Newsletter #79

This Week's Good Reads

Kearney - Physical AI in warehousing: closing the loop between perception, reasoning, and action — A deployment framework separates mature warehouse automation from emerging manipulation systems and bounded humanoid pilots, arguing that payback, workflow integration and operational constraints should guide investment decisions. Kearney
The Mixing Bowl - The 2026 Crop Robotics Landscape — An original map of more than 400 companies across 15 crop-robotics segments shows stronger deployment in spraying and weeding, while harvesting still faces difficult reliability, cost and operational-fit barriers. The Mixing Bowl
Google Research - Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle — A research report proposes context-dependent policies for agent data sharing and actions, combining supervision, dynamic permissions and system safeguards to address the limits of static access controls and repeated user confirmations. Google Research

Robotics and AI Companies Funding

Pre-seed / Seed

Fleuret AI - €4M, Pre-seed round led by RAISE Ventures with Auriga Cyber Ventures, Wind Capital, Better Angle and cybersecurity angels. Its AI agents continuously test applications, APIs and infrastructure for exploitable vulnerabilities and help teams verify fixes.
Ghost - $11M, Seed round led by Andreessen Horowitz with Abstract Ventures, Audacious Ventures, SV Angel and Nova. It is building Core, a personal computer that runs AI agents locally with persistent memory across files, apps and connected devices.
Hestus - $7.4M, Seed round led by Insight Partners, with Chalfen Ventures, Rock Yard Ventures, Garage Capital and other investors. Its AI assistant suggests sketch geometry and constraints inside mechanical engineers' CAD workflows.
Falcon AI - €1.5M, Pre-seed round led by Syndicate One with Stelena Capital, Greenpark Investment Partners, RDY.VC and Source Ventures. Falcon AI automates commercial-contract review, risk checks and redlines, with qualified Falcon Law lawyers reviewing and approving the work before delivery.
Quotr - $4M, Seed round led by Llama Ventures with unnamed strategic angel investors. Quotr uses AI to read construction plans, count quantities and produce priced bids, connecting estimating with proposals and procurement.
Elio Mortgage - $5.1M, Pre-seed round co-led by Motive Partners and Social Leverage with angel investor Jeff Horing. Elio Mortgage builds AI agents for residential mortgage origination, coordinating documents, income calculations and closing preparation while loan officers retain responsibility for advice and judgment.
Nearhuman - £350,000, Pre-seed round led by SFC Capital. It develops retrofit cameras with on-vehicle AI to detect unsafe riding and road hazards on shared e-scooters and e-bikes.
Menos AI - $5.1M, Pre-A round led by returning investor Copper Sky Capital with Alpha Square Group. Menos AI builds a private context layer connecting proprietary research, portfolio data and investment reasoning for institutional investment firms and their AI agents.
Comparables.ai - $6M, Seed round co-led by Pragmatech and Arāya Ventures with Purple Ventures, Gorilla Capital, hi5 Ventures, Somersault Ventures and other investors. Its AI platform helps M&A teams discover acquisition targets and buyers using company, financial, ownership and transaction data.
calliora - $6M, Pre-seed round co-led by BHI - Bertelsmann Healthcare Investments and redalpine with Ulrich Wandschneider, Sara Siegel, Peter Sarlin and Frank Hutter. Its AI platform connects hospital documentation, coding and billing to identify missing evidence before reimbursement.
Polygrade - $6.3M (previously raised), Seed financing backed by Construct Capital, American Family Ventures, Nine Four Ventures, Hustle Fund and Room and Pillar. Its AI agents handle home warranty claims from intake and diagnosis through authorization, parts sourcing and contractor payment.
