Data Principles We Live By
Our approach is to combine Databricks expertise, reusable IP and cloud to
build scalable, trusted and AI ready modern data foundations.
Ensures every strategy and action is data driven, reducing guesswork and aligning teams toward measurable impact.
Enables flexibility and cost efficiency by selecting the best fit platform for your business goals, not vendor lock in.
Reduces rework and maintenance costs while ensuring solutions stay scalable and adaptable as the business grows.
Builds trust and auditability into your data ecosystem, making it AI ready and regulation safe.
Keeps systems reliable and evolving, ensuring consistent performance and lower downtime.
Makes AI adoption responsible and scalable by ensuring models are trained on trusted, well structured data.
Databricks Offerings
Databricks Offerings
1.
Lakehouse Build &
Modernisation
From setup and configuration to legacy migrations, we use proven architectures and automation to accelerate deployment and deliver reliable, ready to use data.
2.
Governance, Lineage &
Data Quality
We deliver transparent and auditable data environments for confident decision-making and accelerated AI adoption by leveraging frameworks powered by Unity Catalog, Alation and SODA.
3.
AI & ML
Enablement
From traditional models to GenAI solutions with RAG and vector search, we design, build and deploy governed and reliable AI systems that scale with your data.
4.
DataOps, MLOps & 24/7 Managed
Services
We provide monitoring, orchestration, incident management and model lifecycle operations, combining DataOps, MLOps with 24 hour support to keep the user experience at its best.
5.
Data Engineering & Integration
Accelerator
Build high performance batch and streaming pipelines using Spark, Delta Live Tables and Auto Loader optimised for reusability and monitoring.
6.
Infrastructure, Security &
Cloud Readiness
Across Azure, AWS or GCP, we design and configure cloud infrastructure, including networking, private link, VNet peering, identity and security policies, to ensure high performance Databricks environments with enterprise cloud controls.
7.
Databricks SQL &
BI Enablement
We migrate dashboards and queries from legacy platforms and integrate with Power BI and Tableau to unify analytics, boost performance and deliver a single source of truth.
8.
Performance & Cost
Optimisation
We analyse workloads, clusters and jobs to implement auto scaling, workload tuning and Photon optimisation by delivering faster performance on Databricks environments.
9.
Business Intelligence
Enablement
Enable governed, self service insights with Power BI.
We design and deliver semantic models, Power BI/ Databricks reports and embedded analytics solutions, empowering teams with actionable insights and unified, AI ready BI across the enterprise.
Databricks Offerings
Lakehouse Build & Modernisation
Build a clean, well-structured Databricks Lakehouse that’s ready for AI
What we offer:
-
Environment setup, workspace configuration, and landing zone design
-
Migration from legacy warehouses and lakes
-
Architecture patterns and automation for faster deployment
-
Secure, governed base ready for advanced workloads
Governance, Lineage & Data Quality
Establish strong oversight so data is trusted, understood, and easy to audit.
What we offer:
-
Unity Catalog setup for permissions, security, and governance
-
End-to-end lineage with tools like Alation
-
Quality monitoring with SODA
-
Compliance frameworks and audit-ready controls
Data Engineering & Integration Accelerator
Build pipelines quickly using reusable engineering patterns.
What we offer:
-
Batch and streaming pipelines using Spark, Delta Live Tables, and Auto Loader
-
Prebuilt patterns for SAP, ERP, IoT, and common enterprise sources
-
Pipeline monitoring and observability
-
Designs that scale without complexity
Databricks SQL & BI Enablement
Simplify reporting by moving analytics to Databricks SQL.
What we offer:
-
Migration of dashboards, queries, and datasets from older BI platforms
-
Setup of serverless warehouses
-
Integration with Power BI and Tableau
-
A single, consistent reporting layer for business teams
AI & ML
Enablement
Build and run AI solutions on Databricks with proper controls and structure.
What we offer:
-
MLflow setup for training, tracking, and deployment
-
Feature Store design and build
-
AI and GenAI solutions using Mosaic AI, RAG, and vector search
-
Model governance, validation, and monitoring
Performance & Cost Optimization
Reduce spend and improve speed without disrupting workloads.
