Your data exists. It just does not agree.
Salesforce says one thing, the ERP another and finance keeps a third version in spreadsheets. Reports run against live systems and slow them down. A well-modelled warehouse gives every team, dashboard and AI model the same answer.
Every department keeps its own version of customer and revenue data.
Reports run against Salesforce or the ERP and slow them down.
Month-end means exporting and stitching spreadsheets by hand.
Nobody knows which table or field is the real source of truth.
Historical data is lost every time a record is updated.
You want AI, but your data is too fragmented to train or ground it.
Warehousing, from design to operation.
A first subject-area mart or an enterprise lakehouse, designed for your volumes, your budget and the questions you need to answer.
Modelled to last, not just loaded.
A data foundation you can trust and grow.
Target Architecture
A documented platform design your team and future partners can build on.
Governed Data Model
Subject areas, keys and history designed for reporting and AI.
Data Catalogue & Lineage
Where every field comes from, who owns it and who can see it.
Runbooks & Handover
Operational docs and knowledge transfer so you can own it confidently.
Warehouses built to outlive the next tool change.
From one data mart to an enterprise platform.
Fixed-scope packages that consolidate your most valuable data first, then scale into a governed enterprise platform.
Data Mart
One subject area, done right
Enterprise Warehouse
Your core business data
Data Platform
Analytics and AI at scale
Data engineers who think in architecture.
Salesforce data experts
We know the Salesforce data model inside out, which is where most warehouse projects stumble.
Model before you load
Designed subject areas and history, not a dump of raw tables.
Governed by default
Access, masking, quality checks and lineage built in from day one.
Ready for AI
A foundation for Data Cloud, Agentforce and machine learning, not just reports.
Certified where it counts.
Data platforms tuned to your industry.
Everything that feeds your warehouse.
A sample of the platforms and sources we model and load into modern warehouses.