Data Engineering

Better foundations. Bigger impact.

Strong data and AI outcomes start with solid engineering. Datashift builds reliable, secure, and scalable foundations, from pipelines to platforms, designed to grow with your needs to enable initiatives that deliver clearer, faster, and lasting impact.

Data and AI only create value when the basics are solid. Behind every impressive model sits the actual work: data that moves reliably, systems that behave predictably, and foundations built to last.

Good engineering is a discipline. It is knowing when to experiment and when to protect production. It is earning trust through stability, security, and clarity. Without that, even the smartest solution will fade before it ever proves its worth.

Real impact comes from solving real problems. Start small, think long-term, avoid shortcuts, and avoid overkill. The art lies in finding the balance.

This is where Datashift steps in. We right-size solutions, choose what fits rather than what’s fashionable, and focus on what works in the real world. Not tied to tools. Not distracted by hype. Fully committed to foundations that let your data and AI deliver.

Because better foundations lead to a larger impact.

When and for who is Data Engineering relevant?

We help forward-thinking organizations that recognize data and AI are a strategic asset but struggle to bridge the gap between ambition and execution. Whether you are just starting your journey or looking to industrialize existing pilots, we provide the expertise to identify or materialize value creating data and AI solutions.

Business teams without in-house data expertise

You rely on data but lack the engineers to build or maintain pipelines and tools. We set up the essentials, deliver early value, guide solutions into production with proper testing and documentation, and either maintain them or hand over a proven setup to your internal team.

Data teams needing extra hands or expertise

Your team knows the goals but needs capacity or specific skills to reach them. We support end-to-end delivery, take on targeted work packages, or fill specialist roles so your team can move forward with confidence and focus on what it does best.

Organizations building or upgrading a data platform

You are creating a new platform or strengthening the one you have. We set up the core building blocks such as security, lifecycle management and collaboration tooling to ensure your platform grows safely, can scale with your organization, and is supported by solid documentation.

Some of the problems we solve, and the value we deliver

We focus on what truly drives impact. Datashift helps organizations build the foundations and products that make data actually usable in day-to-day operations and decision-making.

Operational data products that power the business

We design and build data solutions that plug into processes and need to run reliably.



What this includes:

Data pipelines e.g. feeding marketing automation or customer operations

Integrations with downstream systems that rely on timely, accurate data

Technical architectures that can be monitored for performance and quality

Well-designed data models that ensure consistent and trustworthy results

Analytical data products that support decisions

We deliver the foundations for reporting, forecasting and critical analytics across the organization.


What this includes:

Dashboards for e.g. business, financial or regulatory insights

Forecasting and analytical models validated with stakeholders

Architectures tailored to usage patterns and team capabilities

Data models aligned with the business for accurate, repeatable analysis

Modernization and migrations that reduce complexity

We help organizations simplify and strengthen their tooling landscape so they can move forward.


What this includes:

Migrating from legacy systems to modern services

Consolidating tools and removing unnecessary overlap

Re-platforming pipelines for new storage or compute patterns

Gradual, controlled transitions with value checks at every step

How we do it

Real transformation doesn't happen in a silo. Our comprehensive approach aligns your people, technology, and strategy simultaneously. From sparking enthusiasm to building robust AI and data solutions, this is how we work on every challenge.

Understand and Design

We map your current landscape and shape
a solution that fits your goals.

Focus areas:

Technical and functional alignment with your objectives

Selecting tooling that suits your scale and use case

Managing technical debt from the start

Strengthen the Foundations

We ensure the core building blocks are ready to 
support future work.

Focus areas:

Infrastructure setup, cloud or on-premises

Collaboration and lifecycle management tooling

Network security, data security, identity and access management

Deliver the First Version

We build a minimal but meaningful first outcome that shows value early.

Focus areas:

A starting point to iterate from

A focused scope with high practical impact

Early validation with target stakeholders

Iterate and Prepare for Production

We refine the solution and guide it toward a production-ready release.


Focus areas:

Testing, monitoring and performance checks

Documentation and backlog management

Release coordination and handover when needed

Scale the Team When Needed

We provide the profiles required to keep momentum high.


Focus areas:

Full delivery ownership where appropriate

Embedded specialists for targeted needs

Flexible scaling to match workload and priorities

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Our case studies

We deliver impact where it matters most.

Streamz

Unlocking Viewer Insights with a Scalable Data Platform

Streamz is the Flemish video-on-demand platform offering local and international series and films through a subscription-based model. Streamz focuses on delivering high-quality content tailored to local audiences, supported by a strategic partnership with Paramount.

Media & Entertainment

Improving ETL Performance After Cloud Migration with Azure SQL Hyperscale

Reduce processing time for larger and more complex ETL workflows

Media & Entertainment

Enabling Scalable Analytics with a Centralized Cloud Data Hub

Combine an event-driven cloud data architecture with serverless compute resources

Testimonials

What our clients 
are saying

Discover how they experienced the impact of our work and expertise.

For several years Datashift has been our trusted partner for setting up and maintaining our data environment. Not only does Datashift provide the much needed technical expertise but they also have the necessary soft skills that are indispensable in bringing projects to a successful end.

Angel Albedalejo Jimenez

Data Delivery & Data Quality Manager, FCR Media

It was an absolute pleasure to work with Datashift. Our collaboration was consistently smooth and efficient. The team delivers not only a high-quality technological solutions, but also products that seamlessly meet our needs - intuitive, user-friendly, and intelligently designed. Datashift thinks along with you at every step and works in a highly proactive manner.

Sandra Vanbrabant

Project Portfolio Manager CX, NN Belgium

Working with Datashift has proven to be an excellent experience. Their data expertise provided us with valuable insights and data-driven solutions which have helped us make informed decisions and improve our business outcome. Thanks to Datashift's high-quality data consultants, we were able to turn data into real business value.

Wouter Duerinck

Head of Client Data Platforms & Analytics, Euroclear

Values

Why Datashift?

How we’ll be the partner you can rely on.

Built on trust

We believe long-term and end-to-end value starts with strong relationships. That’s why we work side by side with our clients, building mutual trust and inspiring collaboration every step of the way.

Focused on impact

For us, success means more than dashboards. We help you use data to grow revenue, reduce costs, and manage risk, creating lasting impact across your business.

Driven by expertise

Our solutions turn complex data into clear answers. Our experts help you make confident technical and business decisions backed by facts, figures, and proven results.