Astrea IT Services helps organisations build unified, governed data platforms on Databricks — turning fragmented data into competitive intelligence.
Databricks consolidates your data warehouse, ETL tool, ML platform, BI layer, and governance system into a single Lakehouse — eliminating data silos at the foundation.
Run on AWS, Azure, or GCP with autoscaling clusters. Whether you're processing millions or billions of records, Databricks scales without manual infrastructure management.
Engineers, scientists, and analysts collaborate in one environment. No data movement, no handoffs, no delays between data preparation and model deployment.
Built on open standards — Delta Lake, Apache Spark, MLflow. Your data, models, and pipelines remain portable and vendor-independent.
From raw ingestion to production AI — Databricks covers the complete data lifecycle, and Astrea IT implements all of it.
Build robust, scalable data pipelines using Delta Live Tables, Auto Loader, and Structured Streaming — processing batch and real-time data with unified orchestration.
Build, track, and deploy models at scale with MLflow and Feature Store. Serve predictions in real time or batch with governed Model Serving endpoints.
Run fast, serverless SQL on your Lakehouse. Connect Power BI, Tableau, or Looker — all querying the same governed, unified data layer.
Fine-grained access control, data lineage, audit logging, and compliance tooling across all data assets — tables, models, notebooks, and files.
Fine-tune and serve large language models on your proprietary data. Build intelligent RAG applications and AI assistants with full governance and lineage.
Deploy on AWS, Azure, or GCP with consistent tooling. Migrate between clouds or run multi-cloud workloads without re-engineering pipelines.
Unify customer data from CRM, marketing, support, and product into a single Customer 360 — enabling personalisation and churn prediction at enterprise scale.
Process sensor, machine, and operational data in real time — powering predictive maintenance, quality control, and supply chain optimisation.
Run risk models, fraud detection, and regulatory reporting on a fully governed data platform with complete audit lineage and access controls.
Embed intelligence directly into your product — recommendation engines, LLM-powered features, and real-time ML serving on the Lakehouse.
End-to-end Databricks implementation — from first design to live production and beyond.
Design your Databricks Lakehouse from the ground up — data zones, Delta Lake structure, cluster policies, and governance model built for your specific workloads.
Build production-grade ETL and ELT pipelines using Delta Live Tables and Auto Loader — from raw ingestion to gold-layer tables ready for analytics and ML.
Migrate from legacy warehouses, Hadoop clusters, or fragmented cloud environments to a unified Databricks Lakehouse with structured, minimal-disruption methodology.
Configure MLflow, Feature Store, and Model Serving — creating a governed, reproducible ML environment from experimentation through to production deployment.
Implement organisation-wide data governance — workspaces, metastores, RBAC policies, data lineage, and audit logging across all data assets and teams.
Role-based training for engineers, analysts, and scientists. Ongoing performance optimisation, cost management, and managed support as your platform scales.
Native connectors across cloud, BI, orchestration, and streaming — no rip-and-replace required.
| Category | Tools & Platforms | Integration Type |
|---|---|---|
| Cloud |
AWSMicrosoft AzureGoogle Cloud
|
Native deployment, managed clusters, IAM integration |
| BI & Reporting |
Power BITableauLookerQlik
|
SQL connector, Partner Connect, direct query mode |
| Orchestration |
Apache AirflowAzure Data FactoryPrefect
|
Databricks operator, REST API, job clusters |
| Streaming |
Apache KafkaAzure Event HubsAWS Kinesis
|
Structured Streaming, Auto Loader, triggers |
| Transformation |
dbtDelta Live TablesSQL
|
dbt-databricks adapter, native DLT pipelines |
| CRM & Enterprise |
SalesforceSAPWorkday
|
Partner Connect, REST connectors, JDBC/ODBC |