Tandem Health raises $100M for Europe's AI clinic operating system

Share
Tandem Health raises $100M for Europe's AI clinic operating system

Monday afternoon's money went into the least glamorous part of the AI stack — the part with a regulator attached. Stockholm's Tandem Health landed Europe's biggest clinical-AI round to date, Waymo opened its doors in Las Vegas, and Akuity made the case that agents need an identity before they get a production deploy.

Tandem Health raised a $100M Series B led by the Scaleup Europe Fund, the €5 billion vehicle the European Commission put EQT in charge of this year. It is the fund's first healthcare investment and only its second overall — the first was $400 million into Lovable — and it takes Tandem's total raised to $160 million. Kinnevik, Northzone, Amino Collective and the Visionaries Club, which backed the company's $50M Series A in 2025, also participated. What Tandem sells is not a note-taker: an AI scribe that listens to consultations, a coding assistant that suggests billing codes, and clinical decision support, all three of which the company says are certified as Class IIa medical devices under the EU's Medical Device Regulation — a slower, more expensive path than most of its competitors take. That bet is now deployed across more than 10,000 care organisations in 14 European markets, including Ramsay Santé, Humanitas and the NHS, with roughly 175 staff of whom more than 75 are clinicians. The macro case is a demographic one: the WHO projects Europe is short 1.6 million health and social care workers this year, heading toward 4 million by 2030, and clinical documentation is a segment forecast to grow from about $1.05 billion in 2026 to $10.5 billion by 2034. The roadmap is to weld patient-flow management onto the scribe and call the result an AI Clinic Operating System. My read: the moat here is the certification, not the model — Abridge has raised roughly $780 million at a $5.3 billion valuation and is still rebuilt around US reimbursement rules, while Nabla and Heidi Health chase European clinics on speed and price. EQT choosing a compliance-heavy health company over a faster-growing one is the tell that public money in European AI is being spent where regulation is the product. The open question is whether hospital procurement moves as slowly as the certification process promises protection from.


Waymo opened its robotaxi service to the public in Las Vegas on Monday, its 15th market. Riders must request an invite and wait for an access code, following the playbook the Alphabet-owned company has used in 14 other cities, with general availability typically arriving within a month or two of launch. It is starting with dozens of its new Ojai minivans, serving the Strip south of Highway 589 and into Boulder Junction. Nevada has authorised Waymo to operate up to 1,000 autonomous vehicles over the next year, against up to 5,000 for Tesla and up to 1,000 for Uber, which will run through Motional and Zoox — permits that would put as many as 8,000 robotaxis in the county within twelve months. Nobody expects those numbers to be hit: Waymo's entire global fleet is a little over 4,000 vehicles spread across more than a dozen cities, and Tesla's Cybercab chief engineer told state regulators in August he'd consider roughly 2,500 a good outcome next year. Even so, Las Vegas is where the density math gets interesting, and it's a different distribution problem from Austin or Miami — a tourist-heavy, ride-hail-saturated strip where winning riders means beating the app already on their phone.


Akuity launched an Agentic Control Plane that routes every agent request through a human identity instead of a shared service account. The argument is that agents are already operating inside production environments, largely through open-source MCP servers that hand over raw access with no identity carried through and no audit trail of what the agent touched. Akuity's control plane authenticates an agent as the specific person who connected it, so that person's existing permissions travel across every managed instance and cluster — no separate credentials to issue or rotate — with a policy layer above it that can block sensitive production actions the user is otherwise cleared to perform. Agents reach the operational record of the pipeline itself: deployment history, cluster health and change lineage down to the commit behind any given deployment. Major League Baseball is an early user; principal DevOps engineer Michael Goodness said in a statement that the control plane surfaced more than 100 degraded applications within hours of being switched on and traced a systemic issue to root cause in under 10 minutes. Akuity's co-founder and CEO Hong Wang frames the next phase as infrastructure change delivery rather than code generation — the winners being whoever gives agents a reliable, gated path to production.

What to watch: whether Scaleup Europe Fund's second and third deployments follow the same compliance-first pattern, which would tell you this was a sector thesis rather than one good deal.

If a Class IIa certification is the actual moat in clinical AI, does that make model quality a commodity — or does the first US lab to clear EU medical-device rules eat this market anyway?

Read more

Akhetonics says its all-optical CPU reaches a customer in 2026

Akhetonics says its all-optical CPU reaches a customer in 2026

Light-based computing keeps promising more than it delivers — but one Munich startup has just put a date on its bet, and the interview laying it out is doing the rounds on Hacker News this week. Akhetonics says it will deploy its first commercial machine with a major customer by the end of 2026, with several more planned for 2027. The company, founded by Michael Kissner and Leonardo Del Bino, is building a computer where data enters as light, is switched as light, and circulates through memory

The Week in AI — October 5–11, 2026

The Week in AI — October 5–11, 2026

Every big claim this week turned out to rest on fine print more interesting than the headline: revenue only the company reporting it can define, safety tests sandboxed while the product keeps the web, and a Pentagon phase-out nobody would confirm until reporters kept asking. The week's top 5 1. OpenAI's revenue was $20 billion below the numbers everyone quoted — and the gap was definitional. The Financial Times reported Thursday that OpenAI's annualized revenue runs roughly $20 billion unde

Drone strike shuts a third Yandex data center, taking YandexGPT offline

Drone strike shuts a third Yandex data center, taking YandexGPT offline

Russia's largest tech company is learning what the AI era's infrastructure war looks like from the receiving end — three data centers in four days, and with them much of the cloud layer Russian businesses run on. A Ukrainian drone strike knocked out Yandex's data center in Vladimir early Sunday morning, the third of the company's facilities hit since October 8. The site — reported at roughly 50 MW and designed for about 2,880 server racks — stopped operating completely after the attack, Yandex

Agent teams cost up to 5x more, barely score higher

Agent teams cost up to 5x more, barely score higher

The multi-agent hype train hit a benchmark this weekend — and the grid and the trucking regulators had quiet weeks of their own. Vals AI put agent teams head-to-head with single agents on its Vibe Code Bench, and the teams cost between 1.8 and 5.1 times more for almost no extra quality. The evals company ran GPT-6 Sol and Claude Opus 5.5 solo and in teams across 50 apps at two reasoning efforts; out of four comparisons, only one was statistically significant — Sol at medium effort, where the t