Side-by-side comparison of AI visibility scores, market position, and capabilities
Davis CA universal identity security platform; raised $18M+; detects identity-based threats across cloud control planes and human and machine identities.
Permiso is a cloud identity security company founded in 2021 and headquartered in Davis, California. The company was founded by Paul Nguyen and Ian Ahl, former security leaders from FireEye, Mandiant, and Amazon, to address the rapid growth of identity-based attacks in cloud environments. As organizations moved workloads to the cloud, the cloud control plane — the APIs and IAM systems that manage cloud infrastructure — became a primary attack target. Attackers who compromise cloud credentials can provision malicious infrastructure, exfiltrate data, or pivot laterally across cloud accounts without triggering traditional network-based detection.\n\nPermiso raised $18 million in seed and Series A funding from investors including Base10 Partners, Work-Bench, and Okta Ventures. Its platform analyzes activity from cloud identity providers and control planes — AWS CloudTrail, Azure Activity Logs, GCP Audit Logs, Okta, and others — to build behavioral models for every human user and machine identity. When an identity behaves in an anomalous way, such as an IAM role making API calls it has never made or a user accessing services outside their normal patterns, Permiso generates an alert with full context about what happened and what resources were affected.\n\nPermiso's Universal Identity Graph correlates activity across multiple cloud environments and identity providers into a single timeline per identity, enabling analysts to trace attack chains across organizational boundaries. The platform is particularly valuable for detecting techniques used in sophisticated cloud attacks such as credential theft, IAM privilege escalation, persistence via new IAM roles, and lateral movement between cloud accounts. Permiso also provides a free cloud investigation tool called CloudGrappler used by threat intelligence researchers.
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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