
Migration &
Modernisation:
We manage seamless migration from legacy data warehouses and cloud
platforms to the Databricks Lakehouse, ensuring minimal disruption and
optimised performance from day one.

Legacy Hive, Snowflake, Redshift, and Azure SQL to Delta Lake Migration

Bronze-Silver-
Gold Delta
Table Layering

Serverless
Architecture with
Photon Engine

YAML-based
Workflow
Orchestration

Real-Time & Streaming
Services
We design and implement real-time data pipelines that enable instant
insights, low-latency processing, and reliable decision making across the
enterprise.

Auto Loader and
Structured Streaming
Pipelines

Delta Live Tables
with Schema
Enforcement

Real-Time
Reporting with
UDTFs

Serving Endpoints
for Online
Feature Tables

Machine Learning
& AI
We build, train, and deploy machine learning and AI solutions on
Databricks, combining MLflow, AutoML, and Generative AI to accelerate
intelligent decision making at scale.

MLflow
Model Lifecycle
Management

AutoML and
Generative AI
Enablement

Feature
Engineering and
ML Deployment

Responsible AI
Governance and
Drift Monitoring

Data Governance
& Security
We implement robust governance and security frameworks within
Databricks, ensuring organisations maintain compliance, data quality, and
controlled access across their data estate.

Unity Catalog for
Centralised Metadata
and Access Control

Role-Based and
Attribute-Based
Access Policies

Lineage, Tagging,
and Masking for
Sensitive Columns

Automated Audit
Logging and
Policy Enforcement

DevOps &
Administration
We establish reliable DevOps practices and platform administration
frameworks to keep Databricks environments secure, efficient, and
continuously improving.

CI/CD with
GitHub, GitLab,
and Terraform

Databricks Asset
Bundle Deployment
Automation

Cluster Configuration,
Monitoring, and
Optimisation

Version Control,
Upgrade, and
Rollback Management

Managed Services
& Advisory
We provide ongoing platform management, monitoring, and strategic
advisory to ensure organisations continuously extract value from their
Databricks investment.

End-to-End
Databricks Platform
Management

24x7
Monitoring and
Incident Resolution

Post-Production
Maintenance and
Optimisation
