The round was led by CMB International (via an investment fund under CMBI that focus on AI and frontier technology) and SMBC Asia Rising Fund (SARF, the corporate venture capital fund of Sumitomo Mitsui Banking Corporation), with participation from Krungsri Finnovate (CVC arm of Krungsri / Bank of Ayudhya, part of MUFG), Singtel Innov8, Hyundai Motor Group, and Charisma Partners. Earlier Series C participants include Bosch Ventures, MTR Lab, MDI Ventures, Gentree Fund, and Linear Capital.

Whale is an enterprise AI company building the AI Operating System for enterprise operations. Its platform - SpaceSight (physical space intelligence), Echo (voice and audio intelligence), Lume (content distribution), Alivia (intelligent agent and workflow execution), Harbor (knowledge management and compliance), and Novus (AI infrastructure and governance) - is built on Whale's proprietary Business World Model (BWM), an AI model designed for physical environments the way large language models were designed for text. Together, these products deliver a complete intelligence loop from physical sensing to autonomous execution across retail, automotive, F&B, manufacturing, financial services, healthcare, and fashion and apparel.