This Week's Good Reads

• McKinsey - The age of thinking machines: Perspectives on the future of robotics - McKinsey frames physical AI as a potential trillion-dollar value pool by 2040, led by manufacturing and logistics, but argues broad adoption still depends on lower robot costs, safer fenceless operation, longer uptime, and deployment models that make robots easier to use as adaptive tools rather than fixed automation. McKinsey
• The Japan Times - Japan plans sovereign AI model and 10 million AI robots - Japan plans up to about $6.1B for a domestic AI model through the Noetra consortium and is targeting roughly 10 million AI-equipped robots across 18 sectors by 2040, making sovereign AI and physical AI part of its response to workforce shortages and strategic dependence on U.S. and Chinese technology. The Japan Times
• Tech Times - Robot Skill Library ASPIRE Gives Robots Memory: Handover Climbs to 92% - NVIDIA, Michigan, UIUC, UC Berkeley, and CMU researchers introduced ASPIRE, a robot learning system that stores validated debugging fixes as retrievable code skills; the approach lifted bimanual handover success from 20% to 92% in simulation and points toward robot training as accumulated, inspectable memory rather than repeated rediscovery. Tech Times

Robotics and AI Companies Funding

Pre-seed / Seed

• Talp - Undisclosed, Pre-seed round backed by Formus Capital, Aito Capital, Sunshine Lake, Andreessen Horowitz, Juan Abundes, and Kadir Danisman. Talp builds AI personas that simulate customer intent before companies make product, pricing, or marketing decisions.
• Rivage - EUR 1.5M, Seed round led by Kima Ventures with Nicolas Goyet, Gerard Deray, Jean Boucher, and Quentin de Metz. Rivage builds AI-native rental-property accounting software for French agencies, automating billing, reconciliation, documents, and client communication.
• Worldmodeldata - GBP 7M, Seed round led by Iona Star. Worldmodeldata turns licensed video-game play into training data for world models that need causal records of agents acting inside changing environments.
• geoSurge - $12M, Seed round led by AlbionVC with Play Ventures, Octopus Ventures, Celero Ventures, Boost Capital Partners, Passion Capital, Tuesday Capital, and AI angels. geoSurge helps brands understand and improve how they appear inside generative AI answers.
• Humble Robotics - $24M, Seed round led by Eclipse with Energy Impact Partners and RedBlue Capital. Humble Robotics is developing an autonomous electric freight truck platform built from the ground up for dock-to-dock logistics.
• Digiclean Solutions AB - EUR 2.5M, Seed round co-led by Unconventional Ventures and Almi Invest with S-E Bankens Utvecklingsstiftelse, Impact Shakers, and Feminvest Ventures. Digiclean uses connected sensors and AI analytics to make industrial cleaning measurable and optimizable.
• Hangmo Technology - Nearly RMB 100M, Angel round backed by Zhongtou Wanfang, Sanxian Technology, Beihang Tianhui, Chengmei Capital, Sanhe Investment, and Changzhou Jinkong. Hangmo Technology develops intelligent variable-stiffness joints for embodied robots, robotic arms, robot dogs, and consumer exoskeletons.
• Striding AI - Nearly $100M, Angel round backed by Charoen Pokphand Group, Huaqin Technology, and Jiuan Medical. Striding AI is building physical AI systems across world action models, reinforcement learning, robot hardware, data infrastructure, and deployment engineering.
• Queue - $12.6M, Seed round led by AlleyCorp after a $6M pre-seed led by Riot Ventures, with House Capital, Ubiquity Ventures, Grep Ventures, and Banter Capital also backing the company. Queue builds autonomous robotic pharmacy kiosks that fill and verify prescriptions from sealed wholesale pill bottles.
• Dawnguard - EUR 2.8M, Pre-seed round backed by BNVT Capital, Curiosity VC, and eCAPITAL ENTREPRENEURIAL PARTNERS. Dawnguard automates security architecture work for enterprise teams and is expanding into the U.S. market.
• Amity Robotics - $7M, Seed financing led by East Ventures on equity and AlteriQ Global on debt, with 500 Global participating. Amity Robotics builds AI concierge robots for malls, hotels, airports, hospitals, and other high-traffic service environments.
• Macrodata Labs - $4M, Pre-seed round led by Air Street Capital. Macrodata Labs is building robotics data infrastructure for teams that need to collect, clean, label, and manage physical AI datasets.

