How Ford is advancing accounts receivable operations through AI

Ford is driving its digital and AI-led transformation of accounts receivable by automating invoice matching and dealer communications.

In brief

• Ford Business Solutions managed a large, complex global receivables portfolio and needed to right size customer engagement
• Working with EY, Ford deployed an AI enabled, behavior based, accounts receivable strategy
• As a result, standardized and automated workflows enabled proactive decision making

Ford Business Solutions, a global hub of technology and business services within the Ford family, managed a significant global receivables portfolio across diverse markets and customer segments. To strengthen operational excellence and capabilities, Ford needed to right-size how they engaged with customers: reduce follow-ups for on-time payers; and for delinquent accounts, increase contact frequency. The organization also wanted to reduce the manual effort in cash application and invoice matching and automate email responses to dealers with a dynamic collections strategy while creating a repository of customer interaction database.

To address this, Ford, in collaboration with EY, embarked on its AI transformation journey. This involved a calibrated contact strategy — tailoring touchpoints by payer behavior — while enabling a real-time dashboard so leadership could act proactively rather than reactively. They implemented an accounts receivable (AR) dashboard to monitor aging and pursued a leaner operation with team capacity naturally evolving as workflows became more automated and standardized. The result was a cohesive, end-to-end AR capability that aligns with its broader finance transformation agenda.

How did digital transformation in AR revolutionize the future of financial operations?

The team began with a comprehensive assessment of existing AR processes to identify friction points such as manual cash application, limited visibility and inconsistent customer engagement. Day 1 readiness was prioritized to facilitate business continuity, with an early focus on use cases that could deliver quick wins — automating remittance extraction, invoice matching and establishing a real time AR dashboard. Ford aligned cross functional stakeholders early, including finance, IT and operations, and selected solution providers capable of integrating AI with existing systems. Rather than a single launch, the rollout was phased across markets, allowing teams to incorporate early learnings, maintain operational stability and gradually refine the calibrated customer contact strategy, dashboards and automation as scale increased.

Business impact of Ford’s AI-led transformation

• Reduced manual effort through intelligent automation
• Calibrated, AI‑led customer contact strategy
• Real‑time AR visibility and proactive decision‑making
• Improved accuracy and scalability across global markets
• Leaner AR operations through standardization and AI enablement
• Enhanced cash‑flow protection and recovery readiness

Success mantras

• Align around a clear vision: Establish a shared, stakeholder‑aligned vision to guide transformation.
• Plan with purpose: Strong planning creates the foundation for measurable, lasting outcomes.
• Engage for end‑to‑end impact: Work with strategic collaborators who bring both domain knowledge and full solution delivery.
• Stay agile as you scale: Continuously adapt solutions as business needs and systems evolve.
• Lead the change from the front: Embrace AI, data and automation to empower employees and elevate customer experience.

Ford’s AI-led transformation of accounts receivable demonstrates how a clear vision, thoughtful planning and the right collaborations can translate advanced technologies into real business value.

By combining intelligent automation, real-time insights and calibrated customer engagement, Ford has built a future-ready AR operation that is leaner, more agile and scalable across markets. Beyond productivity gains and reduced manual effort, the transformation has improved both employee experience and customer satisfaction — proving that when AI is applied with purpose and leadership commitment, it can drive meaningful, sustainable change across enterprise operations.

Summary 

Through its AI transformation journey with EY, Ford Business Solutions established a cohesive, end‑to‑end accounts receivable capability that improved customer engagement, reduced manual effort, and strengthened operational excellence—fully aligning AR modernization with Ford’s broader finance transformation agenda.