Whale Raises $100M for Enterprise AI Operating System

Singapore-based Whale has significantly bolstered its war chest, concluding a substantial Series C funding round totaling $100 million. The latest tranche, a $40 million Series C3 extension, was spearheaded by prominent investors CMB International (through a dedicated AI and frontier technology fund) and SMBC Asia Rising Fund, the venture capital arm of Sumitomo Mitsui Banking Corporation. This infusion of capital underscores strong investor confidence in Whale's vision for an integrated AI Operating System (AIOS) designed to bridge physical and digital enterprise operations.

The comprehensive Series C financing also saw participation from a robust syndicate including Krungsri Finnovate (the CVC arm of Krungsri/Bank of Ayudhya, part of MUFG), Singtel Innov8, Hyundai Motor Group, and Charisma Partners. Previous backers such as Bosch Ventures, MTR Lab, MDI Ventures, Gentree Fund, and Linear Capital also contributed to the earlier stages of the Series C, demonstrating sustained support for the company's ambitious growth trajectory.

At the core of Whale's offering is its proprietary Business World Model (BWM), an advanced AI trained to interpret real-world signals from diverse sources like cameras and sensors, mirroring how large language models process textual data. This sophisticated model has been under development for seven years, a factor repeatedly highlighted by investors as a critical differentiator in the competitive enterprise AI space. The platform currently serves over 1,600 enterprises across more than 45 countries, spanning critical sectors such as retail, automotive, food and beverage, manufacturing, and financial services, while managing an impressive 600,000-plus edge AI nodes globally.

Whale's AIOS is structured around six integrated products, creating a full-stack intelligence loop. These include SpaceSight for real-time operational insights from visual and IoT data, Echo for analyzing frontline sales interactions to drive coaching, Lume for AI-powered content distribution, Alivia for workflow automation, Harbor for knowledge management, and Novus for AI infrastructure governance. This integrated approach allows businesses to transform unstructured operational data into actionable intelligence, addressing the growing challenge of rising operational costs and the imperative to leverage data effectively.

The newly acquired funds are earmarked for aggressive global expansion, with immediate focus on scaling operations in North America and the Asia-Pacific region. Future expansion plans include penetrating markets in the Middle East, North Africa, and Europe. Whale intends to strategically grow its international teams, cultivate deeper enterprise partnerships, and enhance platform integrations with localized infrastructure to better serve diverse market needs. This strategic deployment of capital aims to solidify Whale's position as a leader in providing tangible business impact through AI-driven operational intelligence.

The enterprise AI market is experiencing robust growth, driven by the increasing demand for automation, efficiency, and data-driven decision-making across industries. Companies like Whale, which offer comprehensive solutions that connect physical operations with digital intelligence, are well-positioned to capture significant market share. The ability to derive actionable insights from real-world data is becoming a key competitive advantage, making Whale's BWM technology particularly relevant in today's business environment.