When systems are disconnected and reports disagree, we help turn the data into consistent reporting, self-service analysis, and conversational BI. Our consultants design and implement the warehouses, integration, and shared semantic models behind those capabilities.
Bring us a platform change, a difficult data source, or reporting that no longer meets your needs. We can review the architecture, deliver a focused improvement, or work alongside your team.
WHEN TO BRING US IN
Onboard new sources, connect business records, and retain history as your systems evolve.
Data engineering & automationReplace conflicting calculations with shared definitions that Power BI and Excel can reuse.
BI & semantic modelingAssess platform options, choose a useful first deliverable, and plan how to move from your current environment.
Architecture & modernizationOUR ARCHITECTURE IN PRACTICE
Our medallion approach gives each model a clear job: preserve source context, integrate history, simplify analysis, and share definitions. Established patterns make these layers highly automatable, with lineage connecting source capture to shared measures.
01 Bronze / ODS
ODS tables follow source structures and retain load metadata, so downstream teams can reuse captured data, recognize its keys and values, and investigate its origin.
02 Silver / Data Vault
Data Vault separates keys, relationships, and attribute history to accommodate source changes. Reusable integration and recorded origins reduce repeated source mapping and support audits.
03 Gold / Kimball
Kimball star schemas organize facts at a clear grain with shared dimensions, so analysts spend less time rebuilding joins and reconciling business context.
04 Semantic / Models
Shared semantic models capture business understanding in definitions, relationships, and measures. Paired with AI instructions, they support consistent reporting and more trusted conversational analytics.
CONSULTING SUPPORT
Get architecture and implementation support on your chosen platform, including WhereScape customizations when they fit your approach.
We automate repetitive model and loading work using established ODS, Data Vault, and dimensional patterns, tailored to your standards. Your team gains reusable foundations and the guidance to extend them.
Our credentials
LET’S FIND YOUR NEXT STEP
Bring your challenge. We’ll bring a team ready to understand it.