AI Watchdog Tackles Healthcare’s $32B Overpayment Problem

DALLAS, TX – February 17, 2026 – A new technology company is deploying an artificial intelligence-powered "watchdog" to tackle one of the healthcare industry's most significant and overlooked financial drains: purchased services. SpendRule, a Dallas-based startup, today launched its contract intelligence platform, designed to prevent billions in overpayments by automatically validating invoices against complex service contracts before a single dollar is spent.

The system targets a sprawling $323 billion market for services ranging from clinical equipment maintenance to outsourced janitorial work. Industry estimates suggest that due to a lack of oversight and contract complexity, more than $32 billion is lost annually to preventable overpayments. By moving financial controls from reactive, after-the-fact audits to proactive, real-time enforcement, SpendRule aims to give health systems unprecedented control over one of their largest and least-managed areas of expenditure.

The Silent Drain in Hospital Budgets

For most hospitals and health systems, "purchased services" represent a vast and complicated category of spending, often accounting for nearly half of all non-labor costs. This bucket includes everything from specialized medical waste disposal and IT support to linen services and physician transcription. Unlike the procurement of physical goods like syringes or surgical masks, which are tracked through mature supply chain systems, purchased services are notoriously difficult to manage.

Industry analysis from groups like the Association for Health Care Resource & Materials Management (AHRMM) has long highlighted the unique challenges in this area, citing decentralized decision-making and a lack of clear operational metrics. Contracts are frequently hundreds of pages long, filled with complex terms, service-level agreements, and tiered pricing structures that are nearly impossible for accounts payable departments to manually verify against every invoice.

"Supply chain teams have always struggled with a lack of resources dedicated to purchased services - despite their spend levels often exceeding medical/surgical supplies, and with far greater complexity," said Chris Heckler, CEO and co-founder of SpendRule. "In my 20+ years in this space, I've seen firsthand that simply identifying savings opportunities is the tip of the iceberg. The real challenge is ensuring those savings actually hit the bottom line."

The result is a system where the vast majority of invoices are approved with minimal validation, creating a silent but massive financial leakage. This aligns with broader industry findings from firms like Gartner, which indicate that a substantial portion of health system spending occurs outside the purview of centralized supply chain management, making it ripe for errors and overpayments.

From Filing Cabinets to Enforceable Code

SpendRule's approach confronts this problem by fundamentally changing the relationship between a contract and the payment process. The platform uses artificial intelligence to ingest and analyze complex legal agreements, effectively translating them from static documents into active, enforceable logic.

"Most purchased services contracts sit in a filing cabinet – literal or digital – disconnected from the payments they're supposed to govern," explained Joseph Akintolayo, the company's CTO and co-founder. "We change that by turning those agreements into code - encoding the actual terms, conditions, and obligations into real-time payment controls."

This technology enables what SpendRule calls a true "4-way match." While traditional systems might perform a 3-way match between a purchase order, a goods receipt, and an invoice, they typically cannot account for the nuanced terms of a service contract. SpendRule adds the contract itself as the fourth, critical layer of validation. The AI automatically flags any discrepancies—such as incorrect rates, unapproved surcharges, or failure to apply volume discounts—and provides evidence directly from the contract to support the finding. This entire process is designed to operate within a health system's existing financial workflows, preventing disruption to accounts payable teams.

By embedding this intelligence directly into the payment process, the system shifts the paradigm from chasing down overpayments after they have already been made to preventing them from ever leaving the health system's accounts.

Early Adopters and Industry Validation

Despite its official launch today, SpendRule's platform is already being deployed across several prominent health systems, signaling strong early demand for a solution to this long-standing issue. Organizations including OSF HealthCare, Kettering Health, MemorialCare, and MUSC Health are among the initial users.

These early adopters are leveraging the technology to gain confidence in invoice accuracy and free up internal teams from the burden of manual approvals. "We manage thousands of purchased services contracts, many of them hundreds of pages long," said Dave Fergus, Chief Supply Chain Officer at OSF HealthCare. "Before SpendRule, there was no realistic way to ensure every invoice line matched the contract before payment. Now, that validation happens automatically, giving us confidence in invoice accuracy, stopping the leakage, and freeing our teams from thousands of hours of manual approvals each year."

The company's credibility is further bolstered by its backing from a syndicate of strategic investors. The list includes Abundant Venture Partners and Zeal Capital Partners, but notably features the MemorialCare Innovation Fund—the venture capital arm of MemorialCare, one of the platform's early clients. This dual role as both customer and investor represents a powerful endorsement from within the healthcare industry, suggesting the solution directly addresses a deeply felt pain point for hospital administrators.

A New Paradigm for Healthcare Finance

The implications of AI-powered contract enforcement extend beyond immediate cost savings. By bringing transparency and control to this opaque area of spending, health systems can gain deeper insights into vendor performance and ensure they are receiving the services they paid for. This automated oversight helps foster more accountable and data-driven relationships with service providers.

Furthermore, automating the tedious and error-prone task of invoice validation allows supply chain and finance professionals to redirect their expertise toward more strategic activities, such as negotiating better contracts and optimizing service delivery across the organization. This shift from clerical review to strategic management represents a significant evolution in how healthcare organizations can approach financial stewardship.

As health systems nationwide continue to face immense financial pressures, the ability to proactively eliminate waste and enforce negotiated savings becomes a critical competitive advantage. By transforming static contracts into dynamic financial controls, technologies like SpendRule's are poised to play a crucial role in building more resilient and efficient healthcare operations.