Legacy warehouses at their limits
On-premise systems that cannot scale with data volume, concurrency or new analytical demands.
Data & AI
Modernize the data platform your business decisions depend on.
Legacy warehouses, siloed databases and manual reporting slow every downstream decision. TechRBM helps organizations move from fragmented legacy data estates to modern, cloud-native platforms that are governed, scalable and ready for analytics and AI workloads.
The challenge
Where teams get stuck with data modernization
Fragmented data ownership
The same business entity defined differently across departments, tools and spreadsheets.
Slow, manual reporting
Analysts spending more time preparing data than interpreting it.
AI readiness gaps
Data that is not documented, governed or structured well enough to support AI use cases.
Our approach
How TechRBM works through it
- 01
Assess the current estate
Inventory sources, workloads, dependencies and reporting consumers before anything is moved.
- 02
Design the target platform
Define storage, modelling, governance and access patterns aligned to how the business actually works.
- 03
Migrate in controlled waves
Move workloads incrementally with parallel validation, so reporting never goes dark.
- 04
Enable and hand over
Document models, train teams and establish ownership so the platform stays healthy after go-live.
Capabilities
What this service covers
Legacy data warehouse assessment and rationalization
Modern lakehouse and cloud warehouse design
Dimensional and semantic data modelling
Historical data migration and reconciliation
Metadata, lineage and data catalog enablement
Data governance and access-control frameworks
Reporting and BI platform migration
Technology areas
Technologies we work with in this practice
Azure
AWS
Microsoft Fabric
Databricks
Snowflake
SQL Server
PostgreSQL
Power BI
Business outcomes we work toward
- A single, documented source of truth for core business reporting
- Analytics workloads that scale without re-architecture
- Shorter path from a new data question to a trustworthy answer
- A governed foundation that AI and advanced analytics can safely build on
Related services
Where this connects
Ready to Modernize What's Next?
Tell us about your technology, data, AI, cloud or software requirements and we'll map out a practical path forward.
Talk to TechRBM