Rystad Energy Narrates
Janiv Shah sat on Squawk Box Europe in July and told the anchors investors were getting
nervous about tolls on the Strait of Malacca, then said he was unfortunately unable to share more. That sentence is the entire Rystad Energy business model compressed into one soundbite. Say something a trading desk needs, imply there is more behind the paywall, let the free clip do the marketing. Three of the firm’s own people, Claudio Galimberti, Jorge Leon, and Janiv Shah, have carried that same play across CNBC through 2026, on Hormuz, on the oil glut, on Malacca. It works. It is also, on the company’s own filed numbers, not making Rystad Energy money.
The pitch
Rystad Energy was founded in Oslo in 2004 by Jarand Rystad, who Finansavisen has described as founder and the company’s largest owner, with other shares held among senior staff. No private equity round, no strategic acquirer, no IPO. Twenty two years of organic growth built entirely on one proposition, that the firm’s own analysts, several hundred of them, can process public filings, satellite data, well level production records, and shipping data faster and more usefully than a bank or an operator’s own internal team can do it themselves.
The product line by 2026 spans Upstream Solutions (field by field global E&P databases down to well level), OFS Solutions (oilfield services spend and rig demand tracking), Shale Solutions (North American well production, M&A, and play economics), Market Solutions (short and long term oil and gas market outlooks), a growing Energy Transition and Power vertical (offshore wind, hydrogen, CCS, grid), and a standing Advisory arm that sells bespoke strategy work to operators, governments, and financial institutions on top of the subscription base. In 2026 the firm layered on Spektra, an AI native version of its platform with an assistant called AskRystad and API access built for AI agents through the Model Context Protocol. That last move matters more than a routine product launch, and I will come back to it.
What the growth story actually says
In April 2024 Jarand Rystad told Finansavisen his company had crossed 1 billion Norwegian kroner in revenue for the first time, after roughly doubling in two years, and that he intended to hire several hundred more people. That is a real number and a real quote, and it is the version of the company that gets repeated in every writeup, including most of the ones I read before starting this piece.
The company’s own statutory filings with the Norwegian business register tell a second half of the story that almost never makes it into the press coverage. Rystad Energy’s consolidated 2024 accounts show revenue of NOK 1.33B, roughly $140M at current exchange rates, an operating loss of NOK 73.4M, roughly $7-8M, and negative equity of NOK 135.5M, roughly $14M. A firm that just posted its best revenue year ever, in a business famous for high margin analyst subscriptions, filed a consolidated operating loss and negative equity in the same period.
The parent entity, Rystad Energy AS on a standalone basis, files separately, and its own five year run shows the same direction earlier than the consolidated numbers do. Operating margin at the parent level ran 0.7% in 2020, 0.8% in 2021, 2.0% in 2022, thin but positive and stable, then flipped to negative 2.5% in 2023 and negative 6.6% in 2024, the exact two years the company was telling journalists it had doubled revenue and crossed 1 billion kroner for the first time. Parent level EBITDA follows the same line, NOK 6.74M in 2020, 7.62M in 2021, 15.26M in 2022, then negative 13.95M in 2023 and negative 53.63M in 2024. The parent equity ratio, shareholder equity as a share of total assets, fell from 23.5% in 2020 to 21.9%, 20.7%, 9.8%, and then negative 9.1% by the 2024 filing. Two different accounting bases, the same story. A company whose consolidated liabilities now exceed its consolidated assets is not a rounding footnote.
Why a data company loses money on record revenue
Compare Rystad against the one competitor whose numbers were actually audited by an outside buyer at the point of sale. Wood Mackenzie, founded in Edinburgh in 1923 with an energy research arm running since 1973, was bought by Hellman and Friedman in 2015 on 2014 financials of £227M revenue and £107M EBITDA, a margin of 47.1%. It changed hands again in 2022, sold by Verisk to Veritas Capital for $3.1B. As of 2026 it runs over 2,300 employees across more than 30 locations. That is what a mature, well capitalized energy intelligence business looks like on paper, a data and analytics operation with software level margins riding on top of a large but efficiently deployed analyst base.
