Refund Intelligence · 2026 YTD

Refund Intelligence — 2026

Retention & Compliance Performance | January — September 2026

Ready to process

Upload the refund workbook

The dashboard reads Excel or CSV, keeps only Refund Invoice rows from January–September 2026, and builds the Retention Command Center. No helper columns required.

Drop .xlsx / .xls / .csv here

30-second brief

How much was refunded?

0
Refunds
0
Largest service
—
Highest month
—

Main stated reason

—

What should we investigate?

Export

Filtered extracts for the current view.

i
Total Refunds
—
i
Total Refunded Amount
—
i
Average Refund Value
—
i
Refund Transactions
—
i
Highest Refund Service
—
i
Top Refund Reason
—
i
Highest Refund Month
—
i
Number of Refund Reasons
—

Monthly refund performance

January–September. Zero months remain visible.

Month-over-month

Refunds by service

Refund amount by service

Board brief

Executive Insights

Calculated from the uploaded file. Each card separates fact, interpretation, and recommendation.

Fact Interpretation Recommendation

Refund Performance

Count and amount trends for the nine-month window.

Monthly refund trend

Refund amount trend

Service × Month heatmap

Click a cell to filter by service.

Services

BBC, BCC, CRM and any combined or other services kept separate.

Service × Reason matrix

Quarterly Intelligence

Q4 is shown as Not Available Yet and excluded from calculations.

Quarterly refund count

Quarterly refund amount

Refund Reasons

Exact reason texts after spacing cleanup only. Nothing is invented.

Reason profile

Count and amount by reason

Ranked line view of the top reasons. Hover a point to read the full reason text.

Volume

Refund count by reason

—

Financial impact

Refund amount by reason

—

Reason trend

Service × Reason heatmap

Pareto analysis

# Reason Count Amount % Count % Amount

Retention & Compliance Action Center

Drivers are operational hypotheses from the stated reason text. Causality is not claimed.

Reason / theme Service Count Amount Possible driver Recommended investigation Recommended action Suggested owner KPI

Refund Reduction Playbook

No financial savings are invented. Each initiative is tied to evidence in the current extract.

Refund Priority Matrix

High frequency / High impact
    High frequency / Low impact
      Low frequency / High impact
        Low frequency / Low impact

          Account Retention Portfolio

          Names come only from the file. Nothing is invented.

          Account ACC Refunds Amount Latest Top reason Service Trend

          Account Action Tracker

          Eight local slots stored in this browser via localStorage.

          Account Last contact Method Topic Service discussed Customer response Next follow-up Status Notes

          WhatsApp Outreach Center

          Account Opportunity Engine

          Flags appear only when the refund text or activity supports them.

          Data Quality

          Green is good, yellow is a warning, red is critical.

          Detected column mapping

          FieldSource column

          Quality checks

          CheckLevelDetail

          Why rows were excluded

            Other services

              Refund Intelligence

              Processing your file...

              Reading file...