XO provides a hosted environment that lets developers launch, monitor, and verify AI agents with a single click, automatically tracking the cost and outcomes of each run. The platform records every action an agent takes, enabling precise budgeting and performance measurement, and supports seamless model swaps to capture savings. XO’s tooling includes templates and integrations that standardize work units across projects, helping teams manage AI spend and efficiency at scale.
Funding
Funding not disclosed
Founders
Product
Problem
Organizations using AI agents often lack clear accountability, cost visibility, and reliable verification of outcomes, leading to inefficient spending and difficulty measuring performance.
Solution
XO offers a platform that treats each AI agent execution as a discrete unit of work with a predefined definition of done. Users assign a single owner to each unit, ensuring clear responsibility, and the system records immutable logs of all actions, preventing self‑verification. Integrated cost tracking measures token usage and electricity consumption per run, enabling budgeting and real‑time P&L monitoring. The platform supports seamless swapping of models and tools, preserving cost savings while maintaining consistent outcome verification. Over multiple runs, XO’s analytics demonstrate up to 42% reduction in cost per execution, helping teams optimize AI spend.
Target Audience
Primary users are AI product teams, data science engineers, and developers who need accountable, cost‑controlled execution of autonomous agents at scale.
Features
- One‑click launch of AI agents with built‑in definition‑of‑done criteria
- Single‑owner accountability model linking results to a designated responsible party
- Immutable, tamper‑proof logs capturing before, after, and all intermediate actions
- Real‑time cost metering for tokens, compute, and electricity with per‑run P&L view
- Automatic model and tool swapping to cheaper alternatives without losing saved efficiencies
- Templates for common workloads (e.g., cowork, code, Claude, OpenClaw) ensuring consistent measurement
- Integrations with Slack, WhatsApp, GitHub and other collaboration tools for seamless workflow embedding