Surf AI launched from stealth with $57 million in funding to address enterprise security teams’ struggle with fragmented tooling across cloud infrastructure, identity systems, applications, and internal platforms.

The agentic operations startup represents a shift from reactive security monitoring to autonomous hygiene management, where AI agents continuously identify exposures and execute remediation workflows at machine speed while maintaining human oversight and approval processes.

Security Operations Fragmentation Crisis

Enterprise security operations rely on multiple specialized tools that generate alerts and findings but leave remediation fragmented across different teams and systems. Organizations operating dozens of SaaS applications, identity providers, and cloud services face security responsibilities distributed across multiple internal teams, creating operational blind spots and delayed response times.

Seventeen of the world’s largest enterprise software companies committed to NVIDIA’s Agent Toolkit as part of Monday’s GTC 2026 announcement, marking the most significant consolidation move yet in AI agent infrastructure.

The mass adoption signals that enterprise agent deployment has moved from experimental to infrastructure-critical. Where companies once cobbled together language models, security layers, orchestration frameworks and runtime environments from different vendors whose products were never designed to work together, NVIDIA’s toolkit collapses that complexity into a unified platform optimized for autonomous agent operations at enterprise scale.

ORO Labs closed a $100 million Series C led by Goldman Sachs Growth Equity and Brighton Park Capital to accelerate agentic procurement orchestration for global enterprises. The round, which brings total funding to $160 million, follows 300% revenue growth as Fortune 500 companies deploy ORO’s AI-powered platform to transform procurement workflows that currently involve 20 million manual touchpoints annually at large enterprises.

The funding validates a fundamental shift in enterprise software architecture: from systems that generate data to systems that orchestrate intelligent action. With procurement representing $13 trillion in annual global spend but remaining largely manual and fragmented, ORO’s platform addresses what CEO Sudhir Bhojwani calls the “orchestration bottleneck” - the gap between powerful enterprise systems and the intelligent workflows needed to operate them at machine speed.