Amazon Web Services Startups

Twitch Highlights was a SaaS tool that automatically analyzed live Twitch streams and created short highlight videos of the most interesting moments, inspired by NBA highlight reels. Two Israeli developers quit their jobs and spent 8 months building sophisticated computer vision algorithms to detect game victories and viewer engagement spikes, but ultimately failed because they couldn't build an audience or find beta testers, running out of savings without acquiring any paying customers.

TBH was a viral polling app that allowed teens to give each other anonymous positive feedback. After 15 failed app launches over 4-5 years, Nikita Beer's team finally hit product-market fit with TBH, which reached 360,000 installs per day at its peak and was the #1 app in the United States within 9 weeks. The app was acquired by Facebook for over $30 million.

Tweet Jukebox is a content distribution system launched by Tim Fargo in February 2015 to solve his own pain point of managing frequent tweets for marketing purposes. The product grew to 16,000 users by the time of this interview, with approximately 150,000 tweets distributed daily, operating on a free model before planned paid tiers launching in 2016 at $9.99/month entry level.

iSideWith is a political information platform that uses an engaging quiz format to match voters with political candidates and issues. Founded by Taylor Peck and an engineer co-founder, the platform went viral on Facebook, reaching over 25 million quiz takers in four years through organic sharing, with 1.5 million new completed quizzes per month. While currently generating modest revenue (~$10k/month from Google AdSense), Taylor is building toward monetization through sponsored candidate communication tools and email-based campaign offerings.

Hire Mojo is a bootstrapped SaaS recruiting automation platform founded by serial entrepreneur John Younger in January 2015 as a spinoff from his recruitment process outsourcing company Acolo. The platform uses a recruiter bot and gamified 'mojo points' system to help companies fill jobs without recruiting expertise, targeting the 6 million open US job positions. With 200 customers, ~$180k MRR (up 3x from $60k a year prior), 90%+ renewal rates, and a lean 10-person team in San Francisco, the company is growing 8-12% monthly through word-of-mouth referrals.

Austin Artificial Intelligence is a data science, ML, and AI services firm founded by Robert Corwin in 2021 after he left the hedge fund space. The company operates a packaged services model, deploying pods of data scientists (typically a senior data scientist, mid-level engineer, and junior resources) to solve business problems for clients in technology, financial, and industrial sectors. They raised an angel investment from Silicon Partners in 2021 and are currently working with seven customers, focusing on practical business results rather than selling frameworks as panaceas.