Services
Every capability between raw data and production AI.
Engage us for a single specialism or the full lifecycle — our teams are structured to plug into wherever your platform is today.
Databricks Consulting
We design, build, and tune Databricks lakehouses that unify your data and AI workloads — from workspace architecture to Unity Catalog governance and job-cost optimisation.
- Lakehouse architecture & workspace design
- Unity Catalog governance setup
- Delta Live Tables pipelines
- Cluster & cost optimisation
Data Engineering
We build batch and streaming pipelines engineered for scale, observability, and low maintenance overhead — so your teams trust the numbers on day one.
- Batch & streaming pipeline design
- Orchestration (Airflow, Dagster, Workflows)
- Data quality & observability
- Schema & contract management
AI & Machine Learning
From predictive models to generative AI copilots, we take use cases from proof of concept to production, with monitoring and guardrails built in from the start.
- ML model development & MLOps
- LLM & generative AI applications
- Forecasting & recommendation engines
- Model monitoring & retraining pipelines
Cloud Migration
We plan and execute migrations to AWS, Azure, and GCP with minimal downtime, clear cost modelling, and a rollback path at every stage.
- Migration assessment & roadmap
- Lift-and-shift & re-architecture
- Cost modelling & FinOps
- Post-migration validation
Data Platform Modernisation
We modernise legacy warehouses and ETL estates into modular, cloud-native platforms — preserving business logic while removing years of technical debt.
- Legacy-to-cloud replatforming
- ETL-to-ELT redesign
- Metadata-driven architecture
- Phased cutover planning
Data Governance
We implement governance frameworks that give you lineage, access control, and audit-readiness without slowing your teams down.
- Data cataloguing & lineage
- Access control & masking
- Regulatory compliance (GDPR, HIPAA, etc.)
- Governance operating models
Data Warehousing
We design dimensional and modern warehouse models tuned for the way your analysts and applications actually query data.
- Dimensional & Data Vault modelling
- Warehouse performance tuning
- Semantic layer design
- Historical data migration
Real-time Analytics
We build streaming analytics pipelines that surface signals the moment they happen — for fraud detection, operations, and live dashboards.
- Event streaming (Kafka, Kinesis, Event Hubs)
- Stream processing & CEP
- Real-time dashboards & alerting
- Low-latency serving layers
Business Intelligence
We deliver BI ecosystems — from data models to dashboards — that give every team a single, governed way to answer their own questions.
- Executive & operational dashboards
- Self-serve semantic models
- Power BI / Tableau / Looker delivery
- Adoption & enablement training
Managed Data Services
An ongoing partnership where we monitor, support, and evolve your data platform — so your internal team can focus on the roadmap, not the pager.
- 24/7 platform monitoring & support
- SLA-backed incident response
- Continuous cost & performance tuning
- Quarterly roadmap reviews
Not sure where to start?