Transaction Banking

Intelligent Treasury: Why AI and APIs Are Strategic Imperatives

Mar 5, 2026
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In today's rapidly evolving financial landscape, corporate treasury stands at a pivotal juncture. B2B payments – and the surrounding liquidity and foreign exchange (FX) capabilities - represent the major organs and arteries of financial activity globally. The corporate payments space is being reshaped by new technology (Digital Ledger Technology (DLT), Artificial Intelligence (AI)) and globalization (ISO migrations), with AI poised to become the most critical advancement yet.

To help maximize the impact of AI, corporate treasurers can take a proactive approach, including upskilling to build greater AI- competence, embracing real-time treasury through the synergy of APIs and AI, and building intelligent payments for smarter B2B transactions. Looking ahead, it’s imperative that treasurers focus on each of these three fundamental pillars when considering how best to navigate complexity, optimize operations, and drive strategic value in an increasingly digital world.
 

Upskilling to develop an AI-Enabled Treasury

As AI becomes embedded across core treasury functions—from forecasting and reconciliation to risk assessment and decision support—professionals face an inflection point. It has become crucial for organizations to create an environment that helps its talent develop the competence and confidence to embrace this transformative technology. Organizations can foster this growth internally through initiatives like hackathons, prompt engineering competitions, and hands-on workshops, which normalize AI tool usage and accelerate learning. Treasury teams can consider alternative approaches to traditional operations, including embedding AI engineers directly within operational teams to help identify problems and distribute technical know-how.

The ability for treasury professionals to develop these skills expands beyond the workplace. AI tooling helps make prototyping solutions or automating simple tasks - without deep technical expertise - easier. Previously, weekend projects were the domain of trained engineers or hobbyists – now anyone can use AI to vibe code new software from scratch. Treasurers can embrace this inflection point with curiosity, moving beyond merely acknowledging new tools to implementing them within their existing workflows. They can become stewards of AI for their organization, influencing how AI is applied to unlock previously untapped efficiencies and insights across their organization.
 

Real-Time Treasury: The Convergence of API and AI

A frequent question among treasury leaders is which is more important for achieving real-time visibility, decisioning, and control: AI or APIs. The consensus is that real-time data access via APIs and real-time decision-making powered by AI can be coupled to work in powerful synergy, reinforcing each other. APIs provide the building blocks necessary for AI decision-making: the data regarding where and how your money is moving. APIs are imperative for granting AI agents permissioned access to key treasury functions.

The intersection of APIs and AI can also alleviate a long-standing pain point for treasurers: bank integration. AI can help streamline onboarding, due diligence, custom coding, and multi-month testing cycles, both through enhanced bank capabilities (e.g., MCP servers and agents) and corporate access to AI coding tools. For treasury teams, this translates into a new best-of-breed banking partner access model, reduced dependence on scarce engineering resources, and greater flexibility in constructing a modern, agile banking infrastructure that supports real-time operations. For Banks, making APIs "AI agent-friendly " is a key strategic fulcrum, driving the emergence of new standards and practices. This evolution can help establish a new baseline for API design, such as optimized payloads for AI consumption, ultra-low latency for real-time decisioning, and advanced search capabilities to feed models’ growing appetite for context.
 

Intelligent Payments: Building Smarter B2B Workflows

AI presents the potential to transform simple payment instructions into automated, self-optimized transactions. The mechanics of B2B payments, which have remained a relatively unchanged, manual process, are now poised for a significant leap forward.

That’s where intelligent payments come in. Treasury teams developing intelligent payment systems can consider the following:

  • Automated workflows: Dynamically routing payments at appropriate approval levels based on risk and historical patterns
  • Instant notifications: Automatically notifying all entitled stakeholders upon payment completion
  • Improved reconciliation Self-reconciling by updating accounts receivables and triggering downstream processes
  • Clarified capital implications: Leveraging data to understand cost-of-capital implications and select optimal funding sources
  • Optimal routing: Directing to payment rails based on cost, urgency, and settlement requirements

The concept of Optimal Routing proves particularly relevant for banks, which are uniquely positioned to play the role of the “connector” for payment rails. For instance, dynamic rail selection may route a $50,000 supplier payment via cross-border ACH for cost savings while default-routing a time-sensitive $2 million settlement to high-value wire systems. This ability anchors optimization to day-to-day payment operations. Intelligent payments can offer treasury teams enhanced accuracy, optimized cash flow, and significant cost savings as they move beyond rule-based systems to a proactive, intelligent payment ecosystem.

By converging upskilling, real-time API and AI synergies, and intelligent payments, treasurers can define the future of their treasury, transforming their role from a guardian of cash to a strategic leader empowered by AI to drive efficiency, mitigate risk, and unlock new value to drive the bottom line. Unlocking this level of intelligence can help organizations address foundational challenges around visibility and control. 

  • Explore our full suite of APIs and connectivity guides

This article contains forward-looking statements about emerging technologies and market projections. Actual results may differ materially due to technological, regulatory, market, and other uncertainties. Third-party estimates are provided for informational purposes and should not be relied upon as predictions of future outcomes. This article is provided for informational and educational purposes only and does not constitute investment advice, a recommendation, or an offer or solicitation to buy or sell any securities or digital assets. Views expressed are as of the publication date and may change without notice.

Transaction Banking services are offered by Goldman Sachs Bank USA (“GS Bank”) and its affiliates. GS Bank is a New York State chartered bank, a member of the Federal Reserve System and a Member FDIC. For additional information, please see Bank Regulatory Information.

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