Prowler.io vs Adept

Adept has a disclosed valuation of $1B, while Prowler.io's valuation is not publicly available, making a direct size comparison difficult. Adept employs 200 people.

Adept has raised more in total funding at $415M, compared to Prowler.io's $38M — a gap of $377M. Combined, the two companies have completed 8 known funding rounds.

Adept leads with an Awaira Score of 76/100, while Prowler.io sits at 30/100. That 46-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.

Prowler.io was founded by Vishal Chatrath in 2017. Adept was founded by David Luan in 2022. 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. Adept: Adept is an AI company founded in 2022 that develops AI agents capable of performing complex tasks across digital environments. The company specializes in creating AI systems that can interact with software applications, browsers, and APIs to automate workflows and assist with knowledge work. Adept's core technology focuses on large language models combined with reinforcement learning to enable agents that learn from user interactions and improve over time. The company raised $415 million in total funding and achieved a $1 billion valuation, securing investment from prominent venture capital firms including Khosla Ventures and others. Adept's approach targets enterprise automation, aiming to create agents that can handle tasks like data entry, research, customer support, and business process automation. The company positioned itself in the competitive AI agents landscape alongside other startups and established tech companies building autonomous systems. Adept was subsequently acquired, marking a significant exit in the AI sector. The acquisition reflected growing enterprise demand for AI automation tools and validated the market opportunity for agent-based systems. The company's focus on practical automation applications rather than consumer-facing AI differentiated its positioning. Adept's trajectory from founding through acquisition occurred during rapid expansion in generative AI investment and adoption across industries. Adept pioneered enterprise-focused AI agents designed to autonomously execute complex digital workflows through direct software interaction.

Prowler.io got there first, launching in 2017 — that's 5 years of extra runway. Adept didn't arrive until 2022. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

Prowler.io has about 1-50 employees; Adept has about 200. A bigger team usually means more revenue or heavier VC backing, but in AI, small teams can build at massive scale.

Yes — they're direct rivals. Both Prowler.io and Adept compete in AI Agents, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.