Data & AI
We realise your AI transformation
From the intelligent data foundation to AI that ships in production. We build production-grade data platforms and AI systems, driving use case delivery, data quality, and enterprise AI architectures built on Databricks, Kafka, and cloud-native tooling.
Built to analyse. Engineered to decide.
Most organisations already have data. The open question is no longer whether to collect it, but who turns it into something that runs in production, who owns the architecture behind it, and who keeps improving it as the business scales. That is where data decisions turn into daily operations, and where the engineering model behind them starts to matter.
Modern enterprise AI is no longer just about choosing the right model or the right cloud. Reliable AI in production requires an ecosystem where the data foundation, the transformation layer, and the inference infrastructure operate as a single, coherent system. Yet as AI ambitions grow, scaling often introduces hidden friction. When data engineering, platform architecture, and AI development are handled in silos, pipelines break silently, models drift, and promising pilots never reach the systems that need them.
This is where evoila closes the gap. We unify data platform engineering, lakehouse architecture, and AI system implementation into a standardised delivery model.
Our 450+ technical specialists do not just solve isolated data problems. We scope, architect, build, and operate the full data and AI lifecycle under clear enterprise ownership. By aligning your data foundations with production-grade architecture and automated pipelines, we deliver a platform engineered to sustain your AI ambitions, not just demonstrate them.
Common entry points into the portfolio
Whether you need to lay the data foundation, accelerate your first AI use case, or get a stalled pilot into production, explore more below.
AI & Data Consulting
You need a strategy before you need a platform. evoila’s consulting practice maps your data landscape, identifies high-value AI use cases, and builds the roadmap to get there. Workshops included. Excuses excluded.
Data Platforms
A solid data platform is the foundation for every AI initiative and data driven decision. We design, build and run scalable data platforms, from databases and data services to platform engineering.
AI Platforms
From model serving to governance and self-service AI. See how evoila turns fragmented AI tools into one scalable platform foundation.
AIOps
From unified observability to autonomous IT operations: AI-driven monitoring, intelligent incident response and agentic workflow orchestration – deployable in cloud, hybrid or fully private environments.
Agentic AI
Production-grade AI agents that reason, plan and act to orchestrate and automate your business processes. Built on whatever fits your requirements — on-premise or in the cloud.
Customised Solutions
From prototype to production. See how evoila builds AI systems engineered for your data, processes and compliance requirements.
No matter where your AI journey begins, our engineering teams ensure every component aligns with your existing compliance requirements and operational model. We do not build platforms in isolation. We build them on the tools your data engineers already trust and the architecture your business can actually operate.
Partner & Technologies
Built on platforms your engineers already trust
From Databricks lakehouses to Kafka streaming and Elasticsearch, we implement the tools that power production-grade data and AI systems.
Not sure where to start? We can help
Tell us where things are breaking down. We’ll tell you exactly what we’d do about it.
Jannik Heyl
Chief Technology Officer
FAQs
Commonly asked Questions about Data & AI
evoila covers the complete data and AI lifecycle, from data engineering and lakehouse architecture to AI platforms, custom agents, and managed operations. All delivered by the same team across on-premises and cloud environments, with no handover between consulting and implementation.
The Data Value Workshop or AI Adoption Workshop is the right entry point. Both are structured engagements that identify viable use cases, assess your current data foundation, and produce a prioritised roadmap with a concrete platform recommendation. Explore our Data & AI Consulting
Yes. evoila’s Private AI Foundation covers the full stack from GPU infrastructure and virtualisation to AI platform deployment and use case implementation, entirely on-premises and compliant with GDPR and EU AI Act requirements.