Capability → business
Turn an agent capability into a business.
Package one reliable capability, publish it across human and agent channels, charge for outcomes, and operate it from one control plane.
The shift
An agent is not a demo. It needs a business system around it.
Reliable businesses need contracts, releases, distribution, offers, metering, and operations. Agent as a Business makes those parts explicit without forcing you to rebuild the underlying prompt or workflow.
One operating model
From capability to operated business.
Each stage has a concrete artifact and a clear next action.
- 01
Capability
Define the promise, operation, schemas, timeout, and source runtime.
- 02
Package
Choose Agent SaaS, Human SaaS, or Both; then set access and pricing intent.
- 03
Release
Publish an immutable, validated version you can inspect or restore.
- 04
Channels
Distribute through Web, API, MCP, and supported agent ecosystems.
- 05
Offers
Connect price and access to the package without hiding incomplete controls.
- 06
Operations
Watch real invocations, reliability, costs, and metered revenue.
One capability, multiple buyers
Meet people and agents where they already work.
A business can have a human-facing surface and a machine-readable contract at the same time. Both resolve to the same capability and release history.
Dogfood examples
Built around real vertical capabilities.
These are clearly labeled internal examples used to shape the product—not customer counts or public inventory.
Divination reading
A Single Agent capability with anonymous quota, paid credits, and a hosted human surface.
Dream interpretation
A vertical expert workflow packaged for repeat use without rebuilding auth and metering.
Structured report
A schema-bound operation with reviewed frontend releases and Cloudflare deployment.
Start with the promise