Technology ecosystem
The platforms we build on, and the partners behind them
Flytics engineers work with Oracle and Databricks reference architectures, and stay platform-neutral when your business needs something else.
Oracle Cloud & Database Ecosystem
Specialised engineering across Oracle Cloud Infrastructure (OCI), Autonomous Database, Oracle Data Integrator (ODI), GoldenGate real-time replication, and EPM Cloud.
Explore Oracle servicesCore capabilities
- 01Autonomous Data Warehouse (ADW) design and optimisation
- 02Oracle GoldenGate zero-downtime replication
- 03OCI architecture and landing zone governance
- 04Oracle Analytics Cloud (OAC) semantic layer modelling
Databricks Lakehouse Platform
End-to-end lakehouse modernisation: Delta Lake reliability, Unity Catalog governance, Delta Live Tables and MLflow operationalisation.
Explore Databricks LakehouseCore capabilities
- 01Medallion architecture (Bronze / Silver / Gold) deployment
- 02Unity Catalog data lineage, audit and RBAC governance
- 03Real-time Spark streaming and Delta Live Tables (DLT)
- 04MLflow feature store and predictive model lifecycle
Data pipeline architecture
Bronze, Silver, Gold: the medallion path
Every pipeline we build moves data through three governed layers, from raw ingestion to business-ready tables.
Layer 01
Bronze
Raw ingestion
Raw Oracle Database, ERP, and CRM transactional data ingested via GoldenGate real-time CDC or batch into Databricks Delta Lake storage.
- Oracle Database, ERP and CRM sources
- GoldenGate real-time CDC or batch
- Databricks Delta Lake storage
Layer 02
Silver
Cleaned and conformed
Data filtered, joined, transformed, and governed via Databricks Unity Catalog for single-source-of-truth operational reporting.
- Filtered, joined and transformed
- Governed with Unity Catalog
- Single source of truth
Layer 03
Gold
Business aggregates
High-performance aggregated tables optimized for machine learning models, executive analytics, and Oracle Analytics Cloud.
- Aggregated, high-performance tables
- Machine learning models
- Executive analytics in Oracle Analytics Cloud
Start here
Let us talk about your data.
Tell us about your current infrastructure and where you need support.