Prowler.io vs Dust

Neither company has publicly disclosed a valuation, making a definitive size comparison difficult. Prowler.io employs 1-50 people, while Dust has 75 employees.

Dust has raised $21.5M in disclosed funding across 1 known round. Prowler.io's funding history is not publicly available.

Dust holds the higher Awaira Score at 65/100, compared to Prowler.io's 30/100. The Awaira Score is a composite metric factoring in valuation, funding, stage, team size, and market presence — a 35-point gap that reflects meaningful differences in scale or traction.

Prowler.io was founded by Vishal Chatrath in 2017. Dust was founded by Gabriel Hubert in 2023. Visit each company's profile on Awaira for a full founder biography.

Prowler.io: Prowler.io was a multi-agent AI research and commercialisation company from Cambridge, focusing on decision-making systems built on reinforcement learning and game theory for applications in autonomous vehicles, logistics, and resource optimisation. The company developed frameworks for systems where multiple AI agents must coordinate or compete to achieve objectives, drawing on academic research in multi-agent reinforcement learning from the Cambridge University computer science department.\n\nProwler.io was acquired by Secondmind in 2021, integrating its multi-agent research capabilities and team into Secondmind Bayesian ML platform for automotive engineering optimisation. Prior to the acquisition, Prowler raised seed funding and built relationships with several automotive and logistics operators exploring multi-agent AI applications for traffic management, fleet coordination, and supply chain routing.\n\nThe company represented an early attempt to commercialise multi-agent reinforcement learning before the technology reached the reliability required for production deployment in safety-critical applications. Multi-agent AI remains an active research area with growing commercial relevance in applications including autonomous vehicle coordination, robot fleet management, and demand-response energy systems. The acquisition by Secondmind provided the Prowler research team a more focused commercial application context while expanding Secondmind technical depth in AI methods beyond Bayesian optimisation. Dust: Dust is a French AI company founded in 2023 that develops enterprise AI agents designed to automate business workflows and processes. The company operates in the AI agents category, providing software solutions that enable organizations to deploy autonomous AI systems for various operational tasks. Dust's platform allows enterprises to build, deploy, and manage AI agents without requiring extensive machine learning expertise, focusing on practical workplace automation. The company has secured $22 million in total funding and is currently at Series A stage, though its valuation remains undisclosed. Operating from France, Dust competes in the growing market of enterprise AI automation alongside other agent-focused platforms. The company's approach emphasizes accessibility for non-technical users while maintaining enterprise-grade reliability and security standards. Dust targets medium to large organizations seeking to streamline operations through AI-driven automation. The platform integrates with existing business systems and tools, enabling AI agents to handle tasks such as data processing, customer interactions, and operational workflows. As part of the broader AI agents sector experiencing significant investment and adoption, Dust positions itself as a practical solution for enterprises transitioning toward AI-augmented operations. The company's trajectory reflects growing enterprise demand for autonomous AI systems that can deliver measurable productivity gains. Dust provides enterprise-grade AI agents that democratize workplace automation for organizations without deep machine learning capabilities.

Prowler.io was founded first in 2017, giving it 6 years of additional market experience. Dust was founded later in 2023. In AI, even a year or two of head start can translate into significantly more training data, customer relationships, and institutional knowledge.

Prowler.io has approximately 1-50 employees, while Dust has approximately 75. A larger team often signals higher revenue or venture backing, but in AI, smaller teams are increasingly capable of building at scale.

Yes, Prowler.io and Dust are direct competitors — both operate in the AI Agents space and likely target overlapping customer segments. This comparison is especially relevant for buyers evaluating both platforms.