Assesses the estate you have, designs the pattern you need, and reviews plans before they are funded.
Private skill · shared by invitation · How access works
Mesh, fabric or lakehouse gets chosen because it is new, not because it fits.
Vector stores and agents land beside the platform with no governance.
Two years later nobody remembers why the platform looks the way it does.
Architecture is critiqued once the money is already spent.
A 35-question assessment of the current estate, scored 0–100.
Pick across EDW, Lake, Lakehouse, Hub, Mesh and Fabric from workload, team and governance maturity.
RAG versus fine-tuning, feature and vector layers, and governed agents.
Pressure-test any proposal against a named anti-pattern catalogue, and record the decision.
Current estate description, workload mix, team size, governance maturity, AI ambition.
The political question of which team loses their preferred platform.
Thirty minutes with Harveer, on your own data problem.