Zeroset - $5.2M, Pre-seed round co-led by Gradient and 2048 Ventures, with Leblon Capital and other investors. Its Nebula product, in closed research preview, preserves enterprise workflow state and history for AI agents.
Aignosis - ₹4 crore, Seed round co-led by Antler and Nikhil Kamath with Varun Dua and IIMA Ventures. Aignosis uses computer vision for childhood autism and developmental screening, producing risk reports that guide referral for clinical assessment rather than providing diagnoses.
Rivercell - $25M, Seed round led by HV, with HCVC, Alven and Bpifrance Digital Venture. It is building biological data platforms and AI virtual cell models to predict cellular responses to drugs and genetic changes.
Cleavr - €8M, Seed round led by Varsity with Kima Ventures, Better Angle, Portfolio Ventures, Kerala Ventures, Financière Saint James, 100IN, STATION F, Clover and unnamed business angels. Cleavr automates accounts receivable workflows, connecting ERP systems with payment reminders, follow-ups, replies and dispute handling.
Trmeric - $6.5M, Seed round led by Hitachi Ventures with Schema Ventures, CIVC, FalconX Ventures, Executive Venture Fund, Gokul Rajaram, Yatish Mishra and Shailesh Lakhani. Trmeric builds AI agents that connect enterprise transformation planning and execution with governance, reporting and measurable business outcomes.
Cori Clinical - $4M, Seed round led by BREEGA with Enzo Ventures, HEARTFELT_, Ventures Together and Bynd Venture Capital. Its AI workspace helps clinical teams develop trial protocols, regulatory submission packages and operational plans.
Myca - $1.3M, Pre-seed round led by Kriscore Capital with Eximius Ventures, Indigram Labs Foundation and agriculture-sector angels. Its AI agents turn agribusiness field messages, calls and photos into operational data and follow-up work connected to existing ERP and CRM systems.
Catalyst - $30M, Seed round led by Sequoia Capital, with Jump Trading, Peak XV Partners, Lux Capital, Anti Fund, Coinbase and Premji Invest. Its AI trading agents translate plain-language investment ideas into strategies and execution workflows with user-defined limits.
Curvet.ai - Rs 6 crore, Pre-seed round led by Merak Ventures with unnamed angel investors. Curvet.ai combines text, image, audio and video AI models in one workspace so users can compare outputs and combine capabilities within projects.
TODAY - €2.8M, Seed round co-led by HTGF and Insurtech Gateway with SEED X Liechtenstein, Lucid Capital, Herbert Rogenhofer and Pierre Dubosq. TODAY develops an AI sales operating system for financial and insurance advisors, automating meeting documentation and routine workflows with built-in compliance.
Desible.ai - ₹32 crore, Seed Plus round led by Prime Venture Partners with returning investor Invention Engine. Desible.ai orchestrates AI customer workflows for banks, lenders and insurers across voice, WhatsApp, SMS and email, using rules for consent, disclosures and escalation.
Monid - $7.7M, Seed round led by Long Journey with Madrona, Essence Venture Capital, Pioneer Fund, 1984 Ventures, Untapped Capital, Founders, Inc., Mango Capital, Marketplace Capital, Llama Ventures, Sandwith Ventures, Sangha Capital SA, Bill Tai, Joshua Schachter and Jeff Fluhr. Monid provides infrastructure for AI agents to discover, access and pay for tools at runtime through a shared integration and balance.
Lean SuperIntelligence (LSI) - Undisclosed, Pre-seed round from undisclosed investors. It develops paired offensive and defensive cybersecurity AI models that run on-premise or in air-gapped enterprise networks.
Danu Robotics - $5M, Late-seed round from undisclosed investors. Its AI-guided H.E.R.O. robot sorts recyclable materials using a pincer system that can be retrofitted into existing waste-processing facilities.
GUDEA - $7M, Seed round co-led by Mudita Venture Partners and Collide Capital. Its AI narrative intelligence platform maps how online stories form and spread and distinguishes authentic engagement from coordinated amplification.
OllyGarden - $4M, Seed round backed by Datadog, Grafana Labs, Dash0, Next Frontier Capital, Grand Ventures, ACTAI Ventures and DIG Ventures. Its Rose AI agent reviews OpenTelemetry instrumentation and proposes code changes through pull requests for human approval.
Egoist Machines - $3M, Seed round backed by Y Combinator, Goodwater Capital, an unnamed European family office and unnamed scientists from DeepMind and Meta. Its AI Passport lets users review, share and delete personal context across AI applications with scoped permissions.
Hilt - $4.2M, Seed round led by Array Ventures with Verdict Capital, Base10 Partners, Brickyard, Liquid 2 Ventures, sequel, Sarah Smith Fund and Alumni Ventures. Hilt uses kernel-level monitoring and graph neural networks to detect unusual data movement, including misuse by users or AI agents with valid access.
Preference Model - $16M, Seed round led by Andreessen Horowitz with SignalFire, South Park Commons, Scale Angels, Fei-Fei Li, Ian Goodfellow and Julian Schrittwieser. Preference Model builds reinforcement-learning environments for frontier AI labs and the open-source Karotte framework for robust evaluation and grading.
Hone - $60M, Seed round co-led by Benchmark and Index Ventures with Elad Gil, Hanabi Capital, Definition, Diffusion, Lux Capital, SV Angel and Align. Hone builds persistent AI Engines that retain organizational context and collaborate with employees to work toward business outcomes.
Klarent - $8M, Seed round led by Mosaic Ventures with Moonfire, Angel Invest, Jürgen Galler and Harris Barton. Klarent uses AI agents to write and maintain deterministic tests for enterprise web and mobile applications, with human verification of results.
Peppermint - $4.7M, Seed round led by Moxxie Ventures with Homebrew, Better Tomorrow Ventures, Layout Ventures, Digital Health Venture Partners, Night Capital, Benjamin Mann and Evan Moore. Its AI platform connects clinical-trial activity with contracts, invoices and collections, supported by human billing specialists.
Outro Health - $7M, Pre-seed and Seed rounds backed by Listen Ventures, Cake Ventures, LAUNCH, Actions Capital, Hannah Grey VC, SemperVirens VC, Brock Recovery Group, Pave Health Ventures and other investors. Its clinician-guided deprescribing platform combines individualized tapering protocols, patient monitoring and psychosocial support, initially for antidepressants.
Finches - €2M, Pre-seed round led by HTGF, with Vanagon Ventures as co-lead, Bayern Kapital, UnternehmerTUM Funding for Innovators and unnamed industry and tech angels. Its AI platform connects crop-risk signals with food manufacturers' suppliers, contracts and recipes to support earlier sourcing decisions.
Infino AI - $7.5M, Seed round led by Bessemer Venture Partners, with Collide Capital, AIN Ventures, Integral Ventures, EchoVC Partners and other strategic investors. Its retrieval engine combines keyword search, vector search and SQL over a single copy of data stored in Apache Parquet.
Phinity Labs - $5.2M, Seed round led by Uncork Capital with Moxxie Ventures, Pear VC and angels including Jeff Dean. Its AI agents design, evaluate and revise custom chips using a feedback loop that connects computational models with physical engineering constraints.
Autentic AI - €1.5M, Pre-seed round backed by Baobab Ventures, Lanai Ventures, Acurio Ventures and Masia. Autentic AI conducts AI-led market-research interviews with verified consumers and industry experts, combining video evidence with human interpretation.
Verso - $6M, Seed round led by Angular Ventures with 100IN, Kima Ventures, Olympe Capital, SHARPSTONE, Hexa and angels including Roxanne Varza. Verso turns adaptive AI-moderated video interviews into evolving consumer knowledge that business teams can query for new decisions.