What we offer:
-
Review of job performance, cluster setup, and usage patterns
-
Tuning of queries, workloads, and cluster configurations
-
Auto-scaling improvements and Photon tuning
-
Clear cost controls and reporting
DataOps, MLOps & 24/7 Managed Services
Keep Databricks running smoothly with round-the-clock operations.
What we offer:
-
Monitoring, alerting, and incident response
-
Job orchestration and pipeline reliability
-
Model lifecycle management and retraining
-
Continuous environment improvements
Infrastructure, Security & Cloud Readiness
Build a secure cloud foundation for Databricks on Azure, AWS, or GCP.
What we offer:
-
Network design, private link, and VNet/VPC configuration
-
Identity and access setup (Entra ID, IAM)
-
Policy hardening and security controls
-
Cloud-ready Databricks workspaces that meet enterprise standards
Business Intelligence Enablement (Power BI)
Deliver governed, self-service reporting for the enterprise.
What we offer:
-
Semantic model design
-
Power BI and Databricks-connected reporting
-
Embedded analytics for applications
-
Governance structures for BI
-
Enterprise-wide, ready-for-AI reporting models
Data Fragmentation
and Silos
Break down silos with a single Lakehouse platform that unifies data, analytics and AI.
Poor Data
Quality
Ensure reliable, trusted insights with built in governance, lineage and quality controls.
Slow
Time to Insight
Accelerate decision making with automated pipelines and near
real time analytics.
Data Governance and
Security Risks
Strengthen compliance and control through centralised governance with Unity Catalog.
Lakehouse Build & Modernisation
From setup and configuration to legacy migrations, we use proven architectures and automation to accelerate deployment and deliver reliable, ready to use data.
Databricks SQL & BI Enablement
We migrate dashboards and queries from legacy platforms and integrate with Power BI and Tableau to unify analytics, boost performance and deliver a single source of truth.
Governance, Lineage & Data Quality
We deliver transparent and auditable data environments for confident decision-making and accelerated AI adoption by leveraging frameworks powered by Unity Catalog, Alation and SODA.
Data Engineering & Integration Accelerator
Build high performance batch and streaming pipelines using Spark, Delta Live Tables and Auto Loader optimised for reusability and monitoring.
AI & ML Enablement
From traditional models to GenAI solutions with RAG and vector search, we design, build and deploy governed and reliable AI systems that scale with your data.
Performance & Cost Optimisation
We analyse workloads, clusters and jobs to implement auto scaling, workload tuning and Photon optimisation by delivering faster performance on Databricks environments.
DataOps, MLOps & 24/7 Managed Services
We provide monitoring, orchestration, incident management and model lifecycle operations, combining DataOps, MLOps with 24 hour support to keep the user experience at its best.
Infrastructure, Security & Cloud Readiness
Across Azure, AWS or GCP, we design and configure cloud infrastructure, including networking, private link, VNet peering, identity and security policies, to ensure high performance Databricks environments with enterprise cloud controls.
Business Intelligence Enablement
Enable governed, self service insights with Power BI.
We design and deliver semantic models, Power BI/Databricks reports and embedded analytics solutions, empowering teams with actionable insights and unified, AI ready BI across the enterprise.
Databricks Accelerators
Unity Catalog Migration Accelerator
Quickly migrate to a unified data governance layer in Databricks, reducing migration time by up to 70% while delivering enterprise grade lineage, auditability and metadata visibility.
SAP to Databricks Accelerator
Streamline and modernise your SAP data pipelines, eliminate legacy licence limitations and fuel near real time analytics and AI by integrating SAP with Databricks’ Delta architecture.
Synapse to Databricks Accelerator
Streamline your migration from Azure Synapse to Databricks by consolidating platforms, reducing cost and unlocking powerful analytics & AI capabilities.
Snowflake to Databricks Accelerator
Move your data warehouse workloads into Databricks Lakehouse to unify BI, ML and AI, allowing greater flexibility, lower costs and faster innovation.
