Buy, don’t build: Meta, Boomi, Dayforce, Aikido, Ramp, Rivian and Stagwell go shopping, OpenAI brings Oracle into ChatGPT, and Anthropic files for its IPO

Why it’s strategic

Sundial turned plain-language questions into data analysis; its customers included OpenAI. Meta is folding it into DATA (Data Analytics Tooling & Agents), a new unit under Alex Schultz, its first chief data officer, and co-founder Chandra Narayanan will lead the work. The product stops serving outside customers once the deal closes. In Schultz’s words, “AI has created effectively unlimited demand for insights.”

What it means for founders

Large platforms are buying AI tools for their own operations, not only for their customers. A product built by people who understand the buyer from the inside, as Sundial’s former Meta founders did, can be the fastest way for that buyer to get there.

Why it’s strategic

Agents act on data at machine speed, so bad data quickly becomes bad action. Elementary started as an open-source data observability project in 2022 and added quality, governance and discovery through Elementary Cloud; more than 1,500 data teams use it, with 1.1m+ monthly downloads. Boomi adds it to its Enterprise Platform after Lunar.dev and Rivery to build what it calls a data-to-AI stack. As CEO Steve Lucas puts it, “AI is only as trustworthy as the data behind it.”

What it means for founders

Open-source adoption is a strong asset in a sale: it proves the product is used and hands the buyer a community to sell into. Observability and governance that make data safe for agents are becoming a core layer of integration platforms.

Why it’s strategic

Ribbon’s voice and video AI interviewers source, screen and engage candidates around the clock. It has completed more than 1m interviews and been tested across up to 30m candidates in a single applicant tracking system. Dayforce will build it into its new Agentic Recruiting experience, adding screening, interviewing, sourcing, talent rediscovery and outreach. CEO David Ossip says Ribbon “accelerates our vision for agentic recruiting.”

What it means for founders

In HR, the suites are moving from systems of record to agents that do the work. A focused product with proof at scale, here a million interviews, can shorten a suite’s roadmap by years.

Why it’s strategic

Attackers increasingly target the people who use software rather than the software itself. Aikido bought Warsaw-based Cyberly, which simulates AI-powered attacks and shows how staff use AI tools, and Belgium’s Outkept for email security and phishing training. Together they form Noon, a workforce-security business launched on 20 October that covers email, attack simulations, device protection and AI governance. Warsaw becomes one of Noon’s development hubs.

What it means for founders

A young European unicorn is now a buyer, using acquisitions to open a second product line fast. Cyberly was founded in 2024, and a focused team with real deployments (300,000+ employees protected) was enough to become the core of a new business.

Why it’s strategic

A week after raising $1.85bn at a $60bn valuation, Ramp bought Vesto, a New York treasury platform that shows businesses all their bank accounts in one dashboard. Its technology will help Ramp customers forecast cash flow across more than 12,000 banks and platforms, “so you can see future liquidity, anticipate shortfalls, and put excess cash to work.” Founder Benjamin Döpfner joins Ramp’s product team, and Ramp has applied for a US national trust bank charter.

What it means for founders

Well-funded fintechs are turning fresh capital into product breadth through small acquisitions. A focused team with working technology in an adjacent workflow can be the quickest way for them to enter a new category.

Why it’s strategic

Third Dimension uses AI to turn images and video into realistic 3D worlds; it was built to speed up video game development. Rivian will use it to turn real driving data into simulations, so it can test rare edge cases without waiting for them on the road. The team joins Rivian’s autonomy and AI group, which is extending its hands-free driving system and building a robotaxi version of the R2 for Uber’s app in 2028, and expands Rivian’s AI hub in London.

What it means for founders

Technology built for one market can be worth far more in another. A 15-person team with a $7m seed became strategic to a carmaker because its world models solve a data problem in autonomy.

Why it’s strategic

Freestar helps digital publishers such as Boston Globe Media and Fortune earn more from their audiences through its pubOS platform and partner marketplace, and has driven more than $1bn of revenue for publishers over the past decade. Stagwell will connect it to its Owned Media business and its AI Media Machine to sharpen audience intelligence and shorten the supply path between advertisers and publishers.

What it means for founders

Marketing groups are buying technology to own more of the media supply chain, not just the services around it. Ad-tech companies with deep publisher relationships are strategic to agency networks rebuilding around AI.