xpander.ai

xpander.ai is a platform for organisations that have moved past prototyping agents and now have to run them: several teams, several model vendors, real credentials, and an auditor who will eventually ask what the agents did. It combines an agent runtime with the governance layer usually bolted on afterwards.

Omni, the automated forward-deployed engineer

The role that normally makes agent projects work — a forward-deployed engineer who wires the tools, tunes the prompts and fixes things when an API changes — is what Omni automates. Tag it like a teammate from the xpander UI, ChatGPT, Claude, Slack or Teams and it handles the agent lifecycle conversationally:

• Turns a description of a process into a production-ready agent with tools and instructions already wired.
• Reads past task runs and proposes changes that improve the agent's success rate.
• Repairs agents when a connected API or tool changes underneath them.
• Migrates a locally built agent onto cloud infrastructure.
• Runs the same task across different models so a switch is a measurement, not a guess.
• Promotes agents from development to production with a controlled path.

The platform underneath

• Universal harness for multi-turn, multi-tool tasks with per-task budget controls.
• Multiplayer sessions — shared conversations with end-to-end authentication, so a person and an agent work the same thread in Slack, Teams or ChatGPT.
• Model agnostic — swap between Claude, GPT, Gemini, Llama and others without rewriting the agent.
• Full audit trail — every tool call is logged with runs, traces, approvals and failures, and spend is attributed per task and back to the human who triggered it.
• Deployment where your compliance team wants it — AWS, GCP, Azure, a private VPC, on-premises or air-gapped.

Teams use it for CI/CD monitoring and PR review, data work, finance and operations reporting, and marketing automation.

Getting started

There is a free tier at chat.xpander.ai; enterprise deployments are quoted through a demo rather than published pricing.