About Bazaarvoice
Bazaarvoice powers user-generated content and product reviews for some of the world’s largest online retailers and brands. Its 20-year-old global SaaS platform handles millions of reviews, images, and Q&A threads daily. The architecture is expansive and interconnected, which makes cloud cost visibility a persistent challenge.
To address this, one of Bazaarvoice’s business units partnered with Finout to build client-level unit economics dashboards. The effort sharpened FinOps reporting clarity and accessibility, and set the stage for wider adoption across the organ.
The Challenge: manual reporting and visibility gaps
“Unit economics reporting was an exercise in monthly Excel spreadsheet tracking panic. We didn’t have a way to tie cost to business value in real time.”
Nicolas Guerra | Sr. Cloud FinOps Analyst
Before Finout, unit economics at Bazaarvoice was a manual, spreadsheet-driven process. The team's prior FinOps tooling lacked support for AWS cost categories, forcing teams to duplicate work and hand-build rules just to maintain basic reporting.
Metrics were calculated monthly. There was no granularity into daily changes, no view into project-level trends. Teams could not tell healthy cost growth from wasteful spikes. Decisions stayed reactive, and uncertainty around performance kept piling up.
Why Finout?
After evaluating their options, the Bazaarvoice Cloud FinOps team chose Finout for four reasons:
- Native AWS cost category support, eliminating hours of manual rework and duplicated logic.
- Virtual Tags, which closed coverage gaps where legacy services could not be tagged at the source.
- Daily granularity, replacing a monthly cadence with always-current dashboards engineering and finance could both trust.
- Configurability, so each team could build personalized views of cost in the format most useful to them.
The Solution: daily unit economics and team enablement
The Cloud FinOps team focused on one of Bazaarvoice’s smaller business units and built CPM (cost per thousand sessions) dashboards tied to actual client activity, with daily updates.
Finout’s built-in support for AWS cost categories eliminated hours of manual rework. Virtual Tags filled in coverage gaps where legacy services could not be tagged. Unit economics dashboards gave management a real-time view to pivot and optimize spend in the moment.
Watching how cost per unit reacted to fluctuations in volume gave the FinOps team something they had never had before: a clear read on cost behavior. That insight now feeds more accurate hosting cost models and sharper pricing decisions.
“Within weeks, the team was exploring CPM dashboards, transforming how they prioritized optimizations. Building client-level unit economics in a couple of days was unthinkable before Finout. Now it drives conversations about efficiency.”
Nicolas Guerra | Sr. Cloud FinOps Analyst
In this business unit, Bazaarvoice achieved 100% granular allocation of AWS spend by client, linking specific data consumption and behavior to individual customers. Engineering Directors now use CPM metrics to set strategic targets and ensure every action drives margin growth.
The transformation: from reactive reports to proactive forecasting
Daily unit economics in Finout means the FinOps team spends its time on strategic optimization and planning, not reconciliation.
Finout helped accelerate FinOps maturity at Bazaarvoice across multiple dimensions. The team established unified allocation rules across vendors and used existing cloud-native tools (such as cost categories) to avoid duplicated work.
- Unit economics build time: dropped from 4 to 6 weeks to 1.5 weeks.
- Reporting granularity: improved from monthly to daily.
- Team enablement: every team can build personalized dashboards that visualize cost in the way most relevant to them.
- Budget management: import and export flows streamlined updates, eliminating manual re-entry.
With data updating daily and visible at a per-client level, Bazaarvoice teams can tie cloud cost directly to business value, and use that clarity to make confident, targeted decisions.
Looking ahead: scaling strategy with FinOps
With Finout, the Cloud FinOps team turned complex reporting into a real-time engine for business and technical alignment. And this is just the foundation.
The next phase of FinOps at Bazaarvoice centers on expanding the scope and precision of unit economics:
- System-level metrics: introducing cost-per-output KPIs across all services and microservices.
- Full vendor onboarding: integrating other vendors and AI workloads for unified spend visibility.
- Engineering-led forecasting: shifting ownership of budget projections to the teams closest to the work.
“Unit economics has become the North Star of the Bazaarvoice Cloud FinOps journey, guiding investments, pricing, and innovation.”
Nicolas Guerra | Sr. Cloud FinOps Analyst
