AI-Ready Data Foundation
With 25 years of enterprise data platform experience, we get your data in order without migration, on Cloudera, Microsoft or Databricks.
What makes us different?
25 years of building data platforms
For a quarter of a century we have built and operated enterprise data platforms, so we know where projects usually get stuck.
No unnecessary migration
We make your existing environment fit for purpose instead of dragging you into another migration project.
Independent recommendations
As a Cloudera, Microsoft and Databricks partner we recommend the solution that actually works for you.
In short
AI-Ready Data Foundation is United Consult's data preparation service for artificial intelligence projects. We make the data needed for the selected use case reliable and accessible: target architecture, continuous quality checks, access rights and an optional searchable knowledge base, built on your existing systems.
A reliable foundation for every AI solution
We prepare company data so models give accurate, verifiable answers, building on your existing systems without migration.
When is it needed?
Initiatives keep stalling because information is incomplete, scattered across systems, undocumented, or it isn't clear who may access it. And a model working from poor material is confidently wrong.
How we work
We get the data domain needed for the selected use case in order and make it accessible. We design the target architecture, set up continuous quality checks and access rights, and if needed build a searchable knowledge base for generative solutions.
Where can it be used?
Searchable internal knowledge base
Policies, product descriptions and manuals an assistant can answer from accurately.
Unified customer view
Reliable customer data merged from multiple systems for forecasting models.
Machine data preparation
Machine and equipment data for predictive maintenance.
Queryable reports
A data layer an AI assistant can answer from reliably.
Who is it for?
Data leaders and architects planning to introduce artificial intelligence who know the foundations aren't ready yet. Especially those using Cloudera, Azure or Databricks, or choosing between them.
How our collaboration progresses
Current environment, gaps
Target architecture
Quality, access rights, knowledge base
Documentation, training
What we leave with you at the end of the project
- A target architecture for the data layer serving AI
- Automated quality checks that continuously watch for errors
- Transparent data lineage: you can see where each piece of data comes from
- Access rules defining who can see what
- Optional searchable knowledge base for generative solutions
- Complete documentation your team can carry forward
Who do you work with?
Useful reading on this topic
FAQ
Frequently asked questions about this service.
What does AI-ready data mean?
Data that is reliable, documented, of verified quality, with controlled access. From such data AI can give accurate and verifiable answers.
Do we have to replace our existing data platform?
No. United Consult makes your existing environment AI-ready instead of dragging you into another migration project. More data domains can be added later.
What is a searchable knowledge base?
A data layer built from company documents (policies, product descriptions, manuals) from which a generative AI assistant can give accurate answers with source references. Its technical name is RAG.
Which data platform do you recommend?
The one that actually works for you. As a Cloudera, Microsoft and Databricks partner we recommend independently of technology and help you make the decision.
How long does the project take?
The base package takes 8 to 12 weeks: assessment, design, build and handover. Larger programmes are delivered in phases.
30-minute AI consultation
Let's review the state of your data and what it takes for AI to work with it reliably.
Make the most of IT with United Consult.
Book an appointment
Related services
Get in touch
Subscribe to our newsletter
Only valuable content, no spam. Join our IT community!
© 2026 United Consult Zrt.
