Stories of discovery and progress

Forward thinking clients and what we accomplished together.

Accelerating drug discovery

Systematic identification of new drug targets using Machine Learning

Hotspot Therapeutics

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PREDICTIVE PORTFOLIO MANAGEMENT

Higher R&D productivity in biopharma through accurate predictions of Phase III success in oncology

A multinational pharmaceutical company

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SCIENCE TO VENTURE

Finding the next biotech founders with breakthrough potential from in-depth analysis of scientific publications dynamics

Top-tier European venture capital firm

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AI UNIT SETUP

Accelerating innovation through a dedicated AI unit deeply integrated with existing capabilities

Global medical device OEM and healthcare provider

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OPTIMIZING SCHOOL DISTRICTS

Better allocation of primary school capacities through optimized district borders drawn by genetic algorithms

School authorities of Berlin Tempelhof-Schöneberg

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EMERGING ARTIST DISCOVERY

Early spotting of rising artists through deep semantic realtime analysis of off-radar news sources

UBS Private Wealth Management

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OPTIMISING EXPERIMENTS FOR SUCCESS

Developing biopharma products at pace by designing a model which recognises patterns from past assay outcomes

Multinational pharma and diagnostics company

SIMULATING BIOLOGICAL PROCESSES

Identifying promising drug targets through biological pathway modelling

Multinational pharma and diagnostics company

DISCOVERING DRUG TARGETS

Helping to find drug targets and assessments using natural language processing, functional scoring and competitive landscape analysis

Boston-based biotech startup

IMPROVING PATIENT ALARMS

Making patient alarms more accurate in hospital intensive care units through machine learning driven real-time alarm management

Charité Universitätsmedizin Berlin

ATTRACTING AI TALENT

Improving candidate experience and assessments by creating a custom data science challenge

Multinational medical devices and healthcare company

DISCOVERING EARLY INNOVATION

Detecting emerging technology through the large-scale analysis of publicly available data sources

Multinational pharma and diagnostics company

EVALUATING HEALTHCARE PROVIDERS

Benchmarking hospitals and their capabilities by applying natural language processing to public data

Association of German public health insurers

INCREASING OPERATIONAL EFFICIENCY

Boosting efficiency in technical maintenance by 20% using algorithmic temporal-spatial scheduling

German mobility provider

AUTOMATING DATA CURATION

Reducing manual data work by 60% using natural language processing and deep learning

Berlin Chamber of Commerce and Industry

MAPPING GLOBAL CUSTOMER BEHAVIOURS

Enabling realtime global customer insight using computer vision on social media data

Multinational player in the sports apparel industry

FORECASTING CUSTOMER DEMAND

Improving operational planning by accurately forecasting demand using Bayesian time series analysis

Leading German building materials manufacturer

ENSURING SECURITY IN TRANSPORTATION

Raising security levels by predictive policing based on fine-grained modelling of potential offender behaviour

German mobility provider

DETECTING BREAK-INS

Creating an always-on, intelligent alarm system using sophisticated machine learning based on sensor data

Leading multinational building materials manufacturer

OPTIMISING LIQUIDITY

Managing cash more effectively through predictive analysis of large-scale project plans in manufacturing

Leading multinational manufacturer of trains and airplanes