For agencies of 10 to 200 people
The delivery layer for AI and automation agencies.
Turn the skills, MCPs and integrations you write for clients into automations that run inside every client's business, and manage, improve and optimize them from one place.
Skills and MCPs made it easy to automate your client's team, and hard to manage it once you hand it over to them.
You can build it in days. Once it is with them you cannot see what they are running, update it, or tell whether it still works.
Reuse what you build across clients, so each one starts faster and you can demo it live
Take the build from one client, customise it for the next, and install it with their own credentials, permissions and data.
Build functions for the steps that must not vary, so every run is reliable
An LLM running a skill or an MCP is never deterministic.
Ship with enterprise auditing, compliance and data controls, so you can win bigger clients
What you deliver arrives with auditing, compliance and data controls already in it.
See the health of every automation you built on one board, so you fix the break before the client does
Every run, failure and slow response across every client sits on one board, with replay so you are not guessing from a screenshot.
Attribute every model call, so you can bring their bill down and show the difference
Spend is attributed by client, agent, user and model as it happens.
Publish it into ChatGPT, Claude, Slack and Teams, so nobody changes how they work
What you build is published as an MCP server, so it turns up inside ChatGPT, Claude, Slack or Teams, wherever their team already works.