Rystad now says it has roughly 900 team members across 60 countries, with LinkedIn showing close to 950 profiles, up from 700 at the last figure the company put in the press in 2024. The Norwegian legal entity itself carries only about 330 employees on its own filing, since most of that headcount sits in subsidiaries abroad, which is exactly why pulling the parent entity’s own employee count would understate the real scale of the business. What the accounts do show directly is the cost of running that headcount. Personnel expense at the parent level was NOK 503.6M against NOK 915.4M of parent revenue in 2024, while parent EBITDA was negative NOK 53.6M in the same year. That is not proof every new dollar of revenue went straight to hiring, but it is proof the analyst headcount is the single line item large enough to explain the loss, without Wood Mackenzie’s decades of embedded enterprise contracts or a private equity balance sheet behind it to absorb it. The company runs on a database and manpower model, not a software platform model, and the accounts show a business still paying full price for that choice.
The information itself is not the moat
Much of the underlying information Rystad sells is available to multiple competitors. IEA, OPEC, USGS, national petroleum directorates, and company filings are open to anyone with the patience to compile them, which is exactly what Wood Mackenzie, S&P Global Commodity Insights, Enverus, GlobalData, TGS, Energy Aspects, and smaller shops like Facts Global Energy all do in parallel, competing for the same institutional subscription budget. The moat, to the extent one exists, has to come from aggregation, methodology, coverage depth, client integration, and reputation, not from owning information nobody else can reach. Rystad’s real product was never the data. It was Jarand Rystad’s own reputation as, in the Financial Times’ words, one of the most cited petroleum analysts in the industry, and the same halo effect now sitting on his chief economist and his geopolitical and commodity market leads every time CNBC needs a quote on Hormuz or Malacca.
That media reach is free distribution, and it is genuinely effective distribution. It is also structurally hard to defend, because a competing analyst at Wood Mackenzie or S&P can say something equally quotable next week, and the institutional buyer choosing between subscription renewals is still comparing databases and coverage depth, not who was on Squawk Box last month.
S&P Global’s Commodity Insights segment, the direct peer business line sitting inside a public parent, is the cleanest scale comparison available, since it discloses audited segment margins every quarter. It posted a 42% operating margin in the first quarter of 2025 alone, on quarterly revenue of $612M, more than four times Rystad Energy’s entire annual revenue. That segment ran a 35% margin back in 2022 and has only widened since. This is the margin structure Rystad’s own website implies it competes on when it talks about proprietary databases and analyst maintained data. It is not the margin structure the Norwegian filings actually show.
Spektra is the tell
Launching an AI native platform with an assistant and API access built for autonomous agents is not a routine feature release for a company with this cost structure. It is an attempt to convert a headcount driven margin problem into a software driven one, the same trade every research and advisory business with a people cost base is trying to make right now. If Spektra genuinely lets a client query well level production data or rig demand forecasts through an agent instead of paying an analyst to compile a custom deck, the operating result the accounts show today could look very different within two or three fiscal years. If it turns into another interface layered on top of the same manual research process, the company adds engineering cost on top of an already negative operating line without solving the underlying problem.
Stress test
Set Rystad against a scenario where the AI transition compresses pricing across the entire research and advisory category rather than lifting Rystad specifically. If S&P Global and Wood Mackenzie, both sitting on far larger balance sheets, ship comparable AI agent access to their own databases at the same time, Rystad loses its most differentiated 2026 announcement within a single product cycle, while still carrying the analyst headcount it built to win the old subscription war. Layer on Claudio Galimberti’s own June 2026 call, made on Squawk Box Asia, that the current oil deficit could flip into what he called a humongous surplus by 2027. A prolonged low volatility, oversupplied oil market is historically the environment in which trading desks and operators cut discretionary data spend first, since the forecasting stakes feel lower. A company already running a negative operating result on its best revenue year, with a media strategy built on being quoted during exactly the kind of high volatility events a 2027 surplus would suppress, is stress tested on two fronts at once by its own chief economist’s forecast.
The label
Rystad Energy narrates. It takes public and licensed data that half a dozen competitors can also access, runs it through several hundred analysts, and sells the resulting story, in report form, in advisory decks, and increasingly for free on CNBC, to an industry that will pay for a confident voice more readily than it will pay for a spreadsheet. That model built a real business and a real reputation over two decades. It has not yet built a margin that matches the revenue headline. My own read is that Spektra is the company’s attempt to fix that, though Rystad has not framed the launch that way itself.
Twenty two years of doubling revenue and Rystad Energy is still telling a better story about itself than its balance sheet can currently back up. The real test of a research firm was never how often its economists get quoted on live television. It is whether the business behind the soundbite can fund its own growth without hiring its way into a deeper hole every time revenue sets a record.