Seasonal forecasts on a governed lakehouse.
We deliver business use cases end to end on Databricks, Azure Data Factory and Power BI: from stakeholder requirements to curated, Power BI-ready datasets.
The problem.
Seasonal swings
Weather and markets move plans weekly.
Scattered data
Sites, ERP and partners in different systems.
Stalled pilots
Use cases must reach production.
Solution architecture.
The reference architecture we build and run.
How it runs.
Each step, who does it, and the control that applies.
Governed by design.
Five guardrails on every agent, plus the controls for this solution.
Solution controls
- Unity Catalog access and lineage
- Every agent run logged
- Planner signs off every published forecast
- Models evaluated before promotion
- Data kept in Azure Australia
What to expect.
ILLUSTRATIVEIllustrative outcomes for a typical engagement; your assessment sets real targets.
Proof.
A leading Australian agribusiness
Databricks, Azure Data Factory and Power BI platform; governed pipelines and new use cases live.
Read the story in Case studies →Related services and platforms.
Data & cloud
AWS and Microsoft foundations, migration and FinOps; data platforms on Databricks and Snowflake.
Explore →Agentic AI & automation
AI agents, rules and people working in governed processes on UiPath Maestro or Camunda.
Explore →Managed services
24x7 operations from Sydney, Manila and Pune, priced on outcomes, with agents doing the routine work.
Explore →Bring us one process. We'll show you it running.
A 45-minute briefing with an engineer, or a 1-week assessment that ends in a costed roadmap.