Series A

Pandektes - €13.5M, Series A round led by Alstin Capital with PROfounders Capital, Scale Capital, People Ventures and other existing investors. It structures legislation, judgments and other legal sources for AI-powered research with traceable answers.
OneByZero - US$20M, Series A round led by Jungle Ventures. Its NEO platform and embedded engineers deploy governed AI coworkers within existing enterprise systems.
Avarra - $17M, Series A round led by Duration Ventures with Lightspeed, Draper Associates, GTMfund, Alumni Ventures and Zoom. Its AI avatars coach sales teams, support live deals and answer buyers' questions using a shared company playbook.
Ampersand - $15M, Series A round led by Bessemer Venture Partners with Matrix, Flex Capital, Yelp, Tenacity Capital, CTO Fund and Mana Ventures. It builds integration infrastructure that lets enterprise AI agents read and write within customer-specific software configurations.
Melius - $20M, Series A round led by CRV. It builds a shared workspace for teams to direct AI agents through image, video and audio production.
Flai - $27M, Series A round led by Base10 Partners, with Toyota Ventures, First Round Capital, Y Combinator, The Friedkin Group and Findlay Automotive Group, Inc. Its AI agents handle dealership customer outreach, appointment booking and updates to operational systems.
pubX - $5M, Series A round led by Chicago Ventures. Its infrastructure enables buyer and seller AI agents to plan, transact and optimize advertising within client-defined rules.
Procuros - €20M, Series A round led by XAnge with W23 Global, Point Nine, Creandum and b2venture. Its B2B trade platform translates partner data into ERP-ready records and validates orders, shipping notices and invoices for automated workflows.
Siena - $17M, Series A round led by York IE, with Joyance Partners, AGLAÉ VENTURES, SIERRA Ventures and SuperAngel.Fund. Its AI agents use shared customer intelligence to support consumer brands across support, shopping, social and voice.
Vitalize - $31M, Series A round led by Oak HC/FT, with Norwest, .406 Ventures, Constellation, Y Combinator, Rock Health Capital and MemorialCare Innovation Fund. Its AI platform forecasts hospital demand and coordinates workforce scheduling with patient capacity.
mutex - ¥281.6M, Series A round backed by MTI Ltd., MEDIPAL Innovation Investment Limited Partnership and Nippon Management. mutex develops Reze, an AI medical-claims platform that imports billing and medical-record data, flags missed charges and errors, and supports staff review.
Healthleap - $38M ($8M seed and $30M Series A), Seed and Series A rounds with Sequoia Capital and First Round Capital co-leading the seed and Hummingbird Ventures leading the Series A. Healthleap combines clinical notes and structured hospital records to flag patients who may need closer clinical review, without providing diagnoses.
Vocca - $20M, Series A round led by Norrsken VC with Heal Capital, Speedinvest, firstminute capital and unnamed angels including founders of Alan and Datadog. Vocca provides voice AI for healthcare front desks, answering patient calls and booking appointments using specialty-specific rules and existing practice software.
Reactor - Undisclosed, Series A investment from NVIDIA and Sapphire Ventures. It builds serving infrastructure for real-time world models and interactive generative video.
Rein Security - $25M, Series A round co-led by Glilot Capital and Sienna Venture Capital, with Corner, Atlacle and RNP Capital. Its runtime security platform traces AI agent actions and blocks harmful behavior before execution.
Rebel Audio - Undisclosed, Series A round led by HardScope. Its AI podcasting platform combines recording, editing, publishing, translation, distribution and monetization in one workflow.
Ultra - $50M, Series A round led by Framework Ventures, with Y Combinator. It deploys AI-powered warehouse packing robots through a service model covering hardware and software support.
Livsyn Robotics - More than RMB 100M, Series A round backed by Huafang Capital, Daohe Yuanqi, Suwen Electric Energy and an unnamed strategic industrial investor. Its embodied-AI infrastructure connects robot data collection, model training, task execution and feedback across different hardware.
UpSmith - $10M, Series A round led by SemperVirens VC, with Hannah Grey VC, Asymmetric, CIV, Synetro Group, WaterStone Impact Fund, Colin M. Evans at Sandwith Ventures, Deason Capital Services, LLC and Zachary Bookman. Its AI agents recover revenue opportunities for home-services contractors through call handling, follow-ups and appointment booking.
Santé - $15M, Series A round led by FINTOP, with Bonfire Ventures, Operator Collective, Y Combinator, Veridical Ventures and TipTop VC. Its AI operating system combines point of sale, e-commerce, payments and back-office workflows for independent wine and spirits retailers.

