ROI Analysis Advances Power Protection Equipment Provider’s Marketability in the Industry
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- Collected and merged machine listing data with nearly 200k service call records over an 8-year period, turning several sources of data into an analysis database which had been previously unavailable internally to our client.
- Derived new data fields to enable quick insights and ad-hoc analysis to be performed.
- Worked with the client to identify sources of noise in the data that were previously muddying the ability to perform robust A/B testing, and narrowed the scope of focus to a true apples-to-apples comparison of machine performance with and without our client’s power protection equipment.
- Analyzed regular and emergency service calls, as well as 9 subcategories of service calls, to determine the percent reduction in calls – and therefore overhead costs – associated with using our client’s technology to protect office equipment from power failures and other electrical issues.
- Provided results over a 3-year period, with associated levels of confidence/margins of error, solidifying our client’s credibility in the RFP process and subsequent white papers.
- Proved a 35% reduction in service callsusing our client’s equipment overall, with a 40% reduction in the higher-end equipment segments.
- Proved a 46% reduction in Emergency service calls using our client’s equipment overall, with a 53% reduction in the higher-end equipment segments.
- Identified the top 3 most impactful subcategories for call reduction, with a 68-80% reduction in calls in these subcategories.
- Identified a 4.5% productivity increase (measured in pages-per-service-call) using our client’s equipment