Insights
Field notes on shipping AI inside real systems.

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Hey Andy: A Voice-Commanded App that Helps Drivers Connect and Liven Up Their Ride
Hey Andy is a 100% voice commanded app that connects people, especially while they are driving, based on shared interests through conversation topics and recorded audio messages.
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How We Converted the Expectations of 30+ Stakeholders Into a Unified Product Vision and Roadmap
We recently conducted an on-site product inception workshop at Agmen's headquarters in Thousand Oaks, California, to create a unified vision of the product.

How to Use Machine Learning for Sentiment Analysis with Word Embeddings
There are different ways of using machine learning to predict the sentiment of a sentence. In this article, I use convolutional neural networks and word embeddings to predict the sentiment of Amazon reviews.

Stakeholder Analysis: Another Key Piece of Product Inception
In this second installment of the Product Inception Series, we explore the various techniques we use to conduct a thorough Stakeholder Analysis, including Stakeholder Mapping and Trade-Off Sliders.

The Product Vision Board: The First Step to Discovering a Successful Software Product
We explore the Product Vision Board. Read on to find out more about defining your product vision and starting off the product inception phase on the right foot.

Hello sophilabs, welcome to NYC!
We are thrilled to announce that sophilabs has expanded to Brooklyn, NY! Our new office is located in a popular co-working space in the DUMBO neighborhood of Brooklyn and is home base to a group of developers.

Building Blocks of an Agile Transformation: Develop & Execute a Framework of Small, Continuous Improvements
It can be tricky to decide on which processes and practices could better help an organization to stay on-track and thrive through its envisioned growth roadmap.