All things data
We offer comprehensive expertise across the entire data value chain, assisting in defining and implementing your data strategy, overcoming cultural challenges, and developing new data products. Our support extends to all aspects of traditional data pipelines, including data collection from various sources, cleaning, storage, analysis, presentation, and deriving actionable insights.
Planification / Specification
Choose the approach, the right technologies and build a meaningful product development roadmap. Do you need an ETL or an ELT? Do you need to stream data? Do you need a data warehouse? Do you need a data lake? Does self-service analytics make sense for your organisation? Unclear, inconsistent or simply wrong requirements are usually the source of failed or slow deliveries. Understanding your Why will help us define the What and the How.
Data Extraction
Pull the needed data from various sources. Common data sources include databases, APIs, flat files, and more.
Data Transformation
Deal with the complex process of structuring, cleaning, and enriching your data to make it the most valuable asset for consumption.
Data Loading and Storing
Store your data: SQL or NoSQL databases, or on disk to leverage large query engines such as Apache Drill.
Analysis / Computation
Run exploratory analysis, build KPIs, or apply advanced statistical methods to generate the insights your business needs.
Delivery / Presentation
Share the findings via automated emails, dashboards, APIs, and more. Let your data speak adequatly to its various audiences.
Data-driven Decisionning
Often the missing piece of the puzzle: use the data and derived insights to drive data-driven actions and decisions.