Whale brings its Series C to $100M to connect AI with physical operations

Whale has raised a $40 million extension to its Series C, bringing the total round to $100 million. The extension was led by CMB International and SMBC Asia Rising Fund, with participation from strategic investors including Singtel Innov8, Hyundai Motor Group and Krungsri Finnovate.

What happened

Whale develops an enterprise-AI platform that analyses information from cameras, sensors and workplace conversations. The system is designed to support store operations, compliance, employee coaching and automated workflows across physical locations. The company reports serving more than 1,600 enterprises across 45 countries and managing over 600,000 edge-AI nodes, although those figures are company-supplied.

Why it matters

Most enterprise-AI products focus on office documents, software development or customer-service chat. Whale is targeting a different layer: the operational environments where physical activity, frontline workers and sensor data intersect.

The bigger picture

The participation of telecom, banking and automotive investors may provide distribution advantages across industries that operate large physical networks. The core question is whether Whale can convert pilots and strategic partnerships into repeatable, high-margin software revenue. If it succeeds, the company could become part of a broader shift from AI that merely analyses information to AI that monitors and coordinates real-world operations.