Convey Raises $38 Million to Give Enterprises AI Teammates

SAN FRANCISCO, Calif. - Convey has raised $38 million in Series A financing for an enterprise automation platform built around the concept of AI teammates, moving the recent wave of generative technology toward long-running operational roles. The funding round was led by Andreessen Horowitz, with participation from Khosla Ventures and Pear VC. Based in San Francisco, the company was founded by Rohan Chopra, Diego Canales, and Will Harvey, positioning itself at the center of a shift in the Silicon Valley ecosystem from conversational bots toward autonomous agents capable of handling complex office tasks.

The core of Convey's proposition lies in the distinction between a chatbot that generates a single response and an agent that owns a recurring business outcome. As enterprises move past the initial novelty of large language models, the market demand has shifted toward systems that can operate across the software a company already uses. Rather than requiring an employee to manually prompt a tool at every step of a transaction, Convey allows customers to define a specific business result and let the system coordinate the necessary work, monitor status, and resolve routine exceptions without constant human intervention.

This shift represents a maturation of the enterprise AI sector. While the first year of the generative AI boom focused on content creation, software vendors are now increasingly focused on automation that integrates with existing legacy stacks. Convey's platform is designed to sit atop existing applications, acting as a connective tissue that can execute work within the specialized databases and task management systems already integrated into a firm's daily operations. By taking responsibility for workflows, these agents are intended to function less like tools and more like digital members of a workforce.

Early traction for the San Francisco startup includes a roster of prominent enterprise customers across several industries. The company currently names NBCUniversal, Samsara, TelevisaUnivision, Unity, Faire, and ChargePoint among its clients. According to company data, Convey’s agents have already automated more than one million hours of work. While this metric serves as a significant signal of usage and adoption, industry analysts note that such company-reported figures generally reflect time spent on tasks rather than the specific financial value or qualitative success of every individual outcome.

The challenges facing Convey and its peers are substantial, as delegating a business outcome creates a significantly higher standard for reliability than merely generating text or code. For an AI teammate to be effective in a corporate environment, it must demonstrate an acute awareness of process changes. If a company updates its procurement policy or a vendor changes their billing format, the agent must be able to recognize the deviation. This requires a level of architectural sophistication that goes beyond general-purpose models, focusing instead on logic, persistent memory, and context-aware execution.

Reliability in this sector also hinges on a robust escalation framework. Convey has built its platform around the idea that while an agent can handle the majority of routine tasks, it must know when to stop and involve a human supervisor. Providing enough context for a person to respond to an unusual case is critical for maintaining business continuity. In this model, the human employee shifts from a builder of every task to a manager of exceptions, which requires the underlying AI system to maintain a high degree of transparency and data integrity.

Enterprise adoption of autonomous agents is further complicated by the stringent requirements for security and oversight. Large organizations will require detailed logs and granular controls over which records, payments, or communications an automated teammate is authorized to touch. This is particularly relevant in the fintech and enterprise software categories where Convey is positioned, as these sectors involve sensitive data and financial movements that carry significant regulatory and operational risks if handled incorrectly.

The new capital from Andreessen Horowitz and others will primarily support ongoing product development and the expansion of the platform into a broader range of enterprise teams. The fundraising arrives at a time when venture capital firms are increasingly selective about AI investments, favoring companies that show a clear path to integration with professional workflows rather than those offering standalone interfaces. The involvement of Khosla Ventures and Pear VC further underscores the investor interest in the 'agentic' layer of the current technology stack.

Convey enters a highly competitive landscape populated by traditional automation vendors, established enterprise application suites, and internal agent projects developed by deep-pocketed tech giants. Companies like Salesforce, Microsoft, and specialized robotic process automation firms are all vying to become the dominant layer for enterprise intelligence. For a startup like Convey, the competitive advantage will likely depend on its ability to make cross-application work genuinely dependable, a feat that has historically been difficult due to the silos between different software platforms.

Success in the enterprise automation space is increasingly measured by outcomes rather than features. Customers will judge Convey’s product not by how human or sophisticated its interface appears, but by the tangible efficiency of completed workflows, the resiliency of its error recovery, and the actual time employees regain for higher-level strategic work. As the company expands, its ability to maintain these performance metrics across different industries and varying software ecosystems will be the primary test of its Series A momentum.

Looking forward, the enterprise software market is watching to see if autonomous agents can truly bridge the gap between back-office operations and customer-facing efficiency. The move from 'AI as a writer' to 'AI as a worker' implies a fundamental restructuring of how business processes are designed. If Convey can successfully demonstrate that its teammates can operate with minimal supervision while adhering to corporate governance, it could set a new standard for how large organizations scale their internal capacity without proportional increases in headcount.

The $38 million infusion provides Convey with the runway to refine these complex autonomous capabilities. As the company moves to capture more of the enterprise market, the focus will remain on the durability of its agents in high-stakes environments. For the founders and their investors, the goal is to move beyond the generated response and toward a future where software anticipates and completes the tasks that currently bog down the global workforce.