Series B

General Medicine - $120M, Series B round led by Andreessen Horowitz with Matrix, VXI Capital, Eli Lilly and Company, Mercy Health through Granger Management and BoxGroup. Its healthcare store combines AI-guided care planning with clinician review and transparent pricing for medications, tests and care services.
Multiply Labs - $75M, Series B round led by Dr. Patrick Soon-Shiong and NantWorks, with AstraZeneca, Teradyne and Casdin Capital. Its robotic clusters automate biologics manufacturing using pharmaceutical companies' existing instruments and validated processes.
Namespace - $42M, Series B round led by Scale Venture Partners with NEA, 20VC, Essence Venture Capital, Burst Capital, Susa Ventures and angels including Olivier Pomel. It provides coding, build and test environments for AI agents across Mac, Windows and Linux.
Vinci - $250M, Series B round co-led by Advent, Temasek and Xora Innovation, with AMD Ventures, Eclipse, Khosla Ventures and Madrona. Its AI platform brings physics simulation into hardware design, helping engineers evaluate thermal, mechanical and fluid behavior.
Nous Research - $90M, Series B round backed by NVIDIA, M12, Microsoft's Venture Fund, Samsung Next, Robot Ventures, Union Square Ventures, Y Combinator and Menlo Ventures. It is building enterprise tools around its open-source Hermes AI agent, which retains project context and develops reusable skills.
Mecka - $60M, Series B round led by Sequoia Capital with NVIDIA, M12, Qualcomm Ventures, Samsung, Kindred Ventures, Framework Ventures, Neo, Tony Xu, Frank Slootman, Milan Kovac, Christopher Payne and Jonathan Chadwick. Mecka builds hardware and operations for collecting human demonstrations, turning video and sensor streams into robot training data and supporting commercial deployment.
WhiteLab Genomics - $26M, Series B round led by AVP with YADAY through Yaday Health, Blast Club, Omnes and Debiopharm Innovation Fund. Its ALFRED platform uses AI to design genomic medicines by coordinating therapeutic payloads with targeted delivery technologies.
Arena - $200M, Series B round co-led by Lightspeed and Khosla Ventures, with Salesforce Ventures, 01 Advisors, Dell Technologies Capital and Endeavor Catalyst. Its AI evaluation platform measures model and agent performance across real workflows, including adherence to user instructions.
Vesta - $30M, Series B round led by Conversion Capital with Pennymac, New American Funding, Citi Ventures, nbkc bank, First American, FirstKey Mortgage, Andreessen Horowitz, Zigg Capital and Navitas Capital. Vesta builds a mortgage loan origination system where AI agents and staff work on shared loan files, with lender-controlled delegation and auditable actions.
KONST - $30M, Series B round led by ADATA Technology Co., Ltd. with M Mobility, Pegatron Venture Capital and other corporate investors. It combines AI data-center construction and GPU operations with granular cloud billing and enterprise model-access governance.
Stuut - $52.5M, Series B round led by Insight Partners with Andreessen Horowitz, M12 and Activant Capital. Its AI agents resolve order-to-cash exceptions across customer outreach, disputes and cash application within existing enterprise systems.

Series C and beyond

Valon - $150M, Series D round backed by new investor Ribbit Capital and existing investors including Andreessen Horowitz. Valon develops ValonOS, a mortgage-servicing system of record with AI agents for regulated workflows such as homeowner communications, payment allocation and escrow analysis.
Parallel Systems - $100M, Series C round led by Advance Venture Partners with Hillspire, Agility, Cobalt Capital, Anthos Capital, Congruent Ventures, Riot Ventures and Collaborative Fund. Parallel Systems develops battery-electric autonomous freight-rail vehicles and software designed to make shorter, lower-density routes competitive with trucking.
MMI - $125M, Series D round led by BioStar Capital, with S3 Ventures, Angelini Ventures, an undisclosed strategic corporate investor and existing backers. Its Symani Surgical System assists microsurgery with miniature wristed instruments, motion scaling and tremor reduction.

