Complex Adaptive Systems

A visual essay for United Nations on Sustainable development, marine preservation and what gets lost when we skip the conservation part.

Information Design

Laptop displaying data graphs and charts. Business analytics concept.
Project Overview

Client: United Nations, Department of Economic and Social Affairs
Industry: Public Welfare, intergovernmental organization (IGO)
Timeline: 10 weeks (2025), Classroom project
My Role: Systems Strategist

This project used a toolkit of winning strategic thinking methods that generate a framework capable of transforming complex challenges and data into data visualization for sustained success.



Starting with a simple map of all the interconnected Sustainable Development Goals and their agents

SDG Agents & STEEP Driving Forces mapped according to their positive and negative influences

Interaction matrix

An interaction matrix tool is a structured, visual framework used to map, analyze, and evaluate the relationships, dependencies, or impacts between different elements within a system.

It is designed as a two-dimensional grid (or spreadsheet) where the same or different sets of elements are listed on both the horizontal rows and vertical columns. By intersecting these rows and columns, teams can systematically evaluate how each element affects or interacts with every other element.


Identify interactions between all Primary and Associated SDG Agents using the Interaction Matrix Tool.


Ready to build something amazing?

I'd love to connect with you!

Prefer email? Reach me directly at

Ready to build something amazing?

I'd love to connect with you!

Prefer email? Reach me directly at

Ready to build something amazing?

I'd love to connect with you!

Prefer email? Reach me directly at