OIA Lab / APL

ABOUT OIA LAB

The context behind
the work matters.

A document tells only part of the story. The questions you ask AI can reveal your client’s priorities, your negotiating position, and the reasoning behind your decisions.

WHY WE’RE BUILDING APL

Useful AI.
Deliberate disclosure.

OIA Lab develops APL, the AI Privacy Layer, to help organizations take a more deliberate approach to what they disclose to external AI.

Our focus is the sensitive context behind everyday professional work—not just the names and numbers inside a file.

WHAT GUIDES US

A practical starting point.

  1. Start with the work.

    A real task and a useful output.

  2. Decide what may be shared.

    An explicit boundary for external AI.

  3. Evaluate within clear limits.

    Evidence with its scope stated.

START WITH A NON-CONFIDENTIAL DESCRIPTION

Start with one confidential workflow.

Tell us what you want to accomplish—and what you cannot freely share.

Discuss a workflow

Please do not send client documents, deal details or unpublished invention material through the website.