• AI Projects with practical Experience

Crunch real estate offers for international Development

Crunch real estate offers for international Development

Project Profile

In order to provide the development in the construction investment faster with suitable offers, a significant decision throughput with the same personnel is to be achieved via an AI-based pre-decision (analysis platform). Our approach: the analysis platform with AI-based pre-processing.

At a glance - essential project data

DurationFrom 11/1/2017 to 3/1/2018 with about 4 months of full engagement
Data and ToolsMarket - RealEstate
 • PDF-Files (ca. 3000 documents)
 • Identification of the necessary detail informatione from the contracts
 • Supervised trained Agent
IntegrationWeb API for metadata enrichment with model-generated data
AI Methods • NLP
 • DeepLearning
 • Data Consulting
 • Strategic Advisory

Engagement Use-Case

AI based reading of detailed information in real estate offers (DE) and complete form-free mapping of documents.

Kundenmotivation / Lösungsansätze

  • Efficient recognition of information in documents

  • Increase the degree of pre-processing for subsequent manual evaluation

AI Approach

AI key technology used in our solutionLittle training material by using a language model rule-based tagging heuristics for result interpretation
Solution Approach • NLP(German)
 • Individualized Word Model
 • Lemmatizing
 • Entity Recognition
 • Supervised Labeling Platform
Project ApproachSimply Agile
Project TypeProject
ML Integration and ML Operations • Operation Integration API
 • VIsualizationAPI

Insights and Details

Supervised Labelling Platform - seamless integration Training Cases, Editor and Labelling

As an example a sales contract for information retrieval for the sales contract information

Approach to the analysis platform as a design prototype for a development decision platform

Approach to the aquise platform as a design prototype for a development decision platform