Mercury Report Builder: Operational Insight for Carriers
Why operational reporting drives outcomes
Insurance operations run on decisions: which risks to accept, which claims to fast-track, which accounts to pursue for recovery, and where backlogs are forming before they become customer-facing problems. Yet for many carriers, MGAs, and TPAs, the data needed to make those decisions is scattered across policy, billing, claims, and supporting documents. Even when that data is available, turning it into reliable operational insight can take too long.
Mercurys report builder is designed to close that gap. It gives teams a practical way to build, maintain, and iterate on reporting that reflects how their business actually runswithout relying on brittle one-off extracts or a constant queue of ad-hoc requests.
Where reporting breaks down in day-to-day execution
Most organizations have reportingbut not the kind that supports daily execution. Operational teams often need answers that are specific, time-sensitive, and grounded in current workflow status:
- Which claims are awaiting first contact beyond SLA?
- Which policies are pending underwriting review because required documents are missing?
- Where are payment exceptions increasing, and how quickly are they being resolved?
- How are cycle times changing by line, state, or adjuster team?
When the only option is a weekly dashboard that updates after the factor a spreadsheet that is manually stitched togetherleaders end up steering with a delay. In P&C operations, that delay becomes leakage: additional loss adjustment expense, missed recovery opportunities, increased call volume, and avoidable customer dissatisfaction.
Mercury report builder: built for policy + billing + claims visibility
Mercury is an accounting-based system that unifies core workflows that are often managed across separate tools. That matters for reporting. A metric that looks fine in isolation can become misleading if it ignores the financial or operational context attached to it. Mercury report builder helps teams create cross-functional views that are easier to maintain as processes evolve.
Common examples of cross-functional reporting include:
- Policy-to-claims correlations (loss frequency, severity, and claim types by program or underwriting tier)
- Billing and payments performance (open receivables aging, payment exception trends, and refund activity)
- Claims cycle time breakdowns (FNOL-to-contact, contact-to-coverage decision, decision-to-payment, and closure timelines)
- Workload and backlog monitoring (queues by team, adjuster, or claim segment with SLA flags)
The key is not just generating a report onceits being able to adapt it. When workflows change, regulations shift, or a carrier launches a new program, reporting needs to evolve quickly.
Turning static dashboards into operational KPIs
Operational KPIs are only useful when they are consistent and trusted. That means:
- Definitions are clear (everyone agrees on what counts as open, pending, closed, and reopened)
- Filters are intentional (line of business, state, program, segment, and timeframe are explicit)
- Data is timely (teams can act while work is still in motion)
With repeatable report views, teams can use the same KPI definitions for daily standups, weekly operational reviews, and monthly executive reporting. The goal is to reduce the distance between what happened and what to do next.
Practical use cases for carriers, MGAs, and TPAs
1) Claims leadership: cycle time and exception management
Claims leaders need to see where the process is slowing down and why. A single cycle time number is not enough; you need to separate normal work from exceptions and bottlenecks. Reporting that breaks down claims by stage, segment, and cause of delay helps target process changes and staffing decisions.
2) Underwriting operations: intake completeness and turnaround
For underwriting teams, the workload is influenced by submission quality. Reporting that highlights missing documentation, pending underwriting tasks, and turnaround times by source or program can reduce rework and help agencies submit cleaner files.
3) Finance and billing: receivables, refunds, and payment exceptions
Because Mercury supports PCI-compliant payment collection and digital refunds, finance teams can track where payment exceptions and refund activity are increasing. Combined with policy and claim context, finance can answer the why behind trendsnot just the totals.
4) Program managers and MGAs: portfolio performance
MGAs and program administrators need to understand how outcomes vary across partners and programs. Reporting that connects program attributes to operational KPIs helps identify where guidelines, rating, or claims handling practices should be tuned.
Designing reports people actually use
Many reporting initiatives fail because they aim for a perfect enterprise data warehouse first. A better approach is to start with decisions and workflows, then build reports that support them:
- Start with a decision: What action will someone take when they see the result?
- Define a KPI and its exceptions: What is good, what is bad, and what requires investigation?
- Build the simplest report that supports the action: Then iterate as needs evolve.
- Make it repeatable: If it is useful, standardize it and share it.
Mercury report builder helps operations teams move faster through this loop. Instead of waiting for a custom extract, teams can refine and expand reports as they learn what signals matter most.
Bottom line
If your teams are spending too much time collecting data instead of acting on it, Mercury report builder can help standardize operational KPIs across policy, billing, and claimsand keep those KPIs aligned as workflows evolve.
Want to see what reporting could look like for your organization? Quick Silver Systems can walk through common KPI patterns for carriers, MGAs, and TPAs and show how Mercury supports reporting that is built for day-to-day execution.