This Week's Good Reads
- Business Insider - Meet the 22 investors to know in robotics and physical AI - Venture capital investment in robotics and physical AI has grown from about $4B in 2019 to $26B in 2025, but experienced investors warn that the category still punishes teams and backers who underestimate reliability, deployment, and hardware execution. Business Insider
- Associated Press - China can build humanoids at scale. The hard part is finding enough buyers - China has a manufacturing and cost advantage in humanoids, with companies reporting thousands of orders and Chinese vendors accounting for most 2025 shipments, but the article frames demand, fragile functionality, and real-world use cases as the harder bottlenecks. Associated Press
Robotics and AI Companies Funding
Pre-seed / Seed
- HyperNorm AI - $2.2M, Seed round co-led by Capital 2B and SenseAI Ventures. HyperNorm AI is building explainable AI decision intelligence for wealth advisors and RIAs.
- Courtroom - Undisclosed, Pre-seed round led by Neo and Precursor Ventures. Courtroom is building an AI litigation simulation platform for trial teams to test arguments, witnesses, damages theories, and case narratives before high-cost proceedings.
- Concentrate AI - $5M, Pre-seed round backed by True Ventures and RRE Ventures. Concentrate AI is building an LLM gateway that helps production AI teams route tasks across model providers, control token spend, set fallbacks, and manage access controls.
- Compuvi - Undisclosed, Seed financing backed by Islam Yildiz and Ozay Law Firm. Compuvi is building Confinaid, an AI LegalTech and RegTech platform that checks communications, documents, and workflows for legal and policy risk before incidents occur.
- Uncovr - $7M, Seed round led by Index Ventures with Seedcamp, Frst, No Label Ventures, Entrepreneur First, and angels. Uncovr is building surgical AI that turns video and intraoperative workflow data into operative reports, coding suggestions, and structured clinical records.
- Mimir - EUR 518.3k, Pre-seed round led by Sondo. Mimir is an Oslo-based AI-native customer support and operations platform for B2C e-commerce brands.
- Naratix - EUR 1M, Seed round led by Early Game Ventures. Naratix is building AI infrastructure that turns messy supplier and product information into structured product data for online retailers, marketplaces, and global brands.
- Structured AI - $4.2M, Seed round led by FCVC with Y Combinator, 20VC, Cherry Ventures, Zero Prime Ventures, Transpose Platform, Sequoia Capital, and Charlie Songhurst. Structured AI is building QA/QC agents for construction documents, drawing sets, building-code checks, and Revit / Bluebeam workflows.
- Dapple - $30M, Seed round backed by Raptor Group and Ion Pacific. Dapple is building dedicated, single-tenant enterprise AI infrastructure with data residency, governance, security controls, predictable performance, and managed operations.
- F2 - $24M total equity capital, including a $14M Seed round led by HighlandX with Left Lane Capital, NFX, Y Combinator, and Torch Capital. F2 is building a compounding intelligence platform for private credit funds and commercial banks.
- Fearn - $5.5M, Seed round led by Kindred Ventures with a16z speedrun, Designer Fund, and Essence Venture Capital. Fearn is building an AI-native patent platform that turns technical material into filing-ready patent drafts.
- Rivvun AI - $7.55M, Seed round led by Sitara Capital and 3one4 Capital. Rivvun AI connects to enterprise systems to interpret commercial obligations, find settlement gaps, and initiate transaction-level revenue recovery actions.
- Chatsee.ai - $6.5M, Seed round led by True Ventures with First Rays Venture Partners and Seven Hill Ventures. Chatsee.ai is building a failure intelligence layer for autonomous AI systems running in production.
- ShopAgentic - EUR 1.9M, Pre-seed round co-led by May Ventures and Greenfield Capital. ShopAgentic is building merchant-side infrastructure for agentic commerce, including product data, inventory visibility, pricing architecture, and transaction rails.
- paymove - EUR 2.12M, Seed round backed by Kogito Ventures and source-named investors. paymove is building QR-code payment infrastructure for offline commerce and future AI-agent payment execution.
- Duely - EUR 1.1M, Seed round led by ScaleFund and Golden Egg Check. Duely is building an AI-native legal services firm focused on data room preparation, legal due diligence, and transaction document review.
- Rotomate - EUR 2.1M, Pre-seed round led by Kvanted. Rotomate is building an AI reliability assistant that turns industrial machine data, maintenance records, and operating context into root-cause analysis and action recommendations.
- Zaro.ai - $5.1M, Pre-seed round led by Cherry Ventures. Zaro.ai is building a shared context layer where enterprise AI agents can write to and read from company context, decisions, workflows, and memory.
- InfoHawk - $2.25M, Pre-seed round led by Moonshots Capital. InfoHawk is building APIs to detect AI-driven scams, impersonation, copied brand assets, suspicious domains, and online deception networks.
- Record OS - $2M, Pre-seed round led by Episode 1 Ventures. Record OS is building AI-assisted self-assessment tax filing for the UK with automation plus qualified tax-professional review.
