Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $15M seed (Jul 2025) led by Nat Friedman (NFDG) with Emergence Capital and Anthropic co-founder Ben Mann. First-mover in AI agent insurance and safety certification.
AIUC (Artificial Intelligence Underwriting Company) is creating a new insurance category — coverage for enterprise AI agent deployments — by bundling AI safety audits, operational risk standards, and liability coverage for organizations running autonomous AI agents in production. The company raised $15 million in seed financing in July 2025, led by Nat Friedman (NFDG, the fund formed by GitHub's former CEO), with Emergence Capital and Ben Mann (Anthropic co-founder) as co-investors.
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.
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