Series A

• dConstruct Robotics - $125M, Series A round from undisclosed investors. dConstruct Robotics builds the d.ASH platform for 3D reality capture, robot navigation, and fleet operations in GPS-denied buildings, transport sites, logistics environments, and smart-city infrastructure.
• TrueFoundry - $19M, Series A round led by Intel Capital with Peak XV Partners, Eniac Ventures, Jump Capital, Gokul Rajaram, Mohit Aron, Cyan Banister, Ankit Sobti, and Lenny Rachitsky. TrueFoundry provides a production control plane for model builds, deployment, governance, and operations across cloud and on-prem AI infrastructure.
• Lightwheel - About $145M, Series A++ / A+++ financing backed by New Hope Group, Dingbang Investment, AUX, and CCB Sci-Tech. Lightwheel builds robotics simulation and data infrastructure for physical AI, including SimReady environments, human demonstration data, and robot evaluation tooling.
• KredosAi - $7M, Series A round led by BMW i Ventures with Motley Fool Ventures, Walter Ventures, Okapi Venture Capital, StartFast Ventures, SaaS Ventures, and Stout Street Capital. KredosAi uses behavioral AI to personalize overdue-payment workflows and improve collections.
• Hypefy - EUR 6.3M, Series A round led by AYMO Ventures with Interactive Venture Partners, Oktogon Ventures, and Euroventures. Hypefy automates influencer campaign discovery, outreach, coordination, and execution for brands across international markets.
• EquiLibre Technologies - Undisclosed, Series A round led by Creandum with Blossom Capital and Credo Ventures. EquiLibre applies reinforcement-learning agents to live public-market trading and investment workflows.
• LinqAlpha - $22M, Series A round anchored by AVP, Atinum Investment, and GFT Ventures. LinqAlpha builds AI agents for institutional investment research that learn from each institution's thesis history and feedback.
• OXMIQ Labs - $35M, Series A round co-led by Fundomo and Samsung Catalyst Fund with MediaTek, Pegatron Venture Capital, Morgan Creek Capital Management, and other strategic investors. OXMIQ Labs develops OxCore, a licensable GPU architecture for custom AI silicon.
• CarbonSix - $40M, Series A round co-led by DSC Investment and LB Investment with IMM Investment Corp., Korea Development Bank, SV Investment, Foothill Ventures, and Storm Ventures. CarbonSix builds physical AI for manufacturing, emphasizing factory data capture and deployment reliability.
• GenerativeX - $4M, Series A round led by Nissay Capital with Salesforce Ventures, Angel Bridge, DEEPCORE, and SMBC Venture Capital. GenerativeX uses forward-deployed engineering teams to build production agentic AI systems inside enterprise workflows.
• Straiker - $64M, Series A round led by Marathon Management Partners alongside Citi Ventures, Illuminate Financial, Workday Ventures, Bain Capital Ventures, and Lightspeed. Straiker secures autonomous AI agents through discovery, adversarial testing, and runtime monitoring.
• Gaussion - $28M, Series A round co-led by BGF and AlbionVC with Autotech Ventures, UCL Technology Fund, DN Capital, and Future Ventures. Gaussion uses AI-enabled battery control to improve charging, performance, and lifecycle economics for data centers, drones, satellites, and EVs.

Series B

• Aligned - $60M, Series B round led by PeakSpan Capital with NFX, Hetz Ventures, and JAL Ventures returning. Aligned provides an AI Deal Workspace for shared buyer-seller collaboration, serving tens of thousands of sellers and more than a million monthly buyers.
• TwelveLabs - $100M, Series B round co-led by New Enterprise Associates and NAVER Ventures with Amazon, NVIDIA, Index Ventures, Radical Ventures, Korea Investment Partners, and Quadrille Capital participating. TwelveLabs builds video understanding models and infrastructure for search, analysis, and multimodal AI applications.
• Qolab - $54.2M, Series B financing and commitments led by UC Investments with Wisconsin Alumni Research Foundation, Octave Ventures, and Phoenix Venture Partners. Qolab develops manufacturable superconducting quantum computers with semiconductor-grade systems discipline.
• Stathera, Inc. - US$55M, Series B round led by Maverick Silicon with Celesta Capital, BDC Capital, MediaTek Innovation Fund, TXC Corporation, and Ultratech Capital Partners. Stathera builds silicon timing technology for AI data centers, high-speed interconnects, and next-generation compute infrastructure.

Series C and beyond

• Higharc - $95M, Series C round led by Insight Partners with Wellington Management, Fifth Wall, Spark Capital, and Lux Capital participating. Higharc applies AI across the homebuilding workflow, from design and productization through construction coordination.
• Together AI - $800M, Series C round led by Aramco Ventures with General Catalyst and NVIDIA. Together AI provides cloud infrastructure and inference tooling for open-source and specialized AI workloads.
• X Square Robot - Undisclosed, Series C round with IDG Capital joining after prior backing from HSG, Xiaomi Technology, Meituan, Alibaba Group, and ByteDance. X Square Robot builds physical AI foundation models and robots for home, care, and real-world service environments.