- Titan - $3M, Seed round led by Entropy Ventures. Titan is expanding a banking-native AI platform for regulated financial institutions that need governance, regulatory alignment, and explainability.
- Mesoware - $1.5M, Pre-seed round led by Pillar VC. Mesoware is building modular hardware and software for AI-powered robotic work cells that are easier for manufacturers to deploy.
- Orbital - $5M, Pre-seed round led by a16z speedrun. Orbital is building AI data centers in low Earth orbit to address terrestrial power, cooling, land, and permitting constraints.
- Granarium Technologies - Over EUR 1M, Pre-seed round led by BSV Ventures with Beamline Accelerator, FiBAN, EstBAN, and Latvian Business Angels Network. Granarium Technologies is commercializing renewable supercapacitors made from nanocellulose, biocarbon, and water for fast-response power storage.
- Companion.energy - EUR 7.8M, Seed round led by Realyze Ventures and Pi Labs with Asterion Ventures. Companion.energy is building real-time AI energy management software for large industrial and commercial energy users.
Series A
- Turnout - $35M, Series A round led by HighPost Capital. Turnout combines AI automation with licensed human advocates to help consumers navigate benefits, insurance, healthcare, education, and other bureaucratic systems.
- Mendo - EUR 12M, Series A round co-led by Ventech and Educapital with Tomcat Capital and OVNI Capital. Mendo helps enterprises deploy AI tools across large workforces by guiding employee use cases and giving leaders adoption analytics.
- Earlytrade - $25M total funding, including a Series A round co-led by S3 Ventures and Brick & Mortar Ventures. Earlytrade runs a construction payments marketplace and plans to add agentic AI to subcontractor payment workflows.
- SWARM Engineering - $10M, Series A round co-led by S2G Investments and AgRogue Growth Partners with Radicle Growth, Grit Road Partners, Middleland Capital, Open Prairie Ventures, Serra Ventures, and Trailhead Capital. SWARM Engineering builds decision intelligence for agrifood and manufacturing operations.
- Capsa AI - $18M, Series A round co-led by TX Ventures and Pivot Investment Partners with Bek Ventures, Antler, Outward VC, Cornerstone VC, and Paul Forster. Capsa AI is building an AI operating system for private capital.
- Jedify - $24M, Series A round led by Norwest with strategic investment from Snowflake and participation from S CAPITAL, Cerca Partners, and Oceans. Jedify builds live context graphs that connect structured and unstructured enterprise knowledge for AI agents.
- Poetic - $50M, Series A round led by Kleiner Perkins with Founders Fund, First Harmonic, and OpenAI. Poetic turns operator-described enterprise workflows into deterministic automation for complex processes with low tolerance for errors.
- Maneva - $27M, Series A round led by U.S. Venture Partners with Bling Capital and Freestyle Capital returning. Maneva turns existing factory cameras and NVIDIA edge devices into real-time manufacturing decisions for defects, downtime, and safety issues.
- THEKER Robotics - EUR 73M, Series A round led by CRV with Samsung Electronics, LVMH, Cathay Innovation, and 20VC among participants. THEKER Robotics is building generalist industrial robots that adapt to mixed SKUs, irregular shapes, and changing workflows.
- 01Health - $15M, Series A round led by Gresham House Ventures with follow-on participation from Balderton Capital, Eka Ventures, Wavemaker360, and angels. 01Health helps local clinics deliver specialist healthcare services with specialist oversight, clinical protocols, operational workflows, and AI-powered patient acquisition.
- Billables AI - About $10.2M, Series A round led by Avenue Growth Partners with Wing Venture Capital, SignalFire, and Alumni Ventures. Billables AI builds operational intelligence for law firms by turning attorney work activity into billing narratives, workflow insight, revenue forecasting, and AI governance data.
- Sandstone - $30M, Series A round led by Lightspeed. Sandstone is building AI workflow automation for in-house legal teams across intake, routing, drafting, review, and legal analysis.
- Arpio - $15M, Series A round co-led by S3 Ventures and Paladin Capital Group with Draper Associates, Valor VC, CreativeCo Capital, and Lookout Ventures. Arpio provides cloud-native disaster recovery automation for AWS and Microsoft Azure environments.
- Collate - $95M, Series A round led by Redpoint Ventures, First Round Capital, CRV, Conviction, and Y Combinator. Collate builds GxP-compliant AI software for regulated life-sciences workflows across pharmaceutical, biotech, and medical-device teams.
Series B
- PhoenixAI - $80M, Series B round led by Sky9 Capital with Atypical Ventures and Olive Technology Ventures. PhoenixAI, formerly CelerData, is building a real-time analytical database for autonomous AI agents that need governed access to live enterprise data.
- Prometheus - $12B, Series B round backed by Jeff Bezos, JPMorganChase, BlackRock, Goldman Sachs, DST Global, and ARCH Venture Partners. Prometheus is building industrial AI for the engineering loop between idea, prototype, pre-production process, and manufactured physical product.
- TensorWave - $350M, Series B round co-led by Magnetar and AMD. TensorWave is building an all-AMD cloud for AI training, fine-tuning, and inference.
