Services

We help our clients describe the system within which their policy space is embedded.
We map key interdependencies in the system using qualitative methods, identify KPIs of importance to our clients, and prioritize key areas of uncertainty for further investigation.

We structure problem-relevant data into quantitative models to numerically capture the complexity of the problem at hand.
We perform rigorous tests and utilize sophisticated analytical tools to help our clients make data-driven decisions.

We employ Participatory System Dynamics Modeling (PSDM) to investigate, validate, and communicate our modeling insights and uncertainties to our clients.
We create safe spaces for dialogue to reflect on our results and determine field data collection priorities.

We provide a variety of trainings covering topics relating to complex systems, facilitation, and workshop design.
We provide a Train-the-Trainer service enabling our clients to disseminate insights gained from our modeling projects and act as complexity champions in their organizations.
Reviews
Alec Ekert – senior modeler
[Millenium Institute]
“Khaled is not just a great technician but also a deep thinker and serious modeler. Working with him has been a great pleasure. “
Justin ginnetti – senior officer
[ifrc]
” A systems rockstar!”
BIRGIT KOPAINSKY – PROFESSOR
[UIB]
“Magnum Opus is a System Dynamics success story”
AARON EUBANK – Geospatial Technology Manager
[MERCY CORPS]
“Our collaboration with Magnum Opus on building a systems model was a true eye-opening experience. I really see systems now in everything I do.”
