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AWS Billing, internal tooling rollout

River Adoption Dashboard

Adoption was being debated with broad reminders. I built a reporting process that showed exactly where the breakdowns were happening — and adoption reached 98% in three weeks.

OperationsProcess Improvement

The Problem

AWS Billing launched River to standardize how Customer Service representatives submitted tickets. Leadership knew adoption was lower than expected, but no one could explain where the breakdowns were occurring. Without visibility, every discussion ended with broad reminders instead of targeted improvements.

Approach

Find the signal in the data

I started by identifying the data that distinguished River-generated tickets from standard tickets. Once I found it, I combined ticket data with employee, manager, department, and regional information to build a reporting process that showed exactly where adoption was succeeding and where it wasn’t.

Segment the picture

Instead of reporting a single adoption percentage, I created reporting by manager, region, department, and receiving team so leaders could see where coaching was needed. I also created a feedback process that allowed Customer Service representatives to report workflow issues directly to the River product team, giving both operations and engineering better visibility into improvement opportunities.

Results

Adoption reached 98% in three weeks

  • Leadership shifted from broad reminders to targeted coaching.
  • Reporting became repeatable and largely automated.
  • Established an operational feedback loop with engineering.

Each one is written the same way: the problem as it appeared, the approach I took, what resulted, and what I would carry forward.

  • The real problem wasn’t adoption. It was visibility. Once people could clearly see where adoption was breaking down, they knew exactly where to focus.
  • Without visibility, coaching becomes generic. Once the data showed where adoption was breaking down, leaders knew exactly where to focus.

Summary

Role
Program Manager
Business
AWS Billing
Duration
3 weeks
Focus
Operations • Process Improvement • Analytics
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Laura Barry — Operations & Program Management