Ray Technical Consulting is an independent practice built on eight years of end-to-end ownership of a live company data platform - the pipelines, the warehouse, the ERP, the reporting and the production issues that arrive on a Friday afternoon.
One business, one platform, every layer of it. That scope is the reason this practice can take a problem from requirements to production without handing it to anyone else.
Every engagement names the business outcome before the work starts. Data work that cannot be measured is a hobby, and it does not survive a budget review.
I have shipped LLM agents in production - which is exactly why I will tell you when your data cannot support one yet. The foundations come first, and that advice is free of any incentive to sell you a model.
No partner commissions, no reseller margin. Recommendations come from hands-on evaluation across the major warehouses, transformation tools and BI suites - the tools that fit, not the ones that pay.
The numbers above come from order flow, fulfillment and finance systems. That means the conversation starts in operational terms rather than in database terms.
Assessment, architecture, build, handoff and support run through the same person. Nothing is lost in a handoff because there is no handoff.
Runbooks, tests and monitoring are deliverables, not extras. You should be able to operate and extend what I build without keeping me on retainer forever.
Depth where it matters, listed plainly: