Headline: Agentic finance takes off — and crypto is becoming the money for machine-driven economies
Byline: Vincent Chok, First Digital. Edited for Crypto News by Sarah Morton.
Lead: AI agents are moving beyond suggestions to taking action — including financial transactions. As these “agentic” systems shift from advising to executing, they run into the limits of legacy payment rails. That gap is creating a natural fit for crypto: programmable, always-on money; instant global settlement; and permissionless wallets. Here’s why that matters for advisors and crypto market observers.
The surge in AI agents
AI agents have gone from niche lab experiments to mainstream deployment in under a year. A recent PwC survey of more than 300 companies found that 79% are using AI agents in some form. What began as chatbots and copilots is evolving into systems that plan, decide and act within human-defined constraints — including initiating payments and managing portfolios. That evolution is spawning a new primitive: “agentic finance,” where machines don’t just recommend actions — they carry them out.
What is agentic finance?
Think of agentic finance as a three-layer stack:
- Agentic commerce: discovery and decision-making (e.g., an agent finds the best hotel or subscription deal).
- Agentic payments: execution of transactions once the user’s constraints and permissions are satisfied.
- Asset management: the full stack where an agent optimizes portfolios, reallocates assets, handles payments, and responds to market moves in real time.
This is not full human ceding of control. It’s conditional delegation — users set limits, permissions and objectives, and agents operate within those boundaries.
Why crypto fits better than legacy rails
Traditional banking infrastructure wasn’t built for 24/7, high-frequency, machine-to-machine activity. AI agents need money that is programmable, globally accessible, and able to settle instantly. Crypto delivers three core capabilities:
- Stablecoins: programmable, always-on settlement units that agents can use for payments and accounting.
- Blockchains: instant, global settlement and auditable transaction history.
- Crypto wallets: permissionless access to funds for both human and non-human actors.
Together these components create a financial layer that aligns with the operational model of autonomous systems — and increasingly, agents are being treated as first-class “users” on crypto networks.
Early and emerging use cases
Agentic finance is already visible across several domains:
- Machine-to-machine micropayments: APIs and data feeds enable rapid, low-value payments between services that would be inefficient on traditional rails.
- Consumer autonomous commerce: agents shop for travel, subscriptions and retail deals on behalf of users.
- Crypto-native trading and yield strategies: autonomous agents manage portfolios, execute arbitrage, rebalance, and optimize yield in DeFi contexts.
- Enterprise automation: supply chain payments, vendor settlements and invoice processing are increasingly handled by agent-driven workflows that reduce friction and errors.
For now most activity is infrastructure- and B2B-focused, but consumer-facing applications are emerging as agent capabilities improve.
Market signals and infrastructure moves
Agent demand is already shaping product development. Examples and trends to watch:
- Agent-native wallets and payment protocols that support high-frequency, low-value flows.
- Deeper stablecoin integration across data/compute marketplaces.
- Open payment standards for agents — Coinbase’s x402 payments protocol is one example built for agent-native transactions.
- Growing transaction volumes driven by non-human actors, especially for micropayments where traditional rails are too costly.
Risks, limits and what needs to happen
The technology is promising, but the path to scale has material risks and unresolved questions:
- Security: rogue or compromised agents could execute unintended transactions. Secure agent design and robust access controls are essential.
- Authorization and liability: frameworks are needed to determine who is responsible when an agent acts outside expectations.
- Regulatory treatment: laws for agency, digital identity, and payments must adapt to non-human users. Regulatory clarity will be a major determinant of adoption speed.
- Standards and interoperability: common protocols for agent identity, attestations, and payment flows will help prevent fragmentation.
- Trust and custody: custody solutions and insurance models will be needed to reassure users that funds and instructions are safe.
What to watch in the next 12 months
Key indicators that agentic finance is maturing:
- Rising agent-driven transaction volume on-chain (particularly in stablecoins).
- Launch and uptake of agent-native wallets and payment rails.
- Commercial protocols for micropayments and machine-to-machine billing gaining traction.
- Regulatory positions and guidance relating to non-human actors and automated payments.
A small experiment — AI experts weigh in
We also ran a short experiment asking three large AI models (Grok, Gemini and Claude) two questions: what AI payment use cases they see today, and what’s needed for AI payments to scale. Their responses, which reflect each model’s perspective and are not financial or legal advice, revealed common themes — the need for secure rails, identity and authorization frameworks, interoperability and regulatory clarity — alongside differing emphasis on priorities. The exercise underlines that technical progress and governance are both necessary for the space to grow.
Bottom line for advisors
Agentic finance is no longer hypothetical. AI agents are already executing transactions in constrained contexts, and crypto is emerging as the most natural financial substrate for machine-driven economies. For advisors, this is a thematic to monitor closely: it promises to increase real utility for crypto infrastructure beyond price speculation, while introducing new operational and regulatory considerations. Track agent-driven volumes, stablecoin integrations, agent-native wallets and regulatory developments — they will shape the next wave of crypto utility.
Note: The Ask-an-Expert AI responses in this newsletter were generated by AI assistants and should not be construed as financial or legal advice.
— Vincent Chok, CEO and co-founder, First Digital. Edited and presented by Sarah Morton.
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