Partner practices
Databricks partnershipPlatforms we build on
Microsoft AzureGoogle CloudAnthropic ClaudeOpenAISnowflakeHow we choose
Regulatory frameworksVendor neutrality
Mid-Market Enterprise
Fourteen source systems into one governed lakehouse in sixteen weeks — owned and operated by the in-house team from handover.
The pattern is remarkably consistent: fourteen systems that do not speak to each other, four different definitions of revenue, a monthly reporting cycle that takes four days of manual work and is stale on arrival, and a management team that has stopped believing any number a data system produces. Two AI projects have usually been attempted already, and both stalled for the same reason nobody named at the time: the data underneath them was never ready.
We audit the estate before designing anything, build a medallion architecture with a tested transformation layer, agree the definitions that end the four-revenue-numbers problem, and hand the whole thing over with documentation and training. The AI comes after that, and it works, because by then there is something underneath it worth building on.
Capabilities
Each capability below is delivered through named assets that already exist. Figures are delivered results unless marked otherwise.
A full inventory of sources, quality issues and competing business definitions before any architecture is drawn.
Bronze ingestion, Silver cleaned and conformed, Gold business-ready, then consumption.
Agreed definitions of revenue, customer, project and cost, respected by every downstream system.
A dbt transformation layer with tests running on every refresh, catching degradation early.
Live Power BI dashboards on governed data rather than a monthly manual assembly.
Documentation, runbooks and hands-on training built into the engagement, not sold afterwards.
Named assets
Twenty-one products, diagnostics, agent patterns, platform components and governance frameworks. Filter by category.
No assets in this category yet.
Partnerships
Databricks Bronze partner, with production delivery on every platform named here.
