Data-driven project development and planning

Knowledge-based planning

Consultancy, data acquisition and decision-making at the interface of urban development, urban mobility and freight transport

What knowledge-based planning stands for

Turning goals into viable projects and making robust decisions from data.

I help to clarify open questions, find and make suitable data accessible, and prepare results in a way that they can be used for planning, coordination, and further decision-making.

Data → Analysis → Decision

A clear working process connects your technical question, a suitable data basis, and comprehensible results.

Planning with knowledge

Where data, planning and implementation come together

The added value is particularly generated where objectives still need to be refined, data made usable, and results translated into technical consultations or concrete project decisions.

01

Sharpening projects and questions

Viable project outlines, manageable questions, and sensible work packages emerge from ideas, goals, or political requirements.

02

Unlock relevant data

Potential data sources are identified, data is collected, checked, merged and structured as required to suit the research question and project context.

03

Make use of the results

Analyses are translated into decision-making bases, monitoring, dashboards, maps or tools that provide assistance in daily project work.

Analytical graphics on data sources, spatial reference, and dashboard evaluation

Working method

Data is rarely „finished“. It becomes reliable through contextualisation.

More data is available than before. However, relevant data often needs to be found, tapped, checked, and then put into a form that is professionally sound and practically usable.

Identify, evaluate and combine data sources
Structure spatial references, indicators, and methods comprehensibly
Translate results into maps, dashboards, reports, or tools

Areas of expertise

Methods, tools, and experience are combined appropriately for the project.

Urban development

Strategic concepts, spatial analyses, monitoring and decision frameworks.

Urban mobility

Economic traffic, new mobility services, and spatial impacts.

Data and GIS

Data integration, spatial analysis, indicators and robust data foundations.

Dashboards and tools

Interactive formats that make results understandable, comparable, and reusable.

First impressions

Project work that connects data, planning, and usability

Monitoring / Dashboard

Micro-Depots Berlin

Updated data basis and dashboard for the continuation of micro-depot locations in Berlin.

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Data Basis / Comparison

Housing market monitoring

Regional housing market data are structured to better prepare dialogues and decisions.

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WBP Solutions

Browser-based tools

Dashboards and tools are developed from practical requirements, making complex topics directly usable.

View WBP Solutions

Do you wish to discuss a research question, data basis, or project idea?

An initial discussion is often sufficient to clarify which data, methods, and next steps are sensible for a project.

Get in touch