Originally posted on LinkedIn, August 28, 2025;
In commercial claims, the expensive outcomes rarely stem from a single dramatic mistake. They begin with routine lapses: a weak liability analysis, a vendor bill approved without scrutiny, retained counsel left unsupervised, a coverage position left untested. While a claim is open, these misses may be corrected. Once they surface in coverage litigation or reserve development, the damage is already done.
This edition of Delivering Claims Results examines how late recognition leaves insurance leaders powerless and why only real-time visibility creates the chance to act before mistakes harden into loss.
From Fixable to Final
Commercial claims often cross from recoverable issue to irreversible loss before anyone notices. A missed subrogation opportunity may still be recovered if flagged early, but if ignored, it calcifies into permanent overpayment. A thin investigation might be corrected in the first 60 days, but unchecked, it undermines the defense strategy years later.
Without live oversight and timely feedback, the same blind spots carry forward into the next file. Multiply that dynamic across thousands of open claims, and the stakes are clear: every missed intervention compounds into losses the carrier can't recover, delays that impact policyholders and claimants, and lessons the adjuster never receives.
No Visibility, No Control
In long-tail liability, early errors don't vanish. They become leverage in discovery and ammunition at trial. Inconsistent notes, incomplete documentation, and ambiguous assessments—often the byproduct of shifting priorities, heavy caseloads, and employee attrition—are seized upon by plaintiff counsel. What could have been corrected mid-claim becomes a point of exposure with no way to unwind it.
Each delay in oversight narrows the path to resolution:
- Intake: If coverage is misread or missed at intake, the entire claim proceeds down the wrong track — incurring costs, making promises, and setting expectations that may later need to be unwound at great expense.
- Investigation: A weak liability analysis often decides whether a claim resolves early or drags into protracted litigation. Claims litigated to conclusion are 14.5x more expensive than those settled before trial (Sedgwick, 2024).
- Discovery: Gaps in documentation — missed witness statements, unclear coverage decisions, or unpreserved evidence — turn into vulnerabilities. Plaintiffs seize on them, shaping the narrative before defense can course-correct.
- Litigation: At trial, risk spirals. The average federal jury award in 2024 was $16.2 million, nearly double 2022 (Lex Machina, 2025). By this stage, there is no course correction—only a final number that resets financial performance for years. Capital that could have driven growth gets buried in loss development.
Why QA Can't Keep Up
Qualitative issues in claims handling have historically been addressed through manual claim reviews. But traditional QA isn't built to catch errors in time. Here's a high level overview of what it typically looks like in practice:
- A small varied sample, often just 1 to 5% of all files, is reviewed months after closure. This means more than 90% of the portfolio receives no quality check at all (EY, 2025). The unstratified sampling method isn't well suited to a process with a variety of fact patterns and multiple potential misses.
- Reviewers test files against checklists: whether letters were sent, deadlines met, or diary notes added. The focus is on process steps, not whether the claim was investigated or resolved correctly. When reviews focus on more qualitative areas, the subjectivity of human review requires second-level calibration, and the internal costs of the team escalate.
- Teams compile and deliver reports weeks or months later. By then, indemnity has already been paid, reserves booked, and legal strategies set. The findings may explain what went wrong, but they cannot change the outcome.
- Adjusters may eventually see the feedback, but it often lands long after the case has left their desk. The opportunity for learning or course correction has passed, and the same errors carry forward into their active caseload.
This approach records past performance but provides no control over open claims. If the only lens on execution comes post resolution, leaders will always be reacting—not managing.
Delay = Distortion
Delay does not just make single files more expensive; it distorts the enterprise. Boards question performance. Reinsurers tighten terms. Investors lose confidence. And carriers lose the ability to deploy capital with certainty.
That's why claim quality must operate while files are still open. With real-time visibility, adjusters receive coaching when it matters, policyholders get decisions faster, and leadership gets an accurate view before the numbers harden.
As Steve Rodriguez, President, Head of Elysian TPA Services, explains:
"Execution misses don't just affect one claim. You see it in indemnity creep, vendor overpayment, defense spend that should've been avoided, and in files that were off track from the start. By the time the numbers surface, those losses are already locked into the balance sheet. Leaders need visibility earlier, or else they're managing yesterday's damage instead of handling today's claims."
Takeaway
Delayed quality oversight robs everyone: adjusters never learn from their mistakes, policyholders wait in limbo, and leadership is left to play damage control. Real-time oversight isn't just a nice-to-have—it's the difference between fixing problems in stride and being forced to live with them forever.
This is the second installment in our series Delivering Claims Results. In Part 3, we break down the gap between "system done" and "decision done right." Diaries, templates, and rules engines help keep work on schedule but fail to test the quality of the work. Without judgment in the loop, technology only accelerates the same mistakes. Don't forget to subscribe to The Elysian Era so you don't miss the next article. Follow Elysian on LinkedIn for more.
