: PYMNTS

Source: PYMNTS

Trust and Liability Issues Create Compliance Nightmare

When autonomous AI actions occur without human oversight, the entire legal concept of consent unravels. Every website requires users to click acceptance of terms and conditions, privacy policies, and tracking cookies—actions carrying immense legal weight

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. When an AI agent autonomously clicks "I agree" to terms the human user has never seen, businesses cannot definitively prove who authorized these actions

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. This creates what experts call orphaned liability: when AI makes unauthorized financial commitments, shares sensitive medical data, or signs binding contracts, determining who takes the fall becomes impossible

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. By Black Friday 2025, AI-driven traffic to U.S. retail sites had risen 805% year over year, with AI agents driving over $22 billion in global online sales

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. Yet the identity infrastructure that would allow any party to verify AI agent identity and authorization does not exist at scale

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Know Your Agent Framework Emerges as Solution

A functional Know Your Agent framework builds on the Know Your Customer model established during financial globalization in the 1970s

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. This AI governance framework hinges on four capabilities: establishing who and what the agent is, confirming what it is permitted to do, maintaining accountability for every action it takes, and continuously monitoring its behavior against approved parameters

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. The proposed Power of Attorney for AI requires three non-negotiable layers: Proof of Human for high-assurance verification of the natural person behind the screen, Proof of Authority as the scoped mandate dictating exactly what AI is permitted to do, and Proof of Authenticity creating an immutable audit log for regulators

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. Without these capabilities, distinguishing between legitimate agentic commerce agents and malicious bots impersonating them becomes impossible

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NIST Launches Standards Initiative for Verifying AI Agents

NIST launched the AI Agent Standards Initiative in February to ensure AI agents function securely on behalf of users and interoperate smoothly across digital interactions

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. The initiative advances along three pillars: industry-led development of interoperability standards, community-led open-source protocol development, and research in AI agent security and identity

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. NIST's National Cybersecurity Center of Excellence published a concept paper covering identification, authorization, auditing, and controls to prevent prompt injection

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. Without standards for who agents are and what they are allowed to do, the agent economy cannot be trusted at scale

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Financial Services Face Urgent Risk Assessment Demands

The IMF argues that as AI in e-commerce shifts payments from human-initiated instructions to agent-mediated decisions, traditional fraud prevention models built on human behavioral patterns become ineffective

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. Regulators now demand verifiable identities for financial bots linked to legal entities, tokenized authorization mechanisms allowing agents to initiate transactions using preapproved payment methods without accessing underlying credentials, and cryptographic mandate frameworks binding agent-initiated actions to verifiable scope and limits

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. For banks, payment companies, and utilities, this represents a compliance and identity nightmare requiring businesses to answer four crucial questions when AI agents attempt regulated actions

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. The identity and accountability infrastructure built today will determine whether agentic commerce becomes a catalyst for global prosperity or a new frontier for unprecedented fraud

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