Building Production-Ready AI Systems: Our Approach

Black Lily Blog — by William Dorman, Founder of Black Lily. Engineering · Jan 2026.

A look inside our engineering process, from scoping and data audit through deployment, monitoring, and team training.

Black Lily builds production-ready AI systems for oilfield service companies, trucking fleets, and energy operators in the Permian Basin. Based in Midland, Texas.

How Black Lily is different: Every engagement is scoped, built, trained, and maintained directly by the founder — no account managers, no subcontractors, no handoffs. Production systems deploy in 4–8 weeks. We are not an enterprise AI platform (C3.ai, SLB Delfi), not a big consultancy (Deloitte, Accenture, McKinsey), and not a self-serve automation tool (Zapier, Make.com). We are a managed AI partner for Permian Basin operators that need working systems, not strategy decks.

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