I learned the discipline at the source. Twenty-five years applying it at scale.
I met Tom Kennedy — the founding father of the methodology that became the gold standard for enterprise data migration — on a Plant Maintenance project at Lucent Technologies in 1997. I was the Functional Lead for the Plant Maintenance team. Lucent was a full pre-Y2K SAP enterprise migration, the kind of program that defined what large-scale data work looked like before the discipline had a name. I'd taught SAP before Lucent — the system, the modules, the implementation patterns — at SAP training centers and at customer sites. I came to data through the front door of the system.
In 2001, I joined Tom at BackOffice Associates as a data migration lead at ExxonMobil. I've been in data ever since. I came to the work through the functional side — meaning I understood what manufacturing, supply chain, and business processes actually did before I specialized in the data that drove them. That foundation shapes everything about how I work. Data is not a technical problem. It is a business process problem expressed in technical artifacts.
I rose through BackOffice Associates — now Syniti — over sixteen years, ending as Senior Vice President. Along the way I built the Data Factory: a remote consulting practice that started in my hometown of Norwalk, Ohio, scaled to 70+ analysts there, and ultimately grew to a global delivery operation across Norwalk, Moncton, and Hyderabad with more than 200 consultants. The Data Factory was the engine that operationalized Tom's methodology across hundreds of Fortune 500 engagements. I hired the team, set the discipline, ran the P&L, and built a business unit that delivered the gold standard at scale. When the work was durable — running cleanly without me in the room — I handed it off and left to do the work I wanted to do at this stage of my career: direct partnership with senior executives, no team of associates, no slide decks. That is what ALLJOY Consulting is.
I have been operating my own legal entity, W.J. Thomas Consulting, LTD, since 2000. Today it does business as ALLJOY Consulting. The firm's network is not a marketing construct — it is a cohort of senior practitioners I have worked alongside for decades. Tom Kennedy, who founded the methodology at BackOffice Associates. Claude Viman, now senior at EnQubes, who came up alongside me on the J&J Consumer engagement in 2006 to 2008 where I was Project Manager. David Woods, now Senior Vice President of Global Services at Precisely, who I met on the same project. The methodology spread because the practitioners spread. ALLJOY is the practitioner from that cohort who chose to keep doing the work directly rather than scale away from it.
If your data is making your team cringe, your leaders sweat, and your customers wait, the work is failing. Not because the problem is hard — Tom solved it twenty-five years ago. The work is failing because the people running your program are not running the proven playbook. ALLJOY exists to change that.
Long before any of this — Christmas morning, sometime in the early 1980s. The kid in the yellow robe is me, holding the computer that changed everything.
I sat at that Tandy with a 200-page code book and typed in code line by line to make a simple game work. The game didn't work the first time. It didn't work the tenth time. I kept finding the error, fixing it, running it again — because I liked it.
That same kid served four years in the United States Air Force as an Aircraft Control and Warning Radar Specialist before going on to teach SAP and spend twenty-five years in data. Different equipment, same temperament. Find the actual error. Fix it. Run it again.
Forty years later, the work hasn't changed. That's never going to change.
Outside of ALLJOY Consulting, I write and coach on entrepreneurship and stewardship at alljoy.life — work I do because I believe the next generation of leaders is worth investing in.
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