recommendation-engine
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The Insurance Broker That Turned Itself Into an API
Born inside the world's largest independent broker, Mylo spent a decade turning insurance advice into software other companies can plug in. Here is how a Kansas City team quietly became the insurance layer behind small-business platforms.
Netflix
Netflix escaped the red-envelope era by learning to replace its own best idea. Now it is turning a streaming subscription into a wider entertainment system - one built from stories, software, live moments, games and advertising.
Pam Dillon
Pam Dillon is the co-founder and CEO of Preferabli, a sensorial artificial intelligence platform that teaches software to taste. A former senior technology banker at Goldman Sachs turned serial inventor, she and co-founder Andrew Sussman launched the company (originally Wine Ring) over a decade ago on a hunch that smartphones would change how people discover wine. Today Preferabli pairs the world's largest assembled group of Masters of Wine and Master Sommeliers with machine learning built by PhDs in physiology and applied mathematics, cataloging more than 800 sensory characteristics to power personalized recommendations for the wine, beer, and spirits industries. Dillon holds 11 patents in AI, was named by Goldman Sachs among its 100 Most Intriguing Entrepreneurs, and calls this 'the most fascinating work I have ever done.'
TigerGraph
TigerGraph is a Redwood City-based software company building a native, massively parallel graph database and analytics platform designed to find patterns across deeply connected data in real time. Founded in 2012 by Dr. Yu Xu, it powers fraud detection, anti-money laundering, customer 360, recommendation engines and, increasingly, the relationship-intelligence layer behind enterprise AI and GraphRAG. Its cloud-native platform, TigerGraph Savanna, lets organizations query trillions of edges with the GSQL query language across AWS, Azure and Google Cloud.
Preferabli
Preferabli is an AI-driven B2B2C product discovery and recommendation software platform for wine, beer, spirits and other sensory consumer products. Formerly Wine Ring, the company pairs proprietary, patented machine-learning models with the world's largest assembled group of Masters of Wine and Master Sommeliers to predict what an individual will actually like - then plugs that prediction into retailers, hotels and merchants across roughly 100 countries.
Marcos Martinez
Marcos Martinez is the CTO and Co-Founder of Fligoo, a San Francisco-based AI company building intelligent recommendation and predictive analytics solutions for financial institutions. Born in Córdoba, Argentina, he co-founded Fligoo in 2012 after earlier stints in software development. Under his technical leadership, Fligoo evolved from a social-graph gift recommendation engine into a WealthTech platform serving major institutions including Mastercard, Broadridge Financial Solutions, and Wells Fargo. Fligoo was named to the WealthTech100 in 2024 and has raised over $17M in funding, including a Series A round in 2020.
Libby Roin
Libby Roin is the CEO of Goodreads, the world's largest social reading platform with over 150 million members. A Boston College English major turned MIT Sloan MBA, she spent nearly a decade building her way up through Goodreads product teams before taking the top job in January 2022. Along the way she founded Polk Street Press, a children's interactive app studio, and raised over $10 million for Teach for America. She grew up one of seven kids in Oklahoma - daughter of a police officer and a schoolteacher - and brings a pragmatic, community-first sensibility to one of the internet's most beloved book destinations.