Side-by-side comparison of AI visibility scores, market position, and capabilities
Nucleus Security is a vulnerability management platform that aggregates scanner data, prioritizes risk by business context, and orchestrates remediation workflows for security teams.
Nucleus Security is a cybersecurity company headquartered in Sarasota, Florida that provides a vulnerability management platform designed to solve the aggregation, prioritization, and orchestration challenges that security teams face when managing vulnerability data from multiple scanning tools across complex enterprise environments. The core problem Nucleus addresses is that most organizations run several vulnerability scanners — Tenable, Qualys, Rapid7, Checkmarx, Veracode, and others — that produce overlapping, duplicate, and inconsistently formatted findings across network infrastructure, web applications, containers, and cloud resources, creating a combined vulnerability backlog of tens of thousands of items that security teams cannot effectively prioritize or track to remediation without a platform to consolidate and contextualize the data.
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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