- Coram AI - $35M, Series B round co-led by Ansa Capital and Battery Ventures with UP.Partners, 8VC, and Mosaic Ventures. Coram AI connects cameras, badge readers, visitor logs, and emergency systems to enable AI-native physical security investigations.
- Aveni - GBP 12M, Series B round led by PXN Ventures Scotland with Puma Growth Partners, Lloyds Banking Group, Nationwide, and Scottish Enterprise. Aveni is building AI assurance tools for financial services firms that need to monitor agent conduct, compliance, and consumer-duty standards.
Series C and beyond
- NEURA Robotics - Up to $1.4B, Series C round backed by Tether.io, Qualcomm, Amazon, NVIDIA, imec.xpand, Bosch, Schaeffler, European Investment Bank, Lingotto, and InterAlpen Partners. NEURA Robotics is scaling its Physical AI platform and Neuraverse ecosystem for cognitive robots in factories, logistics, healthcare, services, and homes.
- Cellares - $277M Series D total, with ARK Investment Management joining alongside BlackRock, Eclipse, T. Rowe Price, Baillie Gifford, Intuitive Ventures, EDBI, Gates Frontier, DFJ Growth, and others. Cellares is building automated Smart Factory infrastructure for cell therapy manufacturing.
- Beacon Software - $225M, Series C round led by General Catalyst and HarbourVest Partners. Beacon Software acquires mission-critical software and services businesses, then modernizes them with shared engineering, product, back-office, and AI infrastructure.
- Standard Bots - $200M, Series C round led by RoboStrategy alongside General Catalyst. Standard Bots builds AI-native industrial robot arms and humanoid robots that can be taught by demonstration rather than code.
Growth / Strategic / Other
- Flux - $5M, Funding round led by Calibrate Ventures with True Ventures and Glasswing Ventures. Flux is building code-first engineering intelligence for AI-accelerated software teams.
- Trustap - $10M, Funding round led by Aperture Capital with TX Ventures and existing investors. Trustap provides escrow-style transaction infrastructure and is launching Trustap Index for agentic commerce.
- Pogo - $32M raised to date, backed by Buckley Ventures, 20VC, Village Global, and others. Pogo launched an AI research platform powered by purchase-verified buyers from its opted-in consumer app network.
- NinjaOne - More than $400M, Growth funding from Wellington Management, Ontario Teachers' Pension Plan, Sequoia Capital, ICONIQ, and others. NinjaOne provides unified endpoint management and is investing in autonomous endpoint management, automated vulnerability remediation, and AI-assisted helpdesk features.
- Rylo - $85M, Growth funding backed by Canaan and General Catalyst. Rylo is expanding AI-powered communication tools for Deaf and hard-of-hearing users across captioning, transcription, text-to-speech, workplace accessibility, fraud detection, and sign language translation.
- Volteum - EUR 2.5M, Funding round led by Movens Capital with WakeUp Capital, Aidiom, Day One Capital, Techstars, and Nesprit. Volteum helps fleet operators manage diesel, petrol, hybrid, and electric vehicles through direct vehicle-manufacturer data connections and AI-supported reporting.
Robotics and AI News
- UK Government - New backing for open-source AI builders, data centre design challenge and robotics partnership - The UK announced more than GBP 500,000 in compute for open-source AI builders, a data center design challenge with RIBA, and a robotics partnership to clarify safe use of collaborative robots at work. UK Government
- Tech Xplore - Robots are closing in on human-like judgments, addressing a key challenge in physical AI - KAIST researchers introduced VOTP, a method for teaching physical AI systems human preference criteria from a small number of videos rather than thousands of manually evaluated actions. Tech Xplore
- The Robot Report - Burro introduces Grande 44 with proven outdoor autonomy built for heavy industry - Burro launched the Grande 44, a 44 hp autonomous platform for heavy industry that can tow 6,000 lb., carry 1,500 lb., and operate across indoor and outdoor environments without infrastructure modification. The Robot Report
- Engineering.com - RLWRLD teams with NVIDIA on robot dexterity benchmarks - RLWRLD and NVIDIA are working on DexBench, shared dexterous-manipulation training data formats, and Isaac Lab integration to give humanoid developers a reproducible way to evaluate industrial manipulation performance. Engineering.com
- The Robot Report - Robotics Summit panel explores the state of humanoid robot design - A Robotics Summit panel framed humanoid deployment around general-purpose behavior, safety standards, perception limits, production scale, and whether component costs can fall enough to support a $20,000 robot. The Robot Report
- TechRepublic - AI Data Centers Put Australia's Power Grid Under New Pressure - Australia's energy operator warned that fast-growing AI data center loads could create grid stability risks, making power planning a core constraint for cloud capacity, AI infrastructure, and APAC data center investment. TechRepublic
- The Parliament - Why the EU rewrote its landmark AI law - EU AI Act revisions delayed high-risk AI obligations, carved out some industrial applications, and left general-purpose model rules on track, exposing Brussels' tension between competitiveness, lobbying pressure, and regulatory capacity. The Parliament