Beyond the Hype: Real Spending Data Crowns Novita AI a Leader in AI

SAN FRANCISCO, CA – March 24, 2026 – In an artificial intelligence market saturated with bold claims and speculative valuations, a new report is cutting through the noise by following the money. Novita AI, a platform focused on AI inference and agentic applications, has been named a top AI infrastructure vendor on Ramp's February 2026 trending software list. This distinction is not based on analyst opinion or marketing buzz, but on the actual, aggregated spending data from over 50,000 businesses using Ramp’s corporate card and bill payment platform.

The recognition places the San Francisco-based company in the company of other trending AI infrastructure firms like Cerebras, Crusoe, Clarifai, Modal, and Runware, signaling its growing footprint in a fiercely competitive sector. For developers and businesses navigating the AI landscape, this data-driven validation offers a clear signal of market trust and real-world utility.

From Hype to Hard Currency: The Significance of Spending Data

The credibility of Ramp's rankings lies in its unique methodology. By analyzing real-time expenditure, the list provides an unfiltered view of which tools businesses are willing to pay for to gain a competitive edge. In the AI industry, where promises often outpace performance, such tangible data is a rare and valuable commodity.

"When you see where the dollars are actually flowing, you get a much more honest picture of the market," noted one industry analyst focused on B2B software trends. "It’s a direct measure of adoption and trust. A company can have the best marketing in the world, but if businesses aren't swiping their cards for the service, it's just noise."

This form of validation is particularly crucial for the AI infrastructure market, the foundational layer upon which all AI applications are built. As companies move from experimenting with AI to integrating it into core operations, their choice of infrastructure provider becomes a critical long-term investment. Novita AI’s inclusion on the list suggests that a significant number of businesses are betting on its platform to power their AI-driven futures.

The New Frontier of Agentic AI and Its Security Blind Spot

The report coincides with a pivotal shift in the AI landscape, a trend reflected in Ramp’s decision to rename its "AI infrastructure" category to "Agent Hosting and Serving." This change acknowledges the explosive growth of AI agents—autonomous systems that can plan, make decisions, and interact with external tools to perform complex tasks without direct human oversight.

While the potential for these agents to revolutionize productivity is immense, their autonomy also introduces a host of new and significant security vulnerabilities. Experts warn that the industry is facing a critical security blind spot. According to a recent report on AI governance, nearly 60% of security leaders view the lack of security controls for AI agents as a primary barrier to their adoption.

The threats are substantial and varied. Malicious actors can use "prompt injection" attacks to trick agents into leaking sensitive data, misusing integrated tools, or ignoring their safety protocols. Because agents are often granted permissions to access internal systems and external APIs, a compromised agent can become a powerful vector for an attacker to move laterally within a network. The non-deterministic and unpredictable nature of these systems makes them difficult to secure with traditional methods, creating what one cybersecurity expert called "a defining challenge for this decade."

Sandboxing the Revolution: Novita AI's Answer to Agent Security

In this high-stakes environment, providing a secure foundation for agentic AI is not just a feature; it's a necessity. Novita AI has positioned itself at the forefront of this challenge with its Agent Sandbox, a solution designed specifically to mitigate the risks associated with autonomous AI.

The platform provides a secure, fast, and programmable runtime where developers can run AI agents in a fully isolated environment. This system-level separation is critical, as it prevents an agent, whether compromised or simply malfunctioning, from accessing data or systems beyond its designated scope. Each task is contained, minimizing the potential blast radius of a security incident.

Unlike many serverless platforms, Novita AI's sandbox is engineered for the unique demands of AI agents. It boasts millisecond-level startup times, enabling high-frequency and concurrent workloads without the latency that could cripple real-time applications. Furthermore, it supports stateful execution, allowing agents to maintain memory and context across complex, multi-step workflows—a crucial capability for sophisticated reasoning and task completion. This combination of security, speed, and statefulness directly addresses the core technical hurdles to deploying agents safely at scale.

Powering the Developer Ecosystem

Beyond its security innovations, Novita AI's market traction is also fueled by its mission to democratize access to high-performance AI. The company reports serving over 350,000 developers, who collectively process more than one trillion tokens daily—a testament to the platform's scale and its appeal to the builders at the heart of the AI revolution.

By offering a suite of tools including model APIs, dedicated endpoints for large language models (LLMs), and GPU rentals, the platform caters to a wide spectrum of users, from individual developers and early-stage startups to established AI-native companies. This focus on accessibility and cost-efficiency helps level the playing field, enabling smaller players to build and deploy sophisticated AI applications that might otherwise be the exclusive domain of tech giants with massive resources.

As the AI industry continues its relentless advance, the infrastructure supporting it is evolving into a complex ecosystem. It includes companies like Cerebras building massive, specialized chips for training, and Crusoe pioneering sustainable, energy-efficient cloud computing. Within this landscape, Novita AI has carved out a critical niche. By tackling the urgent security challenges of agentic AI while simultaneously empowering a broad base of developers, the company is not just riding the wave of AI adoption—it is building the secure and accessible foundation on which the next wave will be built.