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.
Dubai UAE YC W23 Rippling-for-MENA HR/payroll at $100M+ annual payroll across 50 countries with 10x revenue; $16M total ($12M Picus Series A Oct 2025 + $4M Afore/YC seed) competing with Bayzat for MENA multi-country workforce management.
Cercli is a Dubai, UAE-based HR and payroll platform for the Middle East and North Africa — backed by Y Combinator (W23) with $16 million in total funding including a $4 million seed in September 2024 led by Afore Capital with Y Combinator, COTU Ventures, and Rebel Fund (with angels from Ramp, Rappi, Kitopi, Careem, and Rippling), plus a $12 million Series A in October 2025 led by Picus Capital — providing businesses operating across MENA and globally with a Rippling-style workforce management platform purpose-built for the region's multi-country payroll complexity, processing $100+ million in annual payroll across 50 countries and achieving 10x revenue scaling. Founded to address the absence of a modern, unified HR stack for MENA-headquartered companies, Cercli delivers AI-native payroll with agent-compatible architecture for the region.
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