Exception management as the true operating model in reinsurance processes
For decades, reinsurance has pursued this idea of straight-through processing (STP), and I’m here for it. I believe fully in it. When it works, it is operationally brilliant. And yet we have this story in our heads that tells us that automation is a binary journey. One that takes us from manual entry to a frictionless happy path. I wish it were as simple as that! 😅
No, this pursuit of total automation often ignores the inherent complexity of the business. In reality, the happy path is frequently the outlier. True operational excellence in modern reinsurance is not defined by the absence of exceptions, but by the sophistication with which an organisation manages them. Let’s explore this a little more.
The current environment
According to research by DXC Technology, record levels of M&A activity have led to unprecedented levels of data fragmentation. Each consolidation event introduces thousands of bulk updates where automated workflows often stumble due to unique treaty exclusions, bespoke clauses, and backdated adjustments. When exceptions are treated as failures of the system rather than the core work of the professional, operational drag inevitably increases. It makes sense, therefore, that exception management ought to be formalised. How do we do that…
Well, we’ve got to consider our main three areas in this: TA, Claims and FA.
Technical Accounting
Technical Accounting (TA) serves as the primary gateway for data, yet it remains the most significant bottleneck for many firms. The AutoRek 2026 Reinsurance Report indicates that firms are now spending approximately 14% of their entire operational budgets on correcting manual errors and performing rework. This suggests that the traditional model, which was designed for uniform data, is failing to account for the data sprawl that now averages over 17 distinct sources per treaty.
In TA, common exceptions typically manifest as mismatched currency exchange rates within multi-sectional treaties or missing ‘special acceptance’ codes on incoming bordereaux. As you’d expect, these exceptions are frequently caused by our good old legacy systems that obviously lack the granular logic required to process these new and complex sliding scale commissions or indexation clauses.
Addressing this requires the operating model to shift toward automated pre-validation agents. These controls flag variances exceeding a specific threshold, for instance, a 0.5% deviation, before the data is committed to the ledger.
Claims Management
Now, the claims function is operating under the dual pressure of social inflation and heightened geopolitical volatility. This statement only seems to get more true year by year. It makes things anything but straightforward, with no happy path in sight.
Common exceptions in claims include:
Large loss triggers that do not align with the initial Underwriting (UW) summary.
Disputes regarding hours clauses in catastrophe covers following extreme weather events.
The root cause is often a lack of alignment between vague treaty wordings and the digital platforms used by cedents. These claims will simply stagnate in a cycle of queries without a good exception-based model.
My advice here would be to deploy natural language processing (NLP) triggers. These tools scan incoming notifications against the definitive treaty documentation to highlight coverage gaps or inconsistencies in real-time. This means intervention is only necessary when professional judgement is required. I believe the term being thrown around to describe this is human-in-the-loop. It ensures that the adjuster’s expertise is applied to the 20% of cases that represent 80% of the financial exposure.
Financial Accounting
The final stage of the reinsurance lifecycle, Financial Accounting (FA), is currently grappling with what has been termed the "Settlement Squeeze." The AutoRek 2026 study found that nearly 44% of reinsurers are experiencing settlement periods exceeding 60 days. This lag creates a significant volume of exceptions at the tail end of the process, particularly regarding unallocated cash and "orphan" payments resulting from novations.
A primary cause of these exceptions is the disconnect between global banking systems and the internal treaty management platforms, exacerbated by the complexities of IFRS 17 and subsequent reporting standards. When a payment arrives with a truncated reference number, the happy path of automated reconciliation fails.
To mitigate this, firms are increasingly implementing real-time cash matching engines. These can pair payments to treaties even when data is incomplete, significantly reducing the volume of manual investigations.
Exception management truly is the peak operating model
The modernisation of reinsurance is often mischaracterised as a project to eliminate human intervention. As you can see from this article, that is perhaps something to laugh about in the current state of things. The evidence shows us that the most resilient firms are those that accept exceptions as a fundamental signal within their business. So, design processes that prioritise the identification, routing, and resolution of these outliers, and you’ll move beyond that settlement squeeze we spoke of above.
I’ve been supporting companies with their digital challenges for over 27 years now. If you’d like to know more about exception management in line with your own business requirements, do get in touch and let’s have a chat.
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