Turn your data into a
competitive advantage
We help enterprises build the data foundations and AI capabilities they need to move faster, decide smarter, and grow with confidence.
Data & AI Services
is about making the right information available to the right person — or machine — at the right moment. With deep expertise in data engineering, governance, business intelligence, and applied AI, EADX helps you build a trustworthy data estate and deploy AI that actually delivers results in production.
Why high-quality data is the prerequisite for successful AI
Every AI model is only as good as the data it is trained on and the data it operates against. Before investing in AI, organisations must be honest about the state of their data estate.
- AI needs real-time, reliable data — Large language models and analytical AI require data that is fresh, consistent, and semantically correct. Stale or conflicting data leads to unreliable outputs — and erodes trust quickly.
- Siloed data limits AI value — AI delivers the most value when it can draw on the full breadth of enterprise knowledge — ERP, CRM, HR, operational systems. Without integration, AI operates in a tunnel.
- Governance is non-negotiable — Regulatory requirements (GDPR, AI Act) and internal risk management demand that you know where your data comes from, who touched it, and how it was used to train or prompt a model.
- Data quality drives ROI — Organisations that invest in data quality before AI projects report measurably higher ROI, shorter time-to-value, and significantly lower re-work costs once a model is in production.
- Scalable platforms enable AI at scale — Running AI experiments is easy. Running AI in production at enterprise scale requires robust data platforms, optimised pipelines, and cost-conscious architecture — areas where EADX specialises.
- Human-centred adoption — Technology alone does not deliver value. We pair every data and AI engagement with change management support and business metric alignment, so insights are actually used — and acted upon.
Our Data & AI service landscape
EADX DATA & AI CAPABILITY STACK
AI Agents & Automation
Advanced Analytics
AI Governance
Business Intelligence
Business Requirements & KPIs
Data Platform
Data Modelling
Data Quality
ETL / ELT Pipelines
Data Governance
ERP · CRM · SaaS APIs
Operational Databases
Unstructured Data
What we deliver
Each service is delivered by specialists with real hands-on experience — not by generalists backed by AI-generated content. We bring documented track records at enterprise scale.
- Business Requirements & Metrics Design — Before building anything, we work with your business stakeholders to define what success looks like. We translate business questions into measurable KPIs, data contracts, and OKR frameworks that align IT delivery with strategic outcomes.
KPI frameworks · Data contracts · OKR alignment · Stakeholder workshops
- Business Intelligence & Reporting — We design and implement BI solutions that turn raw data into actionable dashboards and self-service analytics. Our team has deep expertise in leading BI platforms and applies semantic modelling best practices to ensure reports are consistent, fast, and trusted.
Qlik Sense · Power BI · Tableau · Semantic layer · Self-service
- Data Governance — We establish the policies, ownership structures, and tooling needed to make your data trustworthy and audit-ready. From data cataloguing and lineage to GDPR compliance and role-based access, we ensure your organisation can govern data as a strategic asset.
DAMA-DMBOK · Data lineage · GDPR / AI Act · Data catalogue · Collibra · Alation
- ETL / ELT Pipeline Engineering — We build robust, testable, and cost-efficient data pipelines that move and transform data reliably. Whether you need real-time streaming or batch processing, we select the right tooling and implement with scalability and observability built in from day one.
dbt · Apache Spark · Fivetran · Python · Airflow
- Data Platform Engineering — We architect and implement modern cloud data platforms that balance performance, cost, and governance. Our certified architects have hands-on experience deploying lakehouse architectures and optimising platform spend at scale.
Snowflake · Databricks · Azure Synapse · Data Vault 2.0 · Lakehouse
- AI Services & Intelligent Agents — We design, build, and deploy AI solutions grounded in your enterprise data — from RAG-based document intelligence and LLM-powered workflows to fully autonomous agents that interact with your systems. We ensure AI is governed, explainable, and production-ready.
LLM / RAG · Agentic AI · Embeddings & vector DB · Claude · OpenAI · pgvector · Pinecone
Real expertise. Real experience.
At EADX, every Data & AI engagement is staffed by senior practitioners with hands-on, enterprise-scale experience. We do not pair a “talking head” with a junior delivery team. Each person on your project has directly built, operated, and improved the types of systems we are proposing.
DATA ENGINEERING
- Snowflake architecture & cost optimisation
- Databricks & Apache Spark
- dbt data transformation
- PostgreSQL, Azure SQL, Oracle
- Real-time streaming (Kafka, Event Hubs)
BUSINESS INTELLIGENCE
- Qlik Sense & QlikView
- Power BI semantic modelling
- Tableau & Looker
- KPI & OKR framework design
- Self-service analytics enablement
AI & ML
- LLM application development (RAG, agents)
- Vector databases & embeddings
- ML Ops & model monitoring
- EU AI Act compliance advisory
- NLP & document intelligence
GOVERNANCE & ARCHITECTURE
- TOGAF Enterprise Architecture
- DAMA-DMBOK data governance
- GDPR & data privacy
- AWS & Azure solution architecture
- Data quality frameworks
At EADX, each of our clients is of paramount importance to us, and all team members bring years of real-world Data & AI experience to the project.
Client stories — What our clients have achieved
Three anonymised examples from recent engagements — across financial services, manufacturing, and telecommunications.
Modernising a legacy data warehouse for a mid-size Dutch bank
A regional bank was running a decade-old on-premise data warehouse feeding Power BI dashboards that took hours to refresh. Regulatory reporting required manual intervention every quarter. EADX migrated the platform to Snowflake, re-engineered the ETL layer using dbt, and introduced automated data quality checks. The entire project ran in parallel with live operations to avoid disruption.
Dashboard refresh time reduced from 4 hours to under 3 minutes. Quarterly regulatory report fully automated.
AI-powered document intelligence for a chemical distributor
A large European chemical distributor received hundreds of regulatory compliance documents, safety data sheets, and supplier certificates each month. Processing was entirely manual and error-prone. EADX built a RAG-based document intelligence system using Snowflake Cortex Search and a custom LLM pipeline, enabling automated extraction and classification, and equipping sales teams to cross-sell and upsell related products.
Manual document processing time cut by over 80%. Compliance has become 100%, and sales process has improved by 350%.
Data governance and Data quality programme for KPN
KPN, the largest telecommunications provider in the Netherlands, had no formal enterprise-wide data ownership model, no centralised data catalogue, and was facing increasing data quality issues due to a siloed operational system. EADX designed and implemented a comprehensive data governance framework aligned to DAMA-DMBOK, stood up a data catalogue with full lineage tracking, and ran a series of stakeholder workshops to embed data ownership accountability across business units and operational teams.
Lost revenue saved due to data quality. The data catalogue is live, with 5,000+ assets catalogued within 6 months.
Solving your top Data & AI concerns
| # | Main Concern | EADX Solution |
|---|---|---|
| 1 | Our data is not ready for AI. How do we know where we stand and what to fix first? | EADX Data Readiness Assessment & AI Roadmap |
| 2 | We are spending too much on our data platform and BI tools. Can costs be reduced without losing capability? | EADX Cost Efficiency Assessment & Optimisation Plan |
| 3 | We need to deliver BI and data pipelines faster and more reliably. Our current team is stretched. | EADX Data Engineering & BI Development Services |
| 4 | Our data is ungoverned. We don’t know who owns what, and compliance is becoming a risk. | EADX Data Governance Programme & Tooling |
| 5 | We want to deploy AI but don’t know where to start or how to make it production-safe. | EADX AI Proof of Concept & Production Deployment |