Learn what industry leaders are doing differently to minimize exception rates
Buy-side firms have spent years investing in cash management infrastructure, automation, reconciliation technology, and operational controls. So why have payment exception rates remained unchanged?
Exception handling has improved. Resolution times have improved. Visibility has improved. Teams can identify issues faster and process payments more efficiently than ever.
What has proven far more difficult, however, is reducing the number of exceptions entering the process in the first place.
This is a significant a challenge for operations and cash management teams. More investment can improve handling efficiency, but exception volumes have remained consistent. As payment volumes continue to grow and settlement windows tighten, the operational effort required to manage exceptions is increasingly difficult to scale without creating more complexity.
The reason for all of this becomes clear when exceptions are viewed across the entire payment lifecycle rather than the point where they surface. Whether the issue is a delayed payment, a failed securities settlement, or an unmatched confirmation, the conditions that create the exception often occur much earlier in the process.
Understanding where these conditions originate is the difference between firms that simply manage payment exceptions and those that successfully reduce them.
According to McKinsey, asset managers spend between 60% and 80% of technology budgets maintaining existing systems and infrastructure, which leaves limited capacity for broader operational transformation. In many cases, this results in continuous improvements to exception handling without addressing the underlying drivers of these exceptions.
Why Payment Exception Rates Plateau
Most exception management solutions are designed to identify, investigate, and resolve payment failures as efficiently as possible.
This approach is necessary. Failed payments create operational risk, settlement delays, liquidity uncertainty, and additional workloads across teams. Efficient resolution processes help limit the impact of these events.
The challenge is that resolving one exception does not prevent the next one.
Many payment exceptions are caused by recurring issues within the operating model. Teams can correct settlement instructions, investigate screening-related holds, repair payment data, or escalate missed cut-offs to resolve individual cases. But the same underlying conditions will continue to generate new exceptions.
This is why so many firms become highly effective at managing exceptions while seeing little improvement in overall exception rates.
To overcome this issue, the focus of exception reduction must shift away from individual events to the operational patterns responsible for creating them.
Understanding the Payment Lifecycle: Where Exceptions Begin
Payment exceptions typically become visible during execution or settlement. In practice, however, most exceptions originate from a relatively small number of recurring issues. Here are four of the most common:
1. Instruction Quality at Source
Payment instructions are often created using information sourced from multiple systems, counterparties, and operational teams. Even minor inconsistencies introduced at this stage can create downstream processing issues, including:
- Beneficiary names that do not align with bank records
- Missing or incomplete purpose codes
- Inaccurate account information
- Truncated remittance details
A good Treasury platform should be able to validate these details with the bank before a payment is actually made. Under structured messaging standards such as ISO 20022, data quality issues are increasingly likely to result in payment delays, repair requests, or outright rejection.
2. Obsolete Reference Data
Payments rely heavily on accurate reference data throughout the lifecycle, including:
- Counterparty bank account details
- Settlement instructions (SSIs)
- Correspondent banking information
- Routing and beneficiary data
When these data points are not updated promptly, payments that appear accurate within internal systems may fail during external processing. Unfortunately, the issue often becomes visible only after the payment has entered the settlement workflow.
3. Delays in Exception Review and Resolution
Compliance screening remains an essential component of payment processing. A payment placed on hold for review is often functioning exactly as intended within the control framework.
Delays frequently emerge after the screening decision has been made.
Unclear ownership, manual escalation, and fragmented workflows can leave cleared payments sitting in queues longer than necessary. What begins as a vital control process can quickly become an operational bottleneck if responsibilities are not clearly defined.
4. Payment Timing and Cut-Off Constraints
Settlement timelines vary significantly across currencies, counterparties, payment corridors, and correspondent banking networks.
But many firms still rely on standardized processing assumptions that do not reflect these variations.
As a result, otherwise valid payments may miss applicable cut-off times, resulting in avoidable delays and increasing the risk of exception handling activity later in the process.
What Are Leading Firms Doing Differently?
Firms that consistently reduce payment exceptions tend to approach the problem differently.
Rather than treating exceptions as isolated operational events, they view payment processing as an end-to-end lifecycle that requires visibility, accountability, and control across every stage.
Several important characteristics set these firms apart.
1. Ownership Extends Across the Lifecycle
Responsibility for payment processing is often distributed across multiple teams, systems, and workflows.
Leading firms place greater emphasis on end-to-end ownership. This creates clearer accountability for identifying recurring issues, tracing exceptions back to their source, and implementing corrective actions that extend beyond individual incidents.
With a broader view of the lifecycle, teams can focus on reducing the overall rate of exceptions instead of simply resolving exceptions more quickly.
2. Identify and Eliminate Recurring Exception Patterns
Exception volumes provide useful operational visibility, but they rarely explain why exceptions continue to occur.
Leading firms place greater attention on recurring exception patterns.
Tracking repeat exceptions helps identify unresolved data issues, workflow gaps, and control vulnerabilities that generate operational friction. In fact, a reduction in recurring exceptions offers a stronger indication of process improvement than a reduction in total exception volume alone.
3. Prevent Exceptions Before They Occur
The most impactful interventions frequently occur before a payment reaches execution. Examples include:
- Validating payment instructions at creation
- Governing and refreshing reference data more proactively
- Monitoring recurring exception patterns
- Introducing workflow controls that reduce manual intervention points
The objective is not to eliminate every exception. It is to reduce the number of preventable exceptions entering the process.
Over time, this creates a more predictable payment operation with fewer recurring breaks and less operational effort required for remediation.
Why This Matters More Under Compressed Settlement Cycles
Reducing payment exception rates is becoming especially critical as the margin for operational inefficiency continues to shrink.
The U.S. transitioned to T+1 settlement in May 2024. The United Kingdom, European Union, and Switzerland are expected to transition to T+1 settlement in October 2027.
Shorter settlement cycles reduce the time available to identify, investigate, and correct payment issues after they occur.
Under tighter deadlines, firms become increasingly dependent on the quality of upstream processes. Operational models built around resolving exceptions after they surface may find it difficult to maintain performance as settlement windows tighten.
The ability to identify and address exception drivers earlier in the payment lifecycle will become increasingly important as firms adapt to these changes.
Reducing Payment Exceptions Requires a Different Focus
Reducing payment exceptions requires visibility into where exceptions originate and the ability to address those issues across the payment lifecycle.
Firms that achieve meaningful improvement typically focus on understanding how exceptions are created, not just how they are resolved.
This requires transparency in the payment lifecycle, stronger ownership of upstream processes, and greater attention to recurring operational patterns that generating repeat exceptions.
Exception handling will always be an important operational capability. Firms seeing the greatest improvement are those that spend just as much effort (or more) preventing exceptions as they do resolving them.
As payment operations become more complex and settlement timelines continue to shorten, reducing payment exceptions increasingly depends on how early firms can identify and address the conditions that create them.
With the IVP Cash Management Solution, asset managers can confidently rewire the treasury function, breaking free from silos and positioning payments as a strategic enabler of efficiency, resilience, and competitive advantage.
Learn more about the IVP Cash Management Solution right now.
