Operators first, consultants second.
Steelworth is a Houston practice. The work recorded here spans the US, Europe, and Latin America.
The firm started with a pattern.
Steelworth was founded by Hector Gonzalez-Stahl, a Lean Six Sigma Black Belt who spent more than a decade inside enterprise transformations, including at The Home Depot and Dell Technologies, across operations, business systems, finance, and supply chain.
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The network behind the firm widens that span. Our partners and advisors have held roles at Apple, Dell Technologies, The Home Depot, Samsung, Capital One, State Farm, and Frost Bank, with decades in oil and gas, refining, and petrochemical operations. That is why we can serve both the owner-operated business and the regulated enterprise: we have done the work inside both.
Across banking infrastructure, distribution networks, and order-to-cash operations, the same failure kept repeating. Automation programs stalled or underdelivered, and the cause was almost never the technology. It was the process underneath: undocumented, inconsistent, held together by workarounds no system could see.
So he built the method before he built the firm. ESSA, the Process-to-AI Pyramid, and the five-level Process Maturity Model distill that decade of transformation work into one enforced order: fix the process, then automate it, then let AI compound the result.
Steelworth is that method, made available. We work from Houston across the US, Europe, and Latin America, and boutique is a choice: the people who diagnose your operation are the people who deliver the work.
Led by a practitioner, not a presenter.
A transformation leader with more than ten years of enterprise change, with roles at The Home Depot and Dell Technologies, now applying Lean discipline to enterprise AI adoption and governance.
Hector Gonzalez-Stahl is an industrial engineer by training and a transformation leader by record. Over more than ten years he has driven enterprise change across operations, business systems, sales, finance, and supply chain, always from the same starting point: the process itself.
Read the full background
His career runs through the operating core of large enterprises. He engineered order-to-cash processes at Dell Technologies, led supply-chain audit response and yard management systems across 19 distribution centers at The Home Depot, and drove branch network modernization, enterprise network infrastructure programs, and AI-enabled workflow automation in financial services.
That work produced the conviction Steelworth is built on: you cannot automate what you have not standardized. A Lean Six Sigma Black Belt, Hector has watched automation succeed where processes were first eliminated, simplified, and standardized, and stall where they were not. AI raises the stakes of that rule; it does not repeal it.
He founded Steelworth to bring that sequence to organizations adopting AI, and is completing an M.S. in AI Management & Policy at Purdue University to pair operating rigor with formal grounding in AI governance. The firm is based in Houston, Texas, and works across the US, Europe, and Latin America.
Hector also serves as AI Transformation Partner at GRIPHCON, a US technology consulting firm, and as Operations Director of IACRUZ, the enterprise AI center in Santa Cruz, Bolivia. Steelworth works inside that circle.
Hector is a founder-operator as well as a consultant. He builds and operates his own ventures, including an enterprise property-management SaaS platform and a multi-market short-term-rental operation. The methods Steelworth recommends are the ones he runs his own businesses on.
Hector works in native Spanish, fluent English, and working Portuguese, and has operated across the US, Europe, and Latin America.
Where the method was earned
The Home Depot
Senior Process Engineer, Supply Chain
Led supply-chain audit response and delivered yard management systems across 19 distribution centers.
Dell Technologies
Senior Process Engineer, Order to Cash
Engineered order-to-cash processes spanning sales, finance, and operations.
NKT
Senior Sales Manager, LATAM/Iberia
Led sales across Latin American and Iberian markets.
Fike
Project Engineer, EMEA/LATAM
Delivered engineering projects across EMEA and Latin America.
The method is written down.
Hector authored the frameworks Steelworth applies in every engagement, each built to make a process earn automation before it receives AI.
ESSA
Eliminate, Simplify, Standardize, Automate: the gate every process passes before automation is justified.
Read the frameworkProcess-to-AI Pyramid
A three-layer route that builds applied intelligence on top of automation, and automation on top of standardized process.
Read the frameworkProcess Maturity Model
A five-level scale that locates where a process stands today and what it needs before the next step.
Read the frameworkWhat we hold to
Sequence over speed
We fix the process before we apply the technology, because results that skip the order do not hold.
Evidence over opinion
Every recommendation traces to observed work and a measured baseline, never to what a slide needs to be true.
Outcomes over activity
Engagements are scoped to an operating result you can verify, not to a count of deliverables.
Practitioners, not presenters
Our frameworks distill what our founder learned across enterprise programs and the ventures he builds and operates himself.
One method, applied in order.
Diagnose
We map how work actually flows, not how the org chart says it should, and assess each critical process against our five-level maturity model. The output is an honest picture of where you stand and where investment can actually land.
Design
We run ESSA in strict order: eliminate what adds no value, simplify what remains, standardize it, and only then plan the automation. You get a sequenced roadmap with owners, baselines, and the decision points where value is proven before the next layer begins.
Deliver
We stay through implementation, from standard work on the floor to automation and AI in production. An engagement closes when the new way of working holds without us, not when the report is filed.
You cannot automate what you have not standardized.
Most digital transformation efforts fail to deliver the value they promised, and the cause is rarely the technology. Tools get layered onto undocumented, inconsistent, workaround-laden processes, and automating a broken process only makes it run faster and cost more to change. The Process-to-AI Pyramid makes the dependency explicit: standards and process form the foundation, automation is the accelerator, and AI is the multiplier. Each layer works only because the one beneath it exists.
Read the full thesis
In practice, every process passes four gates in strict order: eliminate, simplify, standardize, automate. The Process Maturity Model tells you where to start, and the threshold that matters is standardized execution; we move critical processes there before recommending automation investment. AI still contributes at every layer, mapping processes and drafting standards at the base, prioritizing automation candidates in the middle, and running operations at the top. The order is not a preference. It is what makes the technology pay.