A-OSP Method

In A-OSP, “proof-oriented” means that a workflow can show how an output was produced, from which inputs, through which transformations, with which receipts, and under which review state. It does not mean that AI output is automatically true.

A receipt is a machine-readable record that a specific operation happened within a defined scope. 

A receipt should answer:

• what happened;

• when it happened;

• which input was used;

• which output was produced;

• which scope/session it belongs to;

• how it can be read back.

A readback is an independent way to verify that a claimed state or artifact can be retrieved and inspected. A-OSP avoids treating write success as proof. A write becomes meaningful only when it can be read back in the expected scope.

It answers:

• which input produced this artifact;

• which intermediate phases contributed to it;

• which receipts support it;

• which transformations were applied. 

A-OSP is not a generic chatbot.

A-OSP is not only a document generator.

A-OSP is not a black-box compliance engine.

A-OSP is not a certification authority.

A-OSP is not a replacement for human responsibility. 

A-OSP is a structured AI workspace.

A-OSP is a receipt and lineage system.

A-OSP is an artifact-generation environment.

A-OSP is a governance evidence layer.

A-OSP is an anti-false-green framework for AI-assisted work.