PiE MODEL: PUZZLE-SOLVING IN ETHICS FOR AI INNOVATION

PiE model enhances AI technologies by identifying and addressing ethics risks and opportunities in building and using AI systems.
PiE model equips organizations for building and using ethical AI through expert analyses, ethics strategies, and practitioner trainings.
PiE model combines ethics puzzle-solving methods with innovation and domain-expertise to find solutions for critical ethics problems.

WHO DO WE WORK WITH?

Each stakeholder in AI development and deployment has a responsibility to ensure that ethical risks are addressed in the right way, at the right time.

Our PiE Model for ethical puzzle-solving is designed to help CREATORS, LEADERS, and INVESTORS in integrating ethics into their organizations. We work with organizations BUILDING or DEPLOYING AI technologies to ensure that (1) ethical risks are addressed proactively and (2) ethical opportunities are seized to make technology better for the society.

OUR SERVICES

ETHICS ROADMAP

How skilled is your organization in detecting and proactively dealing with ethical…

ETHICS ANALYSIS

Ethics questions arise in every stage of innovation: research, design, development, manufacturing,…

ETHICS STRATEGY

Organizations need an ethics strategy for dealing with overarching, recurrent, and complex…

ETHICS TRAINING

In building AI systems, creators (i.e., developers, engineers, designers, and researchers) are…

The Dynamics of AI Principles is our toolbox for keeping track of, systematizing, and operationalizing the bewildering and growing number of AI Principles out there.

With this interactive toolbox, you can;
I. use the Map to sort, locate, and visualize AI principles by
___a. country and region,
___b. time of publication,
___c. types of publishing organizations;
II. search documents or see the full list and find their summaries,
III. compare documents and their key points,
IV. visualize and compare the distribution of core principles, and
V. use the Box to systematize principles and evaluate technologies.