The Next Trillion Agents

Sapiom announced a $35 million Series A led by Dragonfly, raising its total funding to $50 million, alongside the launch of infrastructure designed to govern, operate, and monitor AI agents in production. The company argues that existing software, identity, payment, and security systems were built for human users, leaving organizations to manage agent permissions, credentials, spending, failures, and costs through improvised systems. Sapiom sits between agents and the models, tools, compute, and services they use, enforcing policies on permitted actions and spending while recording each execution’s cost, outcome, duration, and retries. Its products include Router, which routes workloads to suitable models and provides cost visibility; Agent Studio, a free tool for building and deploying agents; and Runtime, managed infrastructure offering features such as sandboxes, memory, secrets, tool access, scheduling, and recovery. Sapiom reports processing more than 270 million transactions and supporting over 100,000 agent runs daily, and says one customer reduced monthly inference spending from roughly $1.2 million to $100,000 after adopting its platform.

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