Clear data. Better decisions.
We help enterprise teams turn disparate operational data into reliable systems for strategy, automation, and long-term stability.
- Databricks
- Lakehouse
- Oracle
- ERP to cloud
- Unity Catalog
- Governed
Revenue
$4.8M
+12.4%
Forecast accuracy
94%
+3.1%
Data freshness
Live
CDC
62%
Target met
- Direct
- Partners
- Online
Forecast
On track
Official partnerships & ecosystems
Built with enterprise standards and trusted technology partners.
Databricks Certified Partner
Databricks
Unified Lakehouse Architecture, Delta Live Tables, Unity Catalog Governance, and MLflow Machine Learning.
Oracle Partner Network
Oracle
Enterprise ERP Ingestion, GoldenGate Real-Time Replication, OCI Cloud Infrastructure, and Oracle Analytics Cloud.
Why work with us
Quiet, reliable data infrastructure
01
Direct access to insights
Automated Databricks pipelines move information from Oracle ERP and transactional databases directly to your dashboard without manual intervention. Clean metrics when you need them.
02
Structured for security
Data governance is handled early. We implement Oracle security protocols and Databricks Unity Catalog to enforce compliance, access controls, and strict auditing.
03
Focused on practical outcomes
Technology serves the business, not the other way around. Every engineering decision connects directly to an operational goal.
What we do
Capabilities built on Databricks and Oracle
End-to-end data engineering, governance, integration, and predictive machine learning.
Legacy systems often keep critical information trapped in silos. We design and deploy cloud architecture using Databricks Delta Lake and Oracle Cloud to collect, format, and store your data safely.
Explore Data Engineering- Delta Live Tables (DLT) pipeline construction
- Oracle GoldenGate CDC real-time data ingestion
- Cloud migration from legacy data warehouses to Databricks Delta Lake
- Automated data quality validation and monitoring
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
How we work
Our process
The same four steps on every engagement, so results are predictable.
- 01
Problem Definition
We sit down with your team to review current roadblocks, audit Oracle data assets, and define clear business metrics.
- 02
Architecture Review
We examine existing Oracle databases, evaluate pipeline health, and plan secure Databricks ingestion methods.
- 03
Modeling and Refinement
We structure the Medallion architecture, write clean transformation logic in Delta Live Tables, and validate accuracy.
- 04
Deployment and Handover
We deliver clear dashboards in Oracle Analytics Cloud, document the architecture, and hand over a self-sustaining system.
How we compare
Traditional setups versus a Flytics build
Data Processing
Traditional batch ETL scripts cause slow nightly updates.
We use Databricks Delta Live Tables and Oracle GoldenGate real-time CDC.
Data Governance
Traditional setups have fragmented permissions across multiple databases.
We build centralized Unity Catalog and Oracle security policies.
Analytics & AI
Traditional BI tools lack predictive capabilities.
We deploy native MLflow predictive models integrated with Oracle Analytics Cloud.
Scalability
Traditional infrastructure requires manual warehouse scaling and high overhead.
We implement auto-scaling Databricks serverless compute.
Case studies
Client success stories
Full case studies are on the way. Here is one highlight.
“Reduced operational reporting cycles from 3 days to real-time for an enterprise logistics team using Databricks Delta Live Tables and Oracle GoldenGate.”
- 0%
- Faster reporting
- 0%
- Migration accuracy
- 0M+
- Daily events
- 0%
- Lower TCO
Average speed-up across cloud migrations
Zero data loss on multi-terabyte cutovers
Near real-time streaming analytics
Right-sized, optimised cloud compute
Industries
Built for the realities of your sector
Regulation, telemetry and supply chains look different in every industry. Our designs start there.
Manufacturing
Drive operational excellence with connected factory analytics, predictive maintenance, and end-to-end supply chain visibility across your manufacturing operations.
Pharma & Life Sciences
Accelerate drug discovery, streamline clinical trials, and ensure regulatory compliance with advanced analytics and secure data platforms.
Utilities
Modernise grid operations, optimise asset performance, and improve customer experience with data-driven insights for energy, water, and gas utilities.
Retail & CPG
Unlock omnichannel insights, optimise inventory, and personalise customer experiences across your retail and consumer goods ecosystem.
Insights
Notes from the people doing the work
Reference architectures and lessons from modernising critical data systems.
Start here
Let us talk about your data.
Tell us about your current infrastructure and where you need support.