Software rivals are not the only businesses that could be impacted, leading to questions for portfolio managers
Talk of AI is often concentrated on a few household names, such as ChatGPT and Google for the front end and Nvidia powering the back end. But there are other major players in the space as we were reminded this week.
Anthropic may not be as well known universally, but its proven to be a market mover this week with its newly released Claude Opus 4.6 model and associated tools helping to wipe billions from the market value of firms that sell legal and financial information, while forcing portfolio managers to rethink the long-term economics of the data and research business.
The firm’s new flagship model is designed not only to write code but to carry out complex “knowledge work” in finance, law and other professional domains. In its launch material, the company highlights that Opus 4.6 can run financial analyses, perform research, and “use and create documents, spreadsheets, and presentations,” capabilities it can deploy autonomously inside Anthropic’s Cowork environment.
The question is no longer whether AI can summarize an earnings call. It is whether a frontier model, accessible through the major public clouds and priced at scale, can undercut the premium investors have long paid for specialized data terminals, legal databases and bespoke research platforms.
The company is also pushing deeper into the office tools where many analysts live. Anthropic says it has made “substantial upgrades” to Claude in Excel and is launching Claude in PowerPoint in research preview, allowing the model to ingest unstructured data, infer structure, apply multi‑step transformations in one pass, and then carry those outputs into on‑brand slide decks without leaving Microsoft’s software.
Equity markets have taken notice. Following Anthropic’s announcement that Opus 4.6 can perform sophisticated financial analysis and spreadsheet work, shares of listed financial data and research providers sold off sharply. FactSet fell 6.7%, S&P Global slid 3.1%, Moody’s lost 0.7%, and Nasdaq declined 3.5%.
The speed and breadth of the reaction have left some market participants arguing that investors are no longer trying to handicap individual product road maps but are instead scanning for business models that could be structurally weakened by general‑purpose AI.
The immediate fear is that if a model like Opus 4.6 can read statutes, contracts, earnings filings and tick‑by‑tick price history, then some of the value embedded in proprietary platforms may migrate to cheaper, AI‑first alternatives.
In its technical write‑up, the company notes that Opus 4.6 is “industry‑leading” across finance‑related benchmarks and that it “excels” at retrieving relevant information from large sets of documents over long contexts, mitigating the “context rot” that has hampered earlier systems.
To what extent the new release (and what may be next) will transform how many professional services industries will be disrupted is unclear for now. But in a market that appears to be hunting for “the next loser from AI,” the investment opportunity may lie with those who figure out how to turn Anthropic’s new model into a competitive advantage before the rest of the street does.
