from data to decisions

We help organizations work in a data-driven way. We do this based on the following themes

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Our Services

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BI & Analytics

We transform data into smart insights that help you move forward. With intuitive dashboards and analytics, we empower the people in your organization to make better decisions.

BI & Analytics
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Data Engineering

We lay the foundation for your data-driven organization. We transform raw data streams into a structured architecture. With robust pipelines, we create a single source of truth.

Data Engineering
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Training

Do you really want to get more out of your data? Our practical training courses give you the skills to analyze and visualize data independently. Boost your confidence and make an immediate impact with better insights.

Training
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Support

Want certainty about your data environment? With our support and managed services, we guarantee continuity. Rely on our technical expertise and focus entirely on making an impact.

Support

Our blueprint for a modern data architecture

Below is the ideal situation as we envision it: a modern, scalable data flow from source to dashboard. This is the "gold standard" we use to enable data-driven work.

However, every organization is unique. Whether you want us to set up the entire chain 'end-to-end', or are looking for specific expertise for one component (such as setting up Snowflake or building dbt models) We connect seamlessly to where you need us.

Data Sources

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Databases

(SQL/NoSQL)

We link directly to all your internal databases for secure and complete data extraction.
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Applications

(CRM, ERP, Finance)

Centralize data from your critical business systems (such as Salesforce, HubSpot Exact or AFAS) in one place. This can be done, for example, via our own Exact Online Connector.

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Cloud Services

(API, IoT)

Integrate external data streams, API links and IoT sensor data for real-time insights.

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Files

(CSV, XLSX, JSON)

Automate the import of individual files. No more manual work with Excel sheets.

Data Transformation & Data Warehouse

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Snowflake is our first choice because of its scalability and ease of use. However, are you working with Databricks or Google BigQuery? No problem, our engineers have experience with those as well.

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Bronze

Raw Data Ingestion

Automated ELT pipelines (e.g., via Fivetran, Airbyte or Python scripts) load raw data directly into the Data Warehouse without loss of history. This then forms the source layer: an exact copy of the source. Essential for history and auditability.

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Silver

Silver

Cleaned & Harmonized

The quality layer: data is deduplicated, cleaned and standardized into one truth.

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Gold

Gold

Aggregated & Ready to use

The business layer (also called serving layer): data enriched with your business rules and KPIs, ready to use in dashboards, AI models and other applications.

Supporting Tools & Processes

Data Transformation & Testing

Ensures transparent data models and guarantees data quality through automated testing.

We can also work with low-code platforms such as Alteryx, Matillion and Coalesce - for faster development and better adoption by business-focused teams.

Version Control & CI/CD

Provides version control and security: changes to your data environment are always traceable and reversible.

Orchestration & Planning

The conductor of your data: makes sure all the streams are running at the right time so your reports are ready in the morning.

This could also be done with tools such as Dagster or Prefect.

Analytics & Reporting

Interactive dashboards & Visualizations

Turn data into action with clear, interactive dashboards
For example, in:

  • Tableau
  • Sigma
  • PowerBI

Conversational Analytics & AI

Make data accessible to everyone: ask questions to your database in plain language via AI. For example, via our InsightsAI.

Advanced analytics, Machine Learning & Reverse ETL

Look ahead: use Machine Learning to predict trends and optimize processes.

And place enriched data back into your source systems with Reverse ETL.

Data-driven organizations choose DDBM

What our customers are saying:

"If this engineer [from DDBM] applied for a permanent position at Swiss Sense tomorrow, I would hire him immediately."
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Chris van Lierop
Manager of Data & Analytics - Swiss Sense
"Consulting by DDBM is definitely recommended. I have spent the past few weeks gathering my questions and discussing them all with a consultant in one day. I am looking forward to the next session!"
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Sasha Pepermans
CRM Insights Coordinator - Kia
"Flexibility plays a big role. The ability to respond quickly to changing consumer habits has always been critical in retail, but that's especially true for online, where shoppers will quickly go elsewhere if we don't have exactly what they want, when they want it."
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Anne van den Brink
Business Intelligence Manager - Bol.
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