Whale raises $40M to expand enterprise AI operations

Whale closed a $40 million Series C3 extension, lifting its Series C total to $100 million as the company scales deployments across North America and APAC. The Singapore-based enterprise AI company says the new capital will help it expand platform integrations and turn on-the-ground operational data into decision-ready intelligence for global customers.

Why it matters: - Whale is positioning its AI platform as infrastructure for enterprise operations, not just software tools. - The new funding supports wider deployment across regions and industries where companies want faster decisions from physical-world data. - Whale already works with 1,600+ enterprises in 45+ countries and manages 600,000+ edge AI nodes globally, giving the company a meaningful installed base.

What happened: - Whale raised a $40 million Series C3 extension, bringing its total Series C financing to $100 million. - The round was led by CMB International and SMBC Asia Rising Fund. - Krungsri Finnovate, Singtel Innov8, Hyundai Motor Group, and Charisma Partners also participated. - Earlier Series C investors included Bosch Ventures, MTR Lab, MDI Ventures, Gentree Fund, and Linear Capital. - Whale announced the financing on July 22, 2026. - Whale is headquartered in Singapore and has a growing base in North America.

The details: - Whale says the capital will help it scale global enterprise AI deployments and expand platform integrations. - The company says it uses its proprietary Business World Model to turn unstructured operational data into decision-ready intelligence. - Whale said the Series C3 extends its reach across North America and APAC, with MENA and Europe next. - Founder and CEO Jerry Ye said the raise is about advancing the company’s existing work by scaling teams globally. - Whale’s platform connects online data with physical environments through SpaceSight, Echo, Lume, Alivia, Harbor, and Novus. - SpaceSight focuses on vision intelligence. - Echo focuses on sales conversation analytics. - Lume supports content distribution. - Alivia supports intelligent agents and workflow execution. - Harbor covers knowledge management and compliance. - Novus covers AI infrastructure and governance. - Whale said its products serve retail, automotive, food and beverage, manufacturing, financial services, healthcare, and fashion and apparel.

Between the lines: - The investor mix points to a thesis that enterprise AI value is shifting from chat and content generation to operational execution. - Strategic backers from banking, telecom, manufacturing, and mobility suggest Whale is selling into industries where physical operations matter as much as digital workflows. - Whale’s emphasis on “perception-cognition-execution” signals a push to own the full loop from sensing what happens on the ground to triggering actions. - The company’s framing around stores, showrooms, and facilities suggests it is targeting real-world environments where AI can measure, analyze, and automate work.

What's next: - Whale plans to deepen its North American and APAC footprint. - The company also expects to expand into MENA and Europe. - Whale will continue building integrations around its enterprise AI operating system and Business World Model. - Strategic investors said they expect to support the company’s next phase of growth across industries and regions.

The bottom line: - Whale has moved from a growth-stage fundraise to a larger platform story: using enterprise AI to convert physical operations into measurable decisions at scale.