Insights Reporting and Data

Dispute Performance and Risk, Visible in Real Time

Insights gives leaders a clear view into dispute volume, financial exposure, execution performance, and emerging risk—without manual reporting or disconnected data. Turn dispute activity into operational and financial signals teams can act on every day.

Open Cases
1,204
▼ 6% vs last month
$ In Dispute
$2.4M
▼ 3%
Approaching Deadline
38
▲ 5
Overdue
4
▼ 2
Recovery Rate — Trailing 6 Months

Counts Don’t Reveal Financial and Compliance Risk

Most dispute reporting focuses on counts, not consequences.

Leaders may know how many cases are open, but lack clear visibility into financial exposure, deadline risk, loss and recovery trends, and whether team capacity can keep pace with incoming volume. Without real-time, system-backed reporting, issues surface only after deadlines slip or losses increase.

Insights closes that gap with real-time, system-backed reporting — so issues surface early, not after deadlines slip or losses increase.

Insights
01

Dispute Dashboard: Daily Performance at a Glance

Insights includes a Dispute Dashboard that provides a real-time view of dispute operations.

Leaders can track:
  • Daily dispute volume
  • Total dollars currently in dispute
  • Cases approaching deadlines
  • Overdue cases requiring attention

This gives operations and compliance teams immediate visibility into where risk is building — without waiting for reports.

Dispute Dashboard
Daily Volume
142
$ In Dispute
$2.4M
Approaching
38
Overdue
4
02

Loss and Recovery Visibility

Insights tracks financial outcomes across disputes to show where money is being lost and recovered.

Teams can monitor:
  • Loss trends by case type or program
  • Recovery performance over time
  • The financial impact of execution decisions

This allows leaders to focus improvement efforts where they will have the greatest financial effect.

Recovery Trend
03

Chargeback Reporting Built In

Insights includes dedicated chargeback reporting tied directly to dispute activity.

Teams can see:
  • Chargeback volumes and outcomes
  • Recovery status
  • Trends across networks, programs, or time periods

Chargeback data stays connected to the dispute lifecycle instead of living in separate reports or systems.

Recovery by Network
Visa78%
Mastercard74%
STAR69%
04

Team Performance Reporting

Insights provides visibility into how dispute teams are performing.

Leaders can analyze:
  • Case throughput by team or processor
  • Timeliness and deadline adherence
  • Variations in execution across teams

This helps managers identify bottlenecks, coaching needs, and performance gaps before they impact compliance or customer outcomes.

Throughput by Processor
05

Staffing Projections Based on Real Workload

Insights supports team staffing projections based on actual dispute volume and handling patterns.

Leaders can:
  • Anticipate staffing gaps
  • Plan for seasonal or program-driven volume changes
  • Align resources with expected workload

Staffing decisions become data-driven rather than reactive.

Staffing Projection
Today
06

Custom Exports When You Need Them

While Insights reduces the need for manual reporting, it also supports custom exports when data needs to be shared externally.

Exports allow teams to:
  • Support executive or board reporting
  • Respond to ad hoc analysis requests
  • Share data with partners or regulators

Exports are generated from the same system-backed data used for execution and oversight.

Export Center
CSV
Recovery by Program
PDF
Board Summary Report
XLS
Chargeback Detail
Export Selected

Frequently Asked Questions

Is Insights a General BI Tool?

No. Insights is purpose-built for dispute operations and reporting.

Can Insights report across multiple programs or portfolios?

Yes. Insights supports multi-program, multi-portfolio reporting with filtering and comparison.

Does Insights replace spreadsheets and manual reports?

Yes. Insights delivers the reporting dispute teams need without manual assembly.