Growth / Strategic / Other

Primitive Labs - Undisclosed, Strategic investment from Sony Innovation Fund. Its Instinct platform uses behavioral data to simulate how customers navigate digital products before launch.
Clockwork.io - $31M, Funding round co-led by Premji Invest, Wing Venture Capital and Seligman Ventures, with NEA and e& Capital. Its resilience software protects AI training and inference workloads from GPU and network failures.
Eden AI Labs Inc. - $1.5M, Funding round led by Gaea Ventures, with Becker Ventures and GTM Ventures. It is building a personal AI agent to handle bookings, shopping and scheduling across apps and the web.
Bright Machines - Undisclosed, Strategic investment from Teradyne. Its software-defined manufacturing platform combines robotics, inspection and production data to build AI infrastructure.
FRANK - Undisclosed, Funding round backed by Armilar and Start Ventures. Its AI Operator automates insurance brokers' document processing and tasks inside insurers' portals.
Joe AI - €2M, First institutional financing led by Xplore with Plug and Play and business angels, alongside public financing mainly from Bpifrance. Joe AI builds AI agents that handle real-estate communications, qualify prospects, schedule viewings and open service tickets.
Presto Phoenix - $10M, Funding round from Remus Capital-affiliated investors and other unnamed existing investors. Presto Phoenix provides voice AI for restaurant drive-through ordering, integrating spoken requests with menus, hardware and POS systems.
Sudo AI - More than RMB 1B, Funding round co-led by Shanghai Guotou Pioneer Fund, Guotai Haitong and Futeng Capital with Daohe Long-term, Dongfeng Asset, CDB Financial, Longmafeng, Liangtu Zhice and Xiaomi Technology. It develops simulation-trained robot manipulation systems for picking unfamiliar objects in industrial environments.
Nippybot - Undisclosed, Angel round from undisclosed investors. It builds autonomous last-mile delivery robots with remote human oversight for short-distance food, parcel and goods transport.
Mona - $3.5M, Funding round led by Sandberg Bernthal Venture Partners with Alumni Ventures, Wisdom Ventures, Eric Schmidt and other angel investors. Mona uses AI to match small businesses with financing opportunities and streamline applications, supported by human financial coaches.
ITpipes - Undisclosed, Strategic growth investment from Luminate Capital. ITpipes provides AI-assisted sewer and stormwater pipe inspection software that connects expert-reviewed defect records with municipal asset planning.
SignSplit PBC - $400M commitment, Strategic seed financing commitment from W Group (capital plus multi-year strategic resources; cash portion and disbursement undisclosed). SignSplit PBC connects human data contributors with AI and robotics developers through a signed-data platform for consent, provenance, licensing and compensation.
Hadrian - $40M, Funding round co-led by Forgepoint Capital International and Smartfin with HV Capital, Motive Partners, Picus Capital and Oetker Ventures. Its agentic offensive security platform maps enterprise attack surfaces and tests which vulnerabilities attackers can exploit.
Conway Research - Undisclosed, First funding round (formal stage undisclosed) led by Andreessen Horowitz with Khosla Ventures, Hummingbird Ventures, Anthology, SV Angel, Breakneck and angel investors. Conway Research builds Underdog, a personal AI assistant that processes context on user-owned computers; the financing was raised in March 2026 and announced in October.
Ledgebrook - $200M, Primary equity financing co-led by Allianz X and Rockefeller Capital Management with unnamed existing and new investors. Ledgebrook develops an AI-native specialty-insurance platform that handles risk intake and pricing while underwriters make final decisions.
PlannerPal - $6M, Funding round led by Mercia Ventures with Ada Ventures and unnamed strategic fintech investors and angels. Its AI platform captures client meetings, generates documents and updates existing systems for UK financial advisers.
Wiremind - €35M, First external funding round backed by IronWave, Bpifrance Large Venture and Seaya Andromeda. It develops AI-powered revenue, capacity, inventory and ticketing software for transport, air cargo, sports and events.
donut robotics Co., Ltd. - ¥300M, Agreed strategic investment from Charm Care Corporation. It develops humanoid AI robots and is testing its cinnamon robot for practical eldercare support in a nursing home.
MintNeuro - $5M, Funding round led by Odyssey Ventures with 33East, JSK Investments, Alumni Ventures, Empirical Ventures, Jumpspace Ventures and unnamed early investors. It develops modular chips for sensing, signal processing and stimulation in neural devices and brain-computer interfaces.
Tab - Undisclosed, Funding round backed by SV Angel, Valar Ventures LLC and American Spirit. Its personal AI assistant handles shopping, bookings and other tasks through iMessage and WhatsApp, with user approval before payments.
Atomic Machines - $250M raised to date, Cumulative funding backed by One Investment Management, Gigafund, XTX Ventures, KAS Venture Partners, Valor Equity Partners, Sozo Ventures, The Regents of the University of California, Construct Capital, Tru Arrow Partners and The House Fund. Its Matter Compiler combines AI and programmable manufacturing to build working micro-machines from code.
Bridge Neurotech - $13.5M, Funding round backed by General Catalyst, re.Mind, Sunflower Capital, Scott Sandell and other investors. It is developing a non-invasive brain-computer interface combining ultrasound imaging with AI decoding.
Enteka Ai - £0.9M, Strategic investment from The Property Franchise Group. Its conversational AI platform handles enquiries, lead qualification and appointments for UK estate agents and mortgage brokers.
Torch Systems - $11.5M ($9.5M equity and $2M venture debt), Equity and venture debt financing backed by Khosla Ventures, Abstract Ventures, Construct Capital, Starship Ventures, Ravelin and Endurance28, with venture debt from First Citizens Innovation Banking. Its solar-powered TerraNodes combine sensors and edge AI to monitor outdoor infrastructure for fire risks, overheating and other operating issues.
Manus - More than $500M, Funding round co-led by Boyu Capital and IDG Capital, with Tencent, HSG, ZhenFund and other existing shareholders. Its general-purpose AI agents carry out digital tasks and help users create apps, websites, presentations, designs and videos.
Persona - $10M, Funding round led by Vine Ventures with Cory Levy and Collective Global Management. Its personal AI assistant handles everyday tasks through iMessage, with a planned wearable band for voice access.
Rovex Technologies - Undisclosed, Funding round from Phase Shift Ventures. Its Rovi robot is designed to attach to existing stretchers for autonomous patient transport through hospitals.
TypeSafe AI - About $870M, Funding round led by Andreessen Horowitz. Its Jev AI model returns typed decisions directly to software for fast classification and application workflows.
iris labs - $20M commitment, Initial funding commitment from Flagship Pioneering. iris labs develops personal AI for psychological fitness, beginning with a conversational thought partner delivered through iMessage and RCS.
Oratomic - $775M total funding, Cumulative funding, with financing co-led by ARCH Venture Partners, Spark Capital, Khosla Ventures, Index Ventures, General Catalyst and Bezos Expeditions. It is developing fault-tolerant neutral-atom quantum computers and AI systems to automate research and computer design.

