# Unwind Data

> Expert Data & AI consulting for scale-ups and enterprises across Europe. We help ambitious teams unlock value from their data infrastructure.

## About

Unwind Data is a specialist Data & AI consultancy founded by Wesley Nitikromo. Based in Amsterdam, we help scale-ups and enterprises build AI-ready data foundations, semantic layers, and governance frameworks — without the overhead of a big consultancy. 50+ clients served worldwide.

## Services

- [AI Readiness Assessment](https://unwinddata.com/services#ai-readiness-assessment): Audit your data architecture's AI readiness, identify hallucination risks, and get a prioritised roadmap.
- [Semantic Layer Design & Implementation](https://unwinddata.com/services#semantic-layer): Build a certified metrics catalogue and LLM grounding layer on your stack (dbt, Cube, LookML, Omni).
- [Tool-Agnostic Data Strategy](https://unwinddata.com/services#advisory): Vendor-neutral guidance on BI, warehouse, and semantic layer selection.
- [Training & Team Enablement](https://unwinddata.com/services#training): Hands-on workshops for dbt, LookML, semantic layer, and AI-ready data architecture.
- [Managed Semantic Services](https://unwinddata.com/services#managed-services): Ongoing metrics governance, new dimension implementation, and monthly health audits.

## Specialisations

- [MCP-Driven Data Consulting](https://unwinddata.com/mcp-driven-data-consulting): Design, implement, and govern Model Context Protocol servers for AI-powered data access.
- [Omni Migration](https://unwinddata.com/migrate-to-omni): Seamless migration from Looker, Tableau, or Metabase to Omni BI in 4-7 weeks.
- [Semantic Layer Architecture](https://unwinddata.com/semantic-layer): The infrastructure that makes AI outputs trustworthy.

## Key Topics

- Semantic layers (dbt Semantic Layer, Cube, LookML, Omni)
- AI agent governance and deployment
- Data architecture for AI and LLM grounding
- Model Context Protocol (MCP)
- BI migration and modernisation
- Data governance and metrics certification
- AI readiness assessment

## Blog

Latest insights on data strategy, governance, agentic workflows, and semantic layer architecture: https://unwinddata.com/blog

## Contact

- Website: https://unwinddata.com
- Email: hello@unwinddata.com
- Schedule a call: https://unwinddata.com/contact
- Office: Amsterdam, The Netherlands

## Optional

- llms-full.txt: https://unwinddata.com/llms-full.txt
- Sitemap: https://unwinddata.com/sitemap.xml