Cloud & Platform Services
Databricks consulting UK, Snowflake consulting UK, and Azure data platform consulting. We design, migrate, and optimise enterprise cloud data platforms.
Databricks Consulting
Databricks consulting UK — from initial platform setup and Unity Catalog governance through to advanced Delta Live Tables and MLflow pipelines.
Lakehouse Architecture
Medallion architecture design (bronze/silver/gold), Delta Lake table design, and Unity Catalog governance structure.
Unity Catalog
Governance, access control, data lineage, and auditing across workspaces. We help you implement Unity Catalog from scratch or migrate from legacy Hive metastore.
Delta Lake
Delta table optimisation, Z-ordering, VACUUM strategies, and Change Data Feed for incremental processing.
Photon & SQL Warehouses
Query optimisation, Photon-enabled compute configuration, and SQL Warehouse sizing for cost-performance balance.
Delta Live Tables
Declarative ETL pipelines with built-in data quality expectations, automatic lineage, and simplified orchestration.
PySpark at Scale
Scalable PySpark transformations, broadcast joins, partitioning strategies, and cluster optimisation for large-scale data processing.
Snowflake Consulting
Snowflake consulting UK — Data Cloud design, data sharing, and cost optimisation for analytics-first organisations.
Data Cloud Design
Multi-cluster warehouse configuration, database/schema design, and role-based access control. We build Snowflake environments that scale without surprise cost overruns.
Snowpark
Python and Java workloads running natively in Snowflake. We build Snowpark DataFrames for complex transformations that stay close to the data.
Data Sharing
Snowflake Marketplace and direct data sharing architectures. Share live data with partners and customers without ETL.
Cost Optimisation
Query profiling, warehouse auto-suspend configuration, clustering key design, and search optimisation to reduce your monthly Snowflake bill.
Azure Data Platform Consulting
Azure data platform consulting — from Azure Data Lake Storage Gen2 and Azure Data Factory through to Synapse Analytics and Event Hubs.
ADLS Gen2
Azure Data Lake Storage Gen2 architecture, folder hierarchy design, and access control with Entra ID.
Azure Data Factory
ADF pipeline design, parameterisation, and migration from legacy SSIS packages to cloud-native ETL.
Azure Synapse Analytics
Dedicated and serverless SQL pools, Synapse Spark integration, and Synapse Link for Cosmos DB.
Azure Event Hubs
Real-time data ingestion from IoT devices, application events, and telemetry streams.
Azure Databricks
Managed Databricks on Azure, VNet injection, Private Link configurations, and Entra ID integration.
Azure DevOps
CI/CD pipelines for data, ARM/Bicep IaC deployments, and automated testing frameworks.
AWS & GCP
AWS Data Services
- S3 and data lake architecture
- AWS Glue ETL and Data Catalog
- Amazon Redshift design and optimisation
- EMR (Spark) cluster configuration
- AWS Lambda for event-driven data processing
GCP Data Services
- BigQuery schema design and optimisation
- Google Cloud Storage data lake setup
- Dataflow (Apache Beam) pipelines
- Pub/Sub streaming integrations
- Looker and Looker Studio reporting layers
Infrastructure as Code
We provision all data infrastructure with Terraform, ensuring reproducibility, auditability, and cost control.
Terraform
All cloud resources provisioned via Terraform. Databricks workspaces, Snowflake objects, Azure resources — fully code-managed.
Azure DevOps / GitHub Actions
CI/CD pipelines that apply Terraform plans on merge and run dbt tests before deployment.
Environment Management
Dev, staging, and production environments with consistent configuration. No more snowflake configuration drift.
Ready to discuss your cloud platform needs? Contact Us