Growth / Strategic / Other

• Kling AI - $2.8B, Funding round backed by Alibaba Group, Tencent, Baidu, and a broader investor group. Kling AI is Kuaishou Technology's AI video unit, serving creators and enterprise API customers as AI video shifts from model demo to creative infrastructure.
• Integral Privacy Technologies - $25M, Funding round backed by Venrex, The General Partnership, Array Ventures, and GreatPoint Ventures. Integral Privacy Technologies builds an independent privacy layer that makes regulated real-world data usable for AI workflows.
• KeliDian Technology - Undisclosed, Strategic financing from Leaguer Group. KeliDian Technology builds AI-powered elderly-care robots for patient transfer, rehabilitation walking, home companionship, health monitoring, fall alerts, and medicine reminders.
• Innok Robotics - EUR 3.3M, New funding backed by Companisto, Prolimity Capital Partners, and private co-investors. Innok Robotics builds autonomous mobile robots for outdoor industrial sites, brownfield facilities, uneven floors, and mixed indoor-outdoor routes.
• VSORA - Undisclosed, Minority investment from Ardian. VSORA designs AI inference accelerators for data center workloads, with its Jotunn8 processor entering manufacturing after tape-out.
• 10Beauty - $23.5M, Funding round led by Story Ventures. 10Beauty builds full-service robotic manicure systems that handle polish removal, nail shaping, cuticle care, color application, top coat, and drying in retail and salon environments.
• kim.cc - Undisclosed, Institutional funding from Stellaris Venture Partners. kim.cc combines AI agents, workflow memory, quality checks, and human oversight to automate customer support operations for e-commerce brands.
• LeapXpert - $180M, Growth investment led by Riverwood Capital with Portage participating. LeapXpert provides governed enterprise messaging across WhatsApp, iMessage, Signal, WeChat, and other channels for regulated companies that need capture, retention, auditability, and AI-ready communication records.

Robotics and AI News

• TechCrunch - This humanoid robotics company is going public, but its CEO isn't promising a robot in your home anytime soon - Agility Robotics plans to go public through a SPAC at about a $2.5B valuation, using expected proceeds of more than $620M to scale Digit production while focusing on warehouse and factory deployments rather than near-term home robots. TechCrunch
• Hyundai Motor Group - Hyundai Motor Brings Atlas Humanoid Robot to FIFA World Cup 2026 in First-Ever Live Match Environment Robotics Integration - Hyundai and Boston Dynamics put Atlas into a live FIFA World Cup halftime activation, using football-inspired movements, match-ball delivery, retargeting, reinforcement learning, and whole-body control as a public demonstration of humanoid mobility outside a lab setting. Hyundai Motor Group
• The Times of India - 17,625 tablets in 64 hours: China's Agibot completes world's first livestream of humanoid robots inspecting production line with 99% accuracy - Agibot ran eight G2 humanoid robots across a live Longcheer tablet inspection line for more than 64 hours, reporting 17,625 tablets produced, 64,828 production-line tasks, and a 99.99% task success rate in a public industrial demonstration. The Times of India
• UN News - From AI to 'killer robots': UN chief issues urgent governance call - At the first UN Global Dialogue on AI Governance, Antonio Guterres called for worldwide AI controls covering autonomous weapons, child safety, human rights, access for developing countries, and environmental transparency as civilian AI infrastructure increasingly overlaps with security risks. UN News
• Al Jazeera - NASA launches robotic mission to save telescope falling back to Earth - NASA launched Katalyst Space Technologies' Link spacecraft on a $30M mission to dock with the Swift Observatory using robotic arms and raise it roughly 300 km, a first-of-kind servicing attempt that could extend the life of other satellites. Al Jazeera
• Korea Bizwire - Conglomerates Pledge $202 Billion for AI, Robotics and Space Projects - South Korea's largest conglomerates pledged a combined 312 trillion won, about $202B, for southeastern-region AI, robotics, chips, space, and defense projects, including SK's 2 GW AI data center, Samsung humanoid robot production, Hyundai autonomous-driving and AI manufacturing work, and Hanwha space and defense investments. Korea Bizwire
• Futurism - Major Union Livid After 1,000 Factory Workers Were Replaced With 50 Robots - The UAW criticized General Motors after more than 1,000 workers at Factory Zero were idled as the plant installed 50 AI-integrated cobots for EV body-panel work, highlighting how industrial robotics adoption is becoming a labor and bargaining issue as well as a productivity story. Futurism

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