Side-by-side comparison of AI visibility scores, market position, and capabilities
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
SF SaaS-focused email marketing platform at $731K monthly revenue Oct 2024 with only 3 employees; $3.7M Craft Ventures/SV Angel-backed competing with Customer.io for product-led growth email automation with native Segment/Mixpanel event integration.
Loops is a San Francisco-based email marketing platform built specifically for SaaS companies — backed with $3.7 million in total funding led by Craft Ventures with participation from Altman Capital, SV Angel, Liquid2, Soma Capital, Box Group, and Twenty-Two Ventures — providing software-as-a-service startups and growth-stage companies with an email platform purpose-built for product-led growth workflows: transactional email delivery, product-triggered automation sequences, newsletter campaigns, and user lifecycle marketing designed around how SaaS products acquire, activate, and retain users. Founded in 2022 by Chris Frantz and Adam Kaczmarek, Loops reached $731,400 in monthly revenue in October 2024 with only 3 employees — a $2.9 million annualized revenue run rate reflecting exceptional capital efficiency for a bootstrapped-mindset SaaS built on minimal venture funding.
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