Data warehousing for fast, structured analytics at scale.
ScaleCloud builds data warehouses — structured, optimised storage for fast SQL analytics — with dimensional modeling, performance tuning, and governance for BI and reporting.
4-sec queries.
1PB+.
99.9%.
Modeled.
Full-lifecycle data warehousing expertise
From model to query — select a stage to see the focus areas, deliverables, and tooling we bring.
Model
Star schemaDesign dimensional models — star and snowflake schemas for analytics.
- Star
- Snowflake
- Dimensions
- Schema
- Dimensions
- Facts
Ten services across the warehousing lifecycle
A complete warehousing practice — select a service to explore the outcomes and where it fits.
Dimensional Modeling
Design star and snowflake schemas for analytics.
Star schemaDepth across every warehousing domain
We deliver across the full warehousing portfolio — select a domain to see what it covers and where it fits best.
Modeling
6 native servicesDimensional and schema design.
A production-grade data warehouse architecture
Modeling, ETL, performance, query, governance, and operations layers. Select a layer to explore its components and design principles.
ETL Layer
ReliableLoading and transforms.
- Reliable
- Scheduled
- Tested
How we deliver data warehouses
Select a delivery track to explore our approach — model, load, and serve.
Model & Load
Star schemaDesign dimensional models and load data.
- Dimensional modeling
- Star/snowflake design
- Dimension tables
- Fact tables
- ETL pipelines
- Loading schedules
- Data quality
- Test loads
Data warehousing capability depth
Seven capability areas with detailed features — select an area to explore each component and what it delivers.
Modeling
Dimensional design.
- StarSimple
- SnowflakeNormalised
- GalaxyMultiple
- DimensionsContext
- FactsMeasures
- BridgeMany-to-many
- SCDSlowly changing
- ConformedShared
- AggregateSummary
Start with a focused warehousing assessment
Three assessments that turn warehousing ambition into a fast analytics platform.
Warehouse Readiness
Assess data warehouse readiness — modeling, ETL, and performance.
Duration: 2–3 weeksRequest AssessmentPerformance Review
Review query performance and optimisation opportunities.
Duration: 1–2 weeksRequest AssessmentCost Optimisation
Assess warehouse cost and optimisation opportunities.
Duration: 1–2 weeksRequest AssessmentOutcomes our warehousing practice delivers
4-Second Queries
Structured, optimised data warehouses with indexing, partitioning, and materialised views — 4-second queries for fast BI and reporting.
1PB+ Scalable
Data warehouses that scale to 1PB+ with dimensional modeling, conformed dimensions, and governed access — structured for analytics at enterprise scale.
99.9% Available
Warehouse operations with monitoring, SLAs, and tuning that achieve 99.9% availability for BI and reporting workloads.
Continue across the AI & Data ecosystem
Explore related AI & Data capabilities — select one to see its strengths and where it fits.
Data Lakehouse
Lake + warehouse.
Insights from our warehouse engineers
Field-tested perspectives on modeling, performance, and cost — with author and read time.
Dimensional Modeling Done Right
Star and snowflake schemas that make warehouses fast and intuitive for analytics.
4-Second Query Performance
Indexing, partitioning, and materialised views that achieve 4-sec queries.
Reliable Warehouse ETL
Batch, CDC, and dbt transforms that load warehouses reliably.
BI-Ready Warehouses
Connecting BI tools to warehouses for fast, governed dashboards.
Warehouse Cost Optimisation
Rightsizing, auto-suspend, and storage tuning that cut warehouse cost.
Answers to common data warehousing questions
Readiness Score
Your transformation readiness at a glance
- Free 30-minute consultation
- 3-week warehouse
- NDA available on request
- No obligation, no pressure
Ready to build your data warehouse?
Book a consultation with our warehouse engineers and build a structured, fast warehouse with 4-second queries and 99.9% availability.