
Broken integrations surface where the team already works, and are fixed without opening the platform.
A written integration specification becomes working flows and mappings in days.
An agent reads an integration specification and builds the flows, scripts, and mappings from it.
Reads an integration specification and builds the flows, custom scripts, and field mappings from it, rather than a developer writing each one.
Integration work starts with a specification and ends with flows, scripts, and field mappings. The translation between the two is mechanical, repetitive, and slow, and it is where an implementation timeline actually goes.
It is also the work that scales worst. Every new customer needs it again, and the specification is different enough each time that a template does not close the gap.
PatchBuddy works against the Patchworks APIs as published on the Patchworks website, driving them with the partner's own models. Nothing about the integration is private: it uses the same public interface any integrator would.
That is the notable property. The agent is built by a Patchworks systems integrator partner, eCirql by CirqlWorks, rather than by Patchworks, and the partner's customers use it directly. An open, documented API surface is what made a third party able to build an agent on top of the platform without the platform vendor's involvement.
Patchworks is behind this solution. Ask about building integrations from a spec, and the MACH Alliance will put you in touch with the person who can answer.
Not ready to talk to anyone? MACH Insider is the Alliance mailing list. New solutions, program openings, and the research behind them, once a month.
Everyone credited on this solution
Every organization named here has a page listing the rest of its work on the Agent Solutions Hub.

Broken integrations surface where the team already works, and are fixed without opening the platform.

Stock moves to where demand actually is, cutting stockouts and lost sales across four stores.

Four recurring workflows run against the live store, lifting conversion from 0.8% to 1.1% in 30 days.
Contributor submission
The detail on this page comes from the contributor's own account of their own work. The MACH Alliance reviews a submission before publishing it and does not independently verify the figures in it.
Where this came from
Solution detail is published from the contributor's 2026 Agent Ready submission to the MACH Alliance. Submitter names and contact details are not published.
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