Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $105M Series C (Aug 2025) from Morgan Stanley 1GT and Springcoast Partners. Protects $1.4T in cargo. 99.9% shipment protection rate. Clients: Microsoft, Dyson, Bristol Myers Squibb.
Overhaul is the dominant platform for in-transit supply chain risk management, providing real-time cargo visibility, security monitoring, and risk intelligence for high-value and sensitive shipments. The company raised $105 million in Series C financing in August 2025 from Morgan Stanley 1GT and Springcoast Partners, protecting $1.4 trillion in cargo with a 99.9% shipment protection rate for anchor clients including Microsoft, Dyson, Bristol Myers Squibb, and CEVA Logistics.
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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