AI Analytics Improves Health Underwriting by 29%

- Merit Medicine, though not an NYC startup, is an Austin-based company founded in 2022 by Ali Panjwani, who has a background at Genentech and other biotech firms. The company raised a $2 million seed round led by LiveOak Ventures to apply AI insights to the employer-sponsored health insurance market. - The NYC startup ecosystem has a number of AI-driven health tech companies that are actively hiring. For instance, Y Combinator-funded startups like Rovi Health, which uses AI agents to analyze clinical data for concierge care, and Prosper, which builds AI phone agents for healthcare providers, are based in New York and are expanding their teams. Other active companies in the space include Clarion, which is creating an AI communication layer for healthcare, and Understood Care, which leverages AI to assist with patient advocacy for Medicare patients. - For engineers looking to transition from enterprise roles, there are stories of those who have successfully built side businesses in NYC. One software engineer at a major fintech company in the city earns over $15,000 a month from side hustles that include building custom AI and web agents for various industries and developing his own "agentic SaaS" products. He started by building sneaker bots and now creates automation tools for small businesses, spending about 6-8 hours a month on one of his agent-building businesses. - The fundraising environment in NYC for early-stage AI and SaaS startups is active, with both angel investors and venture capital firms specializing in these areas. Angel investors like Jason Finger, co-founder of Seamless, and Joanne Wilson are known for backing SaaS and consumer tech startups. For venture capital, firms like Primary Venture Partners focus on early-stage companies in New York, while angel groups such as New York Angels invest in sectors including SaaS, Fintech, and AI. - A blueprint for a successful pivot from a consumer-facing idea to a vertical SaaS company can be seen in the founding of Plaid. Initially, founders Zach Perret and William Hockey set out to build consumer financial management tools in New York in 2012. They encountered significant challenges in connecting to banks and pivoted to create a unified banking API, which became the core of their business, eventually leading to a multi-billion dollar valuation. - For technical founders looking to pitch their ideas, NYC offers events like "The Startup Pitch: Demo Showcase" where early-stage startups can present their products to other founders, engineers, and investors. This provides a platform to get direct feedback on a demonstrable product rather than just a pitch deck. - For those interested in the technical foundations of AI agents, popular frameworks used by developers include LangChain for its modular, open-source nature, and OpenAI's Agents SDK for building GPT-centric assistants. For more complex, multi-agent systems, frameworks like AutoGen and CrewAI are gaining traction for their ability to orchestrate collaboration between different AI agents. - The impact of AI is being felt across various sectors in the NYC economy, particularly in finance and healthcare. In finance, AI is being used for everything from credit decisioning to automating workflows for corporate finance teams. In healthcare, beyond underwriting, AI is being applied to tasks like automating prior authorizations, managing patient referrals, and even in the drug discovery process, with several YC-funded startups in NYC focusing on these areas.