Data Modernisation

Data Modernisation

Ensure your data is fit for an AI-enabled world

Agents can write pipelines. They can't define or own your data. We build that layer with you, then hand it to your teams.

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Fragmented data won’t carry an AI-enabled world.

Your data platform needs to keep up with how your business uses data. 

Modernisation is not simply moving data to the cloud. It means building the architecture, pipelines and controls that make data scalable, secure and ready for analytics and AI.

As data feeds every team and increasingly agents that act on it, trust becomes part of the platform. Data needs clear definitions, accountable ownership, quality controls and end-to-end lineage. We combine modern data engineering with practical governance in Microsoft Fabric, from ingestion and transformation to serving, security and observability.

From fragmented data to a foundation you can build on

Modern data creates value when it is trusted, connected and ready to scale across decisions, operations and AI.

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Two reports, two answers

Define each metric and business term once, so every report, person and agent gives the same answer.

Create one shared view of your data

Bring definitions and data models together, so “customer” means the same thing across teams, systems and AI agents. 

 

Build on a modern platform

 Move beyond slow, costly legacy platforms to a scalable foundation on Microsoft Fabric built to evolve with your business. 

Get your data ready for AI

Put the right architecture, platform and governance in place. Start with what creates value today and scale from there.

How can we help you

We don’t start with the tech. We start with your question.

“Our legacy platform is slow and costly.”

We migrate to a modern Microsoft Fabric platform: tackling legacy debt first, so old problems aren’t rebuilt in a new place.

 

 

“Where do we even start?”

We start from your business strategy and define the architecture, platform and governance needed to make AI work at scale.

“Our teams don’t trust the numbers.”

We turn the data behind your key question into a trusted product: owned, documented, defined once. Same question, same answer.

“Every system defines ‘customer’ differently.”

We build the semantic layer and governance that give every report, person and agent the same meaning.

“Do we still need a dashboard for every question?” 

Increasingly, no. Ask in plain language, get the answer from governed data. The BI of the future. 

Everyone talks about data modernisation now. The difference is in the delivery.

Our approach

The concept isn't the hard part. Visible value from the first sprint, on a foundation you won’t have to rebuild, that is. What sets AE apart: engineering that builds it, and advisory that guides it. And we go further: agentic delivery & data you can talk to.

1

Show

One data product, delivered in weeks. Prove the value on a real business need.

2

Shift

Turn what works into a repeatable way of working. Put the right governance, technology and skills in place.

3

Scale

Extend across teams and domains. A modern, agent-ready data foundation, owned by your organisation.

We do not start from scratch

Proven methods, reusable AI building blocks and production-ready foundations help us deliver faster, with less risk.

Every engagement builds on assets we have already developed and tested in practice. That means less time spent reinventing the basics and more time focused on your specific business challenge.

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Proven playbooks

Know what to do next

Methods for process redesign, change management, and AI governance.


Governance & operating model: a proven framework for how AI and data initiatives get decided, owned and scaled responsibly.

Adoption & change playbook: a structured way to bring people along, so new tools and ways of working actually stick.

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Reusable AI patterns

Reuse what already works

Proven approaches for agents, RAG, evaluation, and guardrails


Agentic Delivery Pipeline: an AI-native delivery pipeline that plans, builds, tests and documents faster on every engagement.

Adoption & change playbook: a structured way to bring people along, so new tools and ways of working actually stick.

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Production-ready foundations

Build a solid foundation

Production-ready foundations (Software Development Kit & Platforms) that help teams build and scale AI solutions faster.


Data & AI foundation: A governed data platform that gives every AI initiative a solid foundation to run on.

AI Reliability Engineering: Our principles translated into an SDK, ready to be used in your AI applications with built-in monitoring of performance, quality and business value.

Customer cases

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A legacy data platform had reached its limits — holding back growth and AI.

A new platform on Microsoft Fabric connects legacy and new systems in one modern foundation. Built with the business from day one, with clear ownership, data-product thinking and quality built in.

A scalable, AI-ready data foundation.

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Data was fragmented across systems, making it harder to get a clear, consistent view.

A governed data foundation brings scattered sources together into one trusted, shared view.

1

reliable view of data

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A rich data landscape with untapped AI potential.

Multi-year modernisation across domains: architecture, platform, governance.

A modern, AI-ready foundation for organisation-wide decisions.

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Manual work slowing down answers from data.

Data products built with agentic development. AI helps build and run them, so new data lands in weeks, not project cycles.

Faster, self-service access to trusted data.

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Trusted data that drives action, in real time.

A modern data platform on Microsoft Fabric connects trusted data directly to automation and operational workflows.

A scalable, AI-ready foundation for smarter decisions and automation.

The right technology for the job

As a Microsoft Solutions Partner we build on Fabric, OneLake and Purview in your own tenant and add what no platform ships: shared meaning, strong data products and clear ownership.

Contact us

Enough about us, let’s talk about you

Do you have questions or need support? At AE, we are committed to helping you achieve success in the digital landscape.