BeyondSimulations / Portfolio

Everything we have built.

Products we run ourselves, projects we solved with clients and in research, and websites we built for others. Follow the work behind them on the blog.

01 / Products

02 / Client & research work

01
TRAINING
critical density

Crowd Management Platform

Built an interactive online platform to train thousands of decision-makers and practitioners for pilgrimages with over a million participants. Evidence-based training for safety, efficiency, and preparedness.

Cooperation with desior GmbH
02
OR SIMULATION
1M+ SKUs

Warehouse Optimization

Simulated months of SKU flows across 1M+ items to optimize size limits, assignment rules, and storage strategies. Simulation-based parameters outperformed Excel planning for smoother operations from day one.

Cooperation with Planningio GmbH
03
SIMULATION AI

FIFA World Cup 2022 Simulation

Modeled how a million fans would move through Doha across all transport modes with complex decision models. Identified critical bottlenecks and tested interventions to ensure smooth crowd flow during the tournament.

Cooperation with desior GmbH
04
OR
100+ libraries

Public Library Routing

Redesigned the periodic delivery routes for over 100 libraries. The optimized solution eliminated the need for one vehicle while maintaining service levels.

Cooperation with Attalo GmbH
05
OR
MONTUEWEDTHUFRI121814101000+ stops

Mobile Library Routing

Optimized schedules for mobile libraries covering 1,000+ stops across more than five depots. Balanced visit frequency, driver shifts, and vehicle capacity into one coherent plan. The planning tool behind this work became fahrbuecher.de.

Plan your routes on fahrbuecher.de →
06
OR SIMULATION AI
3 parcels→ 1 parcel

Split Parcel Reduction

Developed an algorithm that reduced split shipments by 80% in theoretical evaluations for an e-commerce retailer. Smarter inventory placement means fewer boxes, lower shipping costs, happier customers.

07
Research OR SIMULATION

Police District Optimization

Redesigned district boundaries and dispatching rules for German and Belgian police forces. Simulation-tested changes showed improved response times and coverage, with results under discussion for adoption.

08
AI TRAINING
studentai tutor

AI Learning Assistants

Built AI tutors for university courses that guide students through problems step by step, without giving away answers. Improved understanding and engagement while maintaining academic integrity. Out of this project grew Oshu, a full platform for grounded chatbots.

Build your own chat agent →
09
Research OR
demand-responsive

On-Demand Rural Bus Service

Developing intelligent routing for demand-responsive transport in rural areas. Flexible scheduling that adapts to actual passenger needs instead of empty fixed routes.

03 / Websites