AI technology

Why technology choices matter

AI is not just about algorithms. The underlying platform, infrastructure, and integration determine whether solutions can scale from one proof-of-concept to enterprise-wide adoption.

The wrong choices lead to:

  • Expensive one-off solutions

  • Security gaps and compliance risks

  • Tools that don’t integrate with your data platform

  • Performance bottlenecks at scale

Our approach to AI technology

We help you design a technology stack that grows with your business, balancing flexibility and governance:

  • Buy vs. Build decisions → select between off-the-shelf, low-code, or custom-built solutions depending on your needs

  • Problem-driven model selection → the right algorithm or GenAI architecture for the right business challenge

  • Integration-first mindset → ensure every AI solution connects seamlessly with your Modern Data Platform (Azure, Databricks, Microsoft Fabric, …)

  • Security & compliance by design → align with enterprise IT standards and the EU AI Act

  • Performance & scalability → design for terabytes of data and thousands of users from day one

The element61 GenAI Acceleration Kit

Your foundation for scalable, enterprise-ready Generative AI

Even with the right platforms and algorithms, building Generative AI applications from scratch can be complex and time-consuming. That’s why we developed the GenAI Acceleration Kit — a modular, reusable foundation designed to speed up delivery and enforce best practices.

With the Kit, you get:

  • Reusable components for RAG setups, data ingestion pipelines, and vector database integration as well as existing agents

  • Built-in governance & monitoring hooks, making compliance and performance tracking straightforward

  • Plug-and-play architecture to ensure consistency across different projects and teams

  • Hybrid flexibility — whether you use Copilot-style horizontal tools or build custom pro-code solutions, the kit adapts to your needs

This means your teams spend less time reinventing the wheel and more time creating business-specific GenAI solutions that deliver value faster.

Learn more about the GenAI Acceleration Kit

Ready to build your AI technology stack?

Reach out today to discuss setting up your AI Technology stack and start maximizing the sustained impact of your AI investments.