Robotics and AI News

Amazon / AWS - How AWS is helping companies build physical AI machines that think — AWS launched an open-source stack integrating NVIDIA tools for synthetic data, model training, simulation, edge deployment and fleet feedback, giving robot developers infrastructure for the full development cycle. Amazon / AWS
Mistral AI - Introducing Mistral Large 4 — Mistral opened API preview access to a one-trillion-parameter multimodal model trained on its European infrastructure, with weights scheduled for release by the end of October. Mistral AI
Anthropic - Introducing Claude Haiku 5.5 — Anthropic released a small model with adjustable effort for high-volume agent tasks and reduced Sonnet 5.5 cache-read prices by half, expanding the cost and latency options for production workflows. Anthropic
Google Cloud - Empowering SMBs to do more with Gemini — Google introduced a work agent that connects business tools, executes code and continues tasks in the cloud, with model choice and spending controls; access is currently limited to early customers. Google Cloud
Microsoft - Pre-order our most powerful Surface devices ever — Microsoft opened pre-orders for Surface Laptop Ultra and Surface RTX Spark Dev Box, pairing NVIDIA compute with up to 128 GB of unified memory for local AI workloads; deliveries begin in October and November, respectively. Microsoft
Stryker / CMR Surgical - Stryker and CMR Surgical announce strategic alliance to advance robotic-assisted surgery — Stryker agreed an approximately $400M preferred-equity investment in CMR Surgical, exclusive US sales rights for Versius and an option for a future acquisition; the transaction remains subject to regulatory approvals and closing conditions. Stryker / CMR Surgical
FMCSA / Federal Register - Parts and Accessories Necessary for Safe Operation; Application for Exemption From Aurora Operations, Inc (USDOT #341156) — FMCSA granted a five-year exemption allowing qualifying Level 4 truck operators to use cab-mounted warning beacons instead of manually placed warning devices, subject to prior notification, validated operating domains and reporting requirements. FMCSA / Federal Register
UK Government - Brits to benefit from faster recovery from surgeries and better harvests through new backing for robotics — The UK launched eight Robotics Adoption Hubs under its GBP 40M programme, offering demonstrations, independent advice and implementation support to help businesses and public services deploy robots across civilian sectors. UK Government

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