Data & AI Consulting Services
Modern AI fails without strong foundations.
I design end-to-end data and AI platforms where architecture, governance, quality, security, and decisioning are engineered together — not bolted on later.
Agentic AI & MCP Architectures
(Add intelligence safely)
Design and deploy production-grade agentic AI systems that are safe, observable, and governable.
Architect MCP and agent-to-agent workflows for real business use cases
Integrate Azure AI Studio, Fabric, Snowflake Cortex and Databricks ML
Implement evaluations, guardrails and observability for production AI
Align AI solutions with security, compliance and governance requirements
who it’s for
Ideal for teams exploring copilots, agentic AI and MCP who need enterprise-grade architecture, not just a proof of concept.
Data Management, Modelling & Lakehouse Engineering
(Build the foundation)
Build a clean, well-modelled and governed data estate that scales from analytics to AI. I design end-to-end data platforms in Fabric, Databricks, Snowflake and SQL.
- Dimensional, Data Vault and lakehouse-friendly data models
- Bronze–Silver–Gold and Delta Lake patterns across clouds
- Ingestion from S3, APIs, databases and streaming sources
- End-to-end lineage, documentation and semantic models
Who is it for:
For organisations that want a single, trusted data foundation instead of disconnected projects and ad-hoc pipelines.
AI Readiness, Data Quality & Governance
(Are we safe and ready?)
Bad data is dangerous. I assess and improve data quality, governance and access so your AI projects are built on high-trust, auditable foundations.
- Data quality frameworks (Great Expectations, Purview DQ, custom checks)
- 100% precision focus for AI-critical tables and features
- AI readiness reviews for lineage, metadata and access controls
- Integration of MCP, Purview, Collibra and policy enforcement
Who is it for:
This is where we answer the question: “Is our data actually safe and ready for AI?”
AI Security, MLflow & BI
(Operationalise and govern outcomes)
Secure the full lifecycle of your models and turn governed outputs into trusted decisions with Power BI and modern reporting
- MLflow model registry with governance and access controls
- Secure deployment using VNets, private endpoints and Key Vault
- Compliance-ready monitoring for AI workloads
- Power BI and Excel semantic models, dashboards and storytelling for leadership
who is it for:
From model registry to boardroom dashboards, I connect AI outcomes to decision-makers safely and clearly.