Policy Lab
Between law and lived reality lies a space for design, testing and learning.
The Policy Lab identifies gaps between formal rules and lived human experience. We work with legal frameworks, data, affected groups and institutions to formulate options that can be assessed, implemented and revised.
What we produce
Policy briefs, comparative analysis, regulatory and self-regulatory models, responsible-deployment standards, participation protocols, indicators and proposals for pilot mechanisms.
How we work
- 01
We define the problem and affected rights
We define the problem and affected rights.
- 02
We establish what the law already regulates
We establish what the law already regulates.
- 03
We distinguish the gaps
We distinguish legal, institutional and evidence gaps.
- 04
We create options and criteria
We create options and criteria.
- 05
We test with people
We test them with the people who will implement and experience them.
Current policy questions
How should workers participate in AI deployment? What constitutes meaningful human oversight? Which rights and support are needed before automation removes a role? How can productivity be measured without transferring risk to people?
Offer
Institutions can work with us through a focused policy sprint, comparative analysis, pilot design, public consultation or implementation review.