• AI Projects with practical Experience

Where to build it in the business domain of RealEstate / Development

Where to build it in the business domain of RealEstate / Development

Project Profile

The customer wanted to know if types can be identified from the existing construction data. This can be used to estimate the next step for evaluating typical basic assumptions and building types in order to be able to make an investment prediction. We took care of the typical construction clusters.

At a glance - essential project data

DurationFrom 11/1/2017 to 1/30/2018 with about 3 months of full engagement
Data and ToolsMarket - RealEstate
 • 7 years of bid database
 • 5 million individual bookings
 • BIM
 • Analytical approach for visualization of different client's construction types
 • Visualization with Tableau
AI Methods • NLP
 • Deep - Learning
 • Data Consulting

Engagement Use-Case

Evaluation proposal for erection clusters in residential construction depending on criteria

Client motivation / Solution aims

  • Efficiency in the preliminary evaluation of land offers through history analysis /OpenData

AI Approach

AI key technology used in our solutionClean data quality for a cluster model in such a way that finally analytical approaches or clustering yields significant parameters
Solution ApproachAnalytics Method
Project ApproachSimply agile
Project TypeProject
ML Integration and ML Operations • Operation Integration
 • Excel
 • VIsualizationTableau

Insights and Details

Open Data Berlin as a basis for structured analysis