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The 5 stages of finance grief
Denial that manual reconciliation is acceptable
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Accepting Ramp to skip the first 4
AI funding came back from the holiday weekend wearing steel-toed boots.
This week’s capital clustered around three layers of the stack:
AI infrastructure, led by SambaNova and Prime Intellect
World models and physical AI, including Tripo AI, Zeroth, CarbonSix, Luxonis, and Mowito
Vertical AI systems, from healthcare and compliance to sales, manufacturing, and insurance
The biggest signal: investors are no longer treating robotics and AI infrastructure as separate categories. World models, training systems, perception hardware, and robotic control software are beginning to form one increasingly expensive physical-AI stack.
🔥 Biggest AI Funding Rounds This Week
SambaNova Systems – $1B (Funding Round) – Palo Alto, CA — The AI-chip and infrastructure company raised fresh capital led by General Atlantic, reportedly valuing the business at $11 billion as it expands its integrated inference systems.
Tripo AI – $150M (Series A3) – China — The 3D generative-AI company raised funding to advance foundation models and world models for gaming, industrial design, manufacturing, simulation, and robotics.
Even Realities – $150M (Pre-Series B) – Shenzhen, China — The wearable-computing company raised new capital to expand its AI-powered smart glasses and ambient computing platform.
Prime Intellect – $130M (Series A) – San Francisco, CA — The AI infrastructure company raised a round led by Radical Ventures to help enterprises train, evaluate, and deploy their own AI agents and models.
Norm AI – $120M (Funding Round) – New York, NY — The regulatory-intelligence company raised fresh capital at a reported $1.2 billion valuation to expand its AI-powered compliance platform.
Pearl Health – $110M (Funding Round) – New York, NY — The healthcare-technology company raised new funding to expand its AI-enabled clinical intelligence platform for primary-care providers.
Taktile – $110M (Series C) – New York, NY and Berlin, Germany — The decision-automation company raised capital led by Goldman Sachs Alternatives to expand its AI platform for underwriting, fraud detection, and financial risk workflows.
Gradium – $100M (Seed) – Paris, France — The voice-AI startup expanded its seed financing with backing from Nvidia and other investors to develop low-latency, multilingual conversational voice models.
TJM Labs – $75M (Series B) – United States — The AI software company raised new capital to expand its platform, product development, and commercial operations.
Zeroth Robotics – $73.6M (Series A) – China — The humanoid-robotics company raised funding led by Ant Group to accelerate the development and commercialization of its general-purpose robotic systems.
Ollama – $65M (Series B) – Palo Alto, CA — The open-source AI developer platform raised a round led by Theory Ventures to help developers run and manage open-weight models locally and in hosted environments.
Yingzhi XBOT – $56M (Series B) – China — The robotics company raised fresh capital to develop and commercialize AI-powered robotic systems.
Vendelux – $50M (Series B) – New York, NY — The event-intelligence company raised funding to expand its AI-powered platform for identifying conferences, audiences, and business-development opportunities.
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🦄 Startups to Watch:
Mowito — Industrial robots remain expensive to reprogram whenever a task changes. Mowito is building a demonstration-based training layer that could make existing robotic arms far more flexible across factories and production lines.
Worldmodeldata — Physical AI will need enormous volumes of video, spatial, sensor, and interaction data. Worldmodeldata is positioning itself as the training-data layer for robotics, world models, and embodied intelligence.
Luxonis — Every useful robot needs affordable perception. Luxonis is building the cameras, depth sensors, and edge-AI systems that allow machines to understand and respond to real-world environments.
Luffy AI — Most deployed AI systems stop learning once they enter production. Luffy AI is developing adaptive models that can continue adjusting to changing conditions, a capability that could prove especially valuable in robotics and industrial settings.
CarbonSix — Traditional automation works best in controlled environments. CarbonSix is using foundation models to tackle manufacturing tasks where objects, workflows, and conditions vary too much for rigid robotic systems.
Prime Intellect — Enterprises increasingly want more control over how their agents are trained, evaluated, and improved. Prime Intellect is building the infrastructure layer for companies that want AI-lab capabilities without assembling an internal research organization.
📡 Signals – What This Week Tells Us:
AI infrastructure is becoming a collection of specialized markets. SambaNova, Prime Intellect, Ollama, Bespoke Labs, and Gradium raised more than $1.3 billion combined. The money is spreading across inference chips, model training, reinforcement learning, open-model deployment, customized enterprise systems, and real-time voice infrastructure. The AI stack is not consolidating into one platform. It is splintering into valuable layers.
