Automat vs Deepnight
Side-by-side comparison of AI visibility scores, market position, and capabilities
US YC W23 AI-enabled RPA with ChatGPT computer vision; $19.25M total ($15.5M Series A Nov 2025, $3.75M Initialized/Khosla seed) automating banking/insurance legacy workflows competing with UiPath and Automation Anywhere for AI-native modern RPA.
About
Automat is a United States-based AI-enabled robotic process automation (RPA) platform — backed by Y Combinator (W23) with $19.25 million in total funding including a $3.75 million seed from Initialized Capital, Khosla Ventures, and Y Combinator, plus a $15.5 million Series A in November 2025 — providing enterprises in banking, financial services, and insurance with AI agents that automate computer-based workflows using ChatGPT-powered computer vision and natural language instructions, positioning as the intelligent modern alternative to legacy RPA tools (UiPath, Automation Anywhere, Blue Prism) that require brittle script-based automation for every workflow variation. Founded in 2023, Automat targets the legacy software replacement opportunity across industries where 30+ year-old mainframe and desktop applications are still required for daily operations.
SF YC W24 AI night vision software outperforming L3Harris using $50 smartphone cameras; $6M total ($5.5M Initialized seed Feb 2025) with $4.6M govt contracts (Army/Air Force) in first year competing for military low-light imaging.
About
Deepnight is a San Francisco-based defense technology company — backed by Y Combinator (W24) with $6 million in total funding including a $5.5 million seed in February 2025 from Initialized Capital plus $500,000 from Y Combinator — providing the US military and defense contractors with AI-powered night vision software that combines low-light cameras with novel AI image processing algorithms to achieve superior performance versus L3Harris night vision systems at a fraction of the cost using standard smartphone camera hardware. Founded in 2023 by ex-Google engineers Lucas Young and Thomas Li, Deepnight secured $4.6 million in government contracts in its first year of operations, including a US Army contract within one month of joining YC and subsequent contracts with the US Air Force, Sionyx, and SRI International.
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