FuriosaAI, Serval and Solink Lead Over a Billion Dollars of AI Funding in One Day
Eight AI funding rounds crossed the wires on October 29, and together they add up to about a billion dollars. One company took most of it. FuriosaAI, the Seoul chip designer, raised $620 million. The other seven raised about $384 million between them, so a single hardware company outraised everyone else on the list combined.
The seven are worth reading as a group anyway. None of them sells a chatbot. Each one points AI at a specific job that used to need a person watching, typing or drawing: a store camera, a garbage truck dispatch board, a pipetting robot, a hospital invoice, a building plan, an IT ticket, a psychiatric clinic. Several of them are also older than the AI boom. Solink dates to 2009, Opentrons to 2014, GoodMood to 2016 and FuriosaAI to 2017. A good share of the day’s money went to companies that spent years building the operational layer and are now getting paid to put models on top of it.
FuriosaAI, $620 million Series D. The round values the company at about $2.9 billion, roughly four times its $735 million mark from July 2025. Korea’s National Growth Fund put in $280 million, international investors added $110 million with Infinitum Partners as the largest overseas backer, and existing shareholders including the Korea Development Bank followed on with $125 million. The money pays for volume. RNGD, its second-generation inference accelerator, went into mass production at TSMC in January, and the company plans 20,000 units this year and more than 40,000 in 2027. The card draws 180 watts and runs air-cooled, which is the whole pitch: inference in data centers that weren’t built for liquid cooling. A third-generation chip is in development with Broadcom. FuriosaAI turned down a reported $800 million offer from Meta in 2025 and is now talking about an IPO as early as 2027. Turning down Meta looks a lot better at $2.9 billion than it did at the time.
Serval, $150 million Series C at a $3 billion valuation. Sequoia led again. This is Serval’s third round in twelve months: a $47 million Series A in October 2025, a $75 million Series B at $1 billion that December, and now this. Total funding is $277 million. Serval sells enterprise service management, the system employees use to ask IT, HR, finance and legal for things, and it goes straight at ServiceNow. Its headline proof point is an automotive manufacturer that moved its whole IT service stack off ServiceNow in 45 days. The company says annual recurring revenue has doubled every quarter since the Series B. It plans to hire more than 500 people over the next year, including a services arm of automation engineers, about half of them recent graduates trained in-house. A software startup building a consulting team is a tell. Replacing an incumbent system of record takes people, not just agents.
Solink, more than $100 million. Vertu Capital led, Goldman Sachs Alternatives came back in, and Golub Growth and Comcast Ventures joined. The round mixes new equity, secondary sales and venture debt, with over 90% going to the balance sheet. Solink started in Ottawa selling cloud video surveillance and now runs AI over the cameras businesses already own: about 500,000 of them at more than 35,000 locations in 65 countries, up from 18,000 locations in 15 countries at its 2023 raise. The company says humans look at less than 1% of the video it ingests. That gap is the product. Restaurants, retailers and warehouses buy it to catch theft, check whether a store is ready to open and see what actually happens at the counter. Solink expects to pass $100 million in annual sales in its fiscal year ending in April.
GoodMood Holdings, nearly $45 million. The Beijing company raised RMB 300 million from Imeik Technology, CSC Financial Capital, Wuxi Binhu Industrial Group, Shandong Development and Unifuture Capital. ByteDance led its last big round in 2021. GoodMood is a psychiatric care business first and a software business second: more than 14 million registered users, more than 134,000 registered clinicians and over 600 enterprise clients, plus a network of in-person specialty clinics the new money will expand. It is looking at Japan and Malaysia next, with Europe and the US further out. The AI here sits inside a clinical operation, which is the harder and more defensible version of mental health tech.
Opentrons, $40 million Series E. Healthcare investor Avego led, with BroadOak Capital Partners; SoftBank Vision Fund and Khosla Ventures are already on the cap table. Opentrons makes open, API-driven lab robots, and more than 11,000 of them are installed in over 80 countries. The bet is autonomous science: AI designs an experiment, the robot runs it, the data comes back structured and the loop repeats. Every model-generated hypothesis in biology still has to be tested on a bench, and Opentrons wants to own the bench. The round size is worth noticing. SoftBank led a $200 million Series C in 2021 at a reported $1.8 billion valuation. This one is a fifth of that, with no valuation disclosed.
Midstream Health, $20 million Series A. Valtruis led, with Andreessen Horowitz, Foundry and CommonSpirit Ventures following on, for total funding of $29.2 million. Midstream reads hospital contracts, invoices, claims and payments to find underpayments, missed rebates and overcharges, then helps file the recovery. Its customers, including CommonSpirit, Mount Sinai, Houston Methodist, Fairview and Keck Medicine of USC, represent more than 250 hospitals and over $100 billion in annual operating costs. It is paid out of what it saves. Most healthcare AI money goes to revenue-cycle tools that help hospitals bill more. Midstream works the other side of the ledger, and with hospital margins as thin as they are, the cost side has more slack in it.
Dream, $17 million seed. Not to be confused with Dream Labs, the robot-model startup that raised $90 million earlier this month. This Dream is a construction design company founded by two former Palantir engineers, Andy Elder and Arjun Mathur, and backed by Andreessen Horowitz with SV Angel, XYZ and Zigg Capital. It builds what it calls built world models, trained on more than 100 million square feet of permitted US buildings, that produce full construction documents down to the ductwork rather than renderings. It already serves as architect of record on ten projects in California and Texas, starting with storefronts, offices and data centers. An AI company signing drawings as architect of record carries liability, and that is a stronger signal than any demo.
TrashLab, $12 million. Ventana led the growth round, with Bienville Capital, Harlem Capital and CreativeCo returning. TrashLab is an operating system for waste haulers covering roll-off, residential, commercial and septic work, with dispatch, routing, billing and a driver app in one place. Hundreds of haulers in more than 40 states use it, and they have moved over 5 million tons of material through the platform. Its AI agent, Haul-E, answers phones and takes orders after hours, and nearly 80% of customers have switched it on. It isn’t alone. Hauler Hero and CurbWaste are chasing the same $100 billion-plus US market, which tells you the category is real.
Put the list back together and the shape is clear. Hardware for running models soaked up the largest check by a wide margin. The application money went to companies that already sit inside a physical workflow, own the data it produces and can show a customer a number: tons hauled, cameras watched, rebates recovered, tickets closed. That is a narrower bet than the one investors were making two years ago. It is also an easier one to check.