How a Century Old Chemistry Company Reinvented Itself With Data

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The energy industry has long relied on specialty chemicals to keep wells flowing efficiently, but in recent years a parallel business has emerged alongside it: real time data collected directly from the wellhead and turned into decisions operators can act on immediately. Companies that once measured their value purely by the chemistry they sold now compete just as much on how well they can capture, interpret, and use production data. That shift is changing how investors think about businesses once viewed as simple commodity suppliers, and it is also changing how those businesses describe themselves, since fewer of them want to be seen as chemical vendors alone.

Houston based Flotek Industries, Inc. (NYSE: FTK) built its reputation supplying specialty chemistries used in hydraulic fracturing and well completions, and it still does that work today across more than 59 countries, backed by an intellectual property portfolio of more than 130 patents and over two decades of field and laboratory data. Over the past several years, though, it has grown a second business, Data Analytics, that captures near real time information from downhole and production operations. That segment has quietly become the more interesting part of the story, and in the quarter ended June 30, 2026, it delivered results that outpaced the company’s original chemistry business by a wide margin.

Data Analytics revenue climbed 223% to a record $19.2 million during the quarter, and for the first time the segment produced more gross profit than Chemistry Technologies, the company’s long standing core business. Data Analytics contributed 51% of total gross profit, compared with 26% a year earlier, and external customers, meaning revenue from outside the company’s own related party relationships, made up 63% of that segment’s total. Chemistry Technologies still had a strong quarter of its own, with revenue reaching $80.2 million, its highest level since 2017, aided by a 172% jump in international chemistry sales tied to expanding work in the Middle East.

Combined, the two segments pushed total quarterly revenue to $99.4 million, up 70% from the same period a year earlier, while net income rose to $9.95 million from $1.77 million and adjusted EBITDA more than doubled to $16.8 million. Chief Executive Ryan Ezell said each business line generated strong growth on its own during the quarter, and he pointed to Data Analytics overtaking Chemistry as the company’s largest source of profit as a sign of how far the business has moved from its roots as a straightforward chemical supplier.

Those results were strong enough that Flotek raised its full year 2026 guidance shortly after releasing them. The company now projects total revenue of between $340 million and $350 million for the year, up from a prior range of $270 million to $290 million, and adjusted EBITDA of between $47 million and $51 million, up from $36 million to $41 million. That updated outlook does not yet include any contribution from a newly announced 10 year, $400 million contract to support a 400-megawatt power generation project in Puerto Rico, since the company is still working through deployment details with its partners on that agreement.

What makes this worth watching is not simply that one energy services company had a good quarter. It reflects a broader change taking hold across oilfield services, where operators increasingly want partners who can supply both the physical chemistry that keeps wells producing and the sensors and software that show exactly how those wells are performing in real time. Businesses able to offer both, rather than one or the other, may end up less exposed to the boom and bust cycles that have historically defined commodity focused chemical suppliers, while building the kind of recurring, higher margin revenue that tends to earn a different kind of valuation over time.

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