Back to Your Feed
5 Answers

Deepak Mukunthu
Salesforce Senior Director of Product, Einstein AI • June 29
While working on ML product/feature, there are 2 sets of metrics: 1. Product success metrics that product managers define. Purpose of the is to measure the business/product outcome you are trying to optimize for. Your standard metrics like customer adoption, usage, retention, satisfaction etc. f......Read More
348 Views

Suhas Manangi
Airbnb Group Product Manager • June 7
In addition to core business metrics that are improtant for a product success, below are the additional ones AI PMs obsess over to ensure the success upon launch doesn't regress over time. 1. Precision and Recall 2. False Positive 3. Model quality monitoring metrics based on where is the risk......Read More
615 Views

Rapha Danilo
Gong Director of Product • April 28
The same first principles actually still apply to AI PMs, but with an added dimension of complexity, which is that a generational paradigm/platform shift like AI requires a PM to re-think the benchmarks for what good looks like, consider the new types of outputs/inputs required, and the additiona......Read More
436 Views

Savita Kini
Cisco Director of Product Management, Speech and Video AI • March 4
Metrics are an interesting question. This really depends on the type of product we are building that leverages ML. Since ML can be use for example in electronic records, sales workflows, computer vision type use cases or speech / audio use cases some of which I am familiar with -- we can break it......Read More
290 Views

Savita Kini
Cisco Director of Product Management, Speech and Video AI • May 10
There is no one "metric" that ML Product Teams will use to define success. It entirely depends on what is the "ML" used in the context of a feature or product. Typical metrics might include * Quality improvements achieved via ML implementation vs traditional algorithmic implementations * U......Read More
156 Views
Related Ask Me Anything Sessions

Gong Director of Product, Rapha Danilo on AI Product Management
April 27 @ 11:00AM PST

DocuSign Senior Director of Product, AI/ML Platform, Deepak Mukunthu on AI Product Management
June 28 @ 10:00AM PST

Airbnb Group Product Manager, Suhas Manangion AI Product Management
June 7 @ 10:00AM PST