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Restate raises $20M to scale durable workflow infrastructure for AI agents

Berlin startup Restate raised $20 million in a Series A led by Singular to expand its durable execution platform that supports long-running, failure-resilient AI agent workflows.

Restate raises $20M to scale durable workflow infrastructure for AI agents

Berlin‑based Restate, founded in 2022, set out to build durable workflow infrastructure that survives crashes and network interruptions. Founder Stephen Ewen says the platform was not originally designed specifically for AI agents, but it turned out to address many of the problems agentic systems surface.

Ewen emphasized that durability is especially important for AI agent workflows because they tend to run longer and follow less predictable paths than traditional software. "You need to make sure you track exactly what you do to make it reproducible and have a consistent outcome," he said.

The recent surge of interest in AI agents has driven demand for Restate’s offering. According to Ewen, the startup closed multiple six‑ and seven‑figure customer contracts over the past months. That traction helped the company secure a $20 million Series A round led by Singular, with participation from Redpoint Ventures and Capital One Ventures.

The new capital will help Restate compete with established players in the durable infrastructure market, notably Temporal. Temporal, founded in 2019, announced a $550 million Series E this month at a $12.55 billion valuation.

Customers and architecture

Despite being a smaller provider, Restate has already attracted notable customers, including vibe coding platform Replit. Rather than building its durability engine on top of an external database, Restate implemented its own storage, replication, and redundancy layers. According to Ewen, this architecture makes the system particularly fast and lightweight.

While many companies reserve durability engines for so‑called heavy workflows, Restate aims to broaden adoption by offering a more efficient and cost‑effective system. Ewen also said the startup serves Fortune 500 customers, including clients in the financial sector.

Founders and background

Restate was co‑founded by Stephen Ewen together with Igal Shilman and Till Rohrmann. Prior to Restate, Ewen co‑created the open‑source stream‑processing framework Apache Flink and served as CTO of Data Artisans, the company commercializing the project. Alibaba acquired Data Artisans in 2019 and rebranded it as Ververica, where Ewen continued as CTO for three years.

Use of funds and outlook

Restate plans to use the Series A proceeds to hire a go‑to‑market team, recruit more engineers, and expand its San Francisco Bay Area office to be closer to current and potential customers. Ewen believes that durability capabilities will soon be essential beyond traditional tech firms: "If we fast‑forward a couple of years, it’s one of those tools, like a database, that I think pretty much any company will have a use case for, no matter their shape and size."