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Six Common KPI Mistakes to Avoid

Roman Pichler

” Solution-centric data : “We’re making great progress; we’ve implemented 50 more user stories, and velocity is up by eight points!” ” Sadly, the data above is not helpful to see clearly how much value the product is creating. 2 Wrong Product KPIs. Vanity metrics are used.

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Four Key Product Management Lessons from a Product Manager at Mailchimp

Alchemer Mobile

Whether you’re new to the product management field or a seasoned professional, it’s always valuable to learn from your peers’ lived experiences. While you can watch the full hour-long interview here , this post breaks down four of the key lessons we learned from Kendrick Wang, product manager at Mailchimp.

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F.E².A.R?—?The Return of the King?—?Data Driven Expectations and Validation

The Product Coalition

Data Driven Expectations and Validation Shot in Budapest in 2018 during our MBA trip Setting the Context Product Managers often start with an Outside-In perspective. KPI-1 : Cycle time reduction. Let’s define the next set of KPIs. KPI 2 : # Insurance Carriers using the solution? —?Hypothesis:

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How Champion Improved All Key Metrics by Using Data Insights

The Product Coalition

Fueled by product insights and strategy, the work exceeded every key metric. Written by Michael Agombar Many times, we see a client’s data collection methods to be lacking, in which case we create analytic tracking plans. However, data insights don’t get us all the way. When we jump into analytics, we have a few goals.

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Data Product Manager

ProductPlan

What Is a Data Product Manager? A data product manager (PM) focuses on product data management, which is the process of collecting, organizing, storing, and sharing data within an organization. . How Does a Data Product Manager Differ from a Traditional PM?

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Data-Science Observability For Executives

The Product Coalition

Why does management need to observe data-science-related KPIs? Observability for data-science (DS) is a new and emerging field, which is sometimes mentioned in tandem with MLOps or AIOps. New offerings are being developed by young startups to address the lack of monitoring and alerts for everything data-science.

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Product Marketing Analytics Data VS Marketing Analytics

Userpilot

Like any form of analytics, product marketing analytics is all about capturing key data and optimizing the customer experience using that data. Unlike marketing analytics which focuses on replicating marketing successes, product analytics focuses on improving the product. What is marketing analytics?