Physical AI is developing its own supply chain. Tripo AI, Zeroth Robotics, Yingzhi XBOT, CarbonSix, Luxonis, Worldmodeldata, Luffy AI, and Mowito raised more than $350 million combined. These companies span world models, humanoids, robotic intelligence, computer vision, adaptive control, and training data. Investors are increasingly funding the full system required to move AI from a screen into a factory, warehouse, vehicle, or machine.
Enterprise agents are moving into high-consequence workflows. Norm AI, Taktile, Alta, Kapture CX, Octozi, and other agentic platforms are targeting compliance, underwriting, fraud, sales operations, customer support, and clinical development. These are not general-purpose assistants. They are systems designed to make decisions, complete workflows, and take actions inside regulated or operationally complex businesses.
Healthcare AI is expanding beyond documentation. Pearl Health, Katalyze AI, Octozi, Callie Care, and other healthcare-focused startups are applying AI to clinical intelligence, biomanufacturing, drug development, patient monitoring, and elder care. The category is shifting from helping doctors write notes toward systems that influence how care is delivered, coordinated, and financed.
World models are moving from research concept to venture category. Tripo AI and Worldmodeldata represent two sides of the same emerging market: companies building models that understand interactive environments and companies supplying the physical-world data needed to train them. As robotics grows, simulation, spatial reasoning, video, sensor data, and synthetic environments could become an infrastructure market of their own.
AI infrastructure spending is increasingly financed like heavy industry. SambaNova’s $1 billion equity round and Nscale’s $900 million debt financing show how capital-intensive the next phase of AI deployment has become. Data centers, chips, networking, energy capacity, and inference systems require financing structures that look less like traditional SaaS investing and more like telecommunications, manufacturing, and infrastructure development.
Defense and autonomous systems are driving the week’s largest acquisitions. Thales, Lockheed Martin, and Ondas announced multibillion-dollar or near-billion-dollar transactions involving maritime robotics, autonomous aircraft, drones, sensors, and command systems. The M&A activity suggests established defense contractors would rather acquire specialized autonomy capabilities now than spend years attempting to build them internally.
🤝 Mergers & Acquisitions
Thales to Acquire Exail Technologies – €3.9B / approximately $4.5B — The French defense and aerospace company agreed to acquire a controlling stake in Exail before launching an offer for the remaining shares. Exail builds autonomous maritime robots, navigation systems, and underwater-drone technology used for mine detection and subsea security.
Lockheed Martin to Acquire Ultra Maritime – $3.45B — The defense contractor agreed to acquire Ultra Maritime from Advent International, adding undersea sensors, autonomous systems, and submarine- and torpedo-detection technology to its maritime defense portfolio.
Ondas to Acquire DZYNE Technologies – $875.8M — The autonomous-systems company agreed to acquire defense-technology developer DZYNE in a cash-and-stock transaction, expanding its portfolio of AI-enabled drones, autonomous aircraft, and intelligence systems.
Figma Acquires Bud Team – Undisclosed — The design-software company acquired the team behind Bud, formerly known as Orchids, an AI-agent and vibe-coding platform that turns natural-language prompts into websites and digital products. Bud will shut down its existing product as the team joins Figma.
Duck Creek Technologies Acquires Send – Undisclosed — The insurance-software company acquired Send Technology Solutions, an AI-native underwriting orchestration platform, to connect agentic underwriting workflows directly with Duck Creek’s core insurance systems.
Empower AI Acquires Highlight Technologies – Undisclosed — The federal technology contractor acquired Highlight Technologies to expand its delivery of AI, cloud, data, and digital-transformation services across U.S. government agencies.
Open Point Acquires Converlens – Undisclosed — The community-engagement software company acquired Converlens, an AI-powered analytics platform that helps organizations process public comments, identify recurring themes, and analyze stakeholder sentiment.
Deal to Watch:
Inturai Ventures to Acquire DomeCommand Technology – Proposed Acquisition — The autonomous-systems company signed an exclusive letter of intent to acquire the intellectual property behind DomeCommand, an AI-powered command-and-control platform designed to coordinate autonomous drone swarms. The transaction has not yet been completed.
The two defense deals make this an unusually large M&A week: approximately $8.8 billion in disclosed transaction value, before counting the undisclosed acquisitions!
🏦 Also on the Capital Radar
Nscale - $900M Debt Financing
AI infrastructure provider Nscale closed $900 million in debt financing to expand its compute and data-center footprint. Because this is debt rather than a traditional venture round, it is excluded from the approximately $2.5 billion equity-funding total above.
MiniMax - Proposed $2.05B Public-Market Financing
Chinese AI company MiniMax announced plans to raise approximately $2.05 billion through a combination of new shares and convertible bonds. The transaction was announced but had not yet been presented as a completed private funding round, so it is not included in this week’s funding total.
Meme of the Week:
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Until then: ship fast, raise smart, stay curious.
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