Funding & M&A

AITypeSafe AI, parent of the decision-only model Jev, raised $870 million in a Series A at a $7.5 billion post-money valuation, according to the company. The model handles judgment tasks rather than chat or code, and reportedly processes over one trillion tokens a day, mostly from automated backend calls. The company also says about a third of Fortune 500 companies use or have access to it.

Why it matters: The piece traces how a decision-only model went from stealth to a $7.5 billion valuation in 24 days, showing how backend automation drives adoption.

AIGeekPark reports that Krinwave, a Shenzhen company, has completed a new 400 million yuan round with XVC and Sequoia China as new investors. The company says its low-frequency ultrasound captures brain structures through the skull, which conventional high-frequency devices cannot, and it aims to supply hardware and its kOS software platform to brain-computer interface and NeuroAI groups.

AIThreatBook says it has acquired CyberStrikeAI, an open-source AI pentesting agent. It says the tool will stay open source with added guardrails, while new capability enhancements go into its commercial edition. The post also says an earlier threat intelligence report wrongly linked the developer, a security engineer at Alipay, to national agencies.

AIGallatin AI has raised $50 million in a Series A round led by contributors including 8VC and Silent Ventures, following a $15 million seed round in 2024. The El Segundo company says its Navigator platform, used by the U.S. Army and Air Force, uses AI to forecast when military supplies will run out. The funding will go toward enhancing Navigator's AI capabilities and hiring more engineers.

AIZach Yadegari, co-founder of Cal AI, has launched Persona, a personal AI agent startup that raised $10 million led by Vine Ventures. Persona is a free beta used through iMessage, and its $179 wearable band is expected to ship in December. The company says its model runs in the cloud, user data is encrypted, and purchases require user approval, though its business model relies on ads.

AIHone launches Engines, which it describes as AI that owns business outcomes rather than answering questions or completing tasks. The company says it raised a $60M seed round led by Benchmark and Index, with participation from Elad Gil and others. Hone says customers have used Engines for procurement savings, funnel optimization, credit risk management, pipeline growth, and account management.

AISafeWorld emerged from stealth this week with $12.2 million in seed funding to offer simulation software for testing AI-powered robots. Its platform runs robots through thousands of variations of rare or dangerous scenarios with reactive human motion, and teams can rerun tests with each software update. The company says it has about half a dozen customers, mostly publicly traded companies, in industrial, manufacturing, logistics, construction and some home use cases.

AIManus, the creator of the Manus AI agent, announced it raised more than $500 million, led by Boyu Capital with participation from Tencent. Bloomberg had reported a $4 billion valuation, about double Meta's reported offer last December, which was scrapped in April after Chinese regulators blocked it. The funding follows the Manus 2.0 update, which the company says cuts token use by 23.2% on some tasks and speeds processing by more than 28%.

Why it matters: The source ties the $500M+ round to the failed Meta acquisition and Manus 2.0's new features, giving context on the company's standalone path.

AIAugment Code says it has agreed to sell Cosmos, Auggie CLI, the Code Context Engine and related technology to Harness. The team behind these products is moving to Harness to keep developing them. Augment says Harness's integrated platform delivers these capabilities to customers more effectively than building them independently.

Why it matters: The post shows what Augment Code is selling and why, which matters for teams tracking consolidation among AI coding tools.

AISchneider Electric will acquire industrial design and data management firm PTC Inc. for about $22.6 billion, aiming to connect product design with operations through a digital thread. Interact Analysis says the deal could narrow Schneider's portfolio gap with Siemens, but integration with AVEVA and Cognite and the 42.3% premium weighed on Schneider's shares after the announcement.

Why it matters: The piece links the deal to Schneider's portfolio gap against Siemens, and its integration and price-risk analysis explains why investors reacted negatively.

AIa16z announces its investment in Preference Model, a team building reinforcement learning environments for leading AI labs, focused on AI research and ML engineering tasks. The team is open-sourcing Karotte, a framework used in production to build those environments, with defenses such as killing stray processes before grading and rejecting files designed to crash the grader. The post says Karotte has been hardened through more than a million evaluation runs and controlled red-teaming.

AINous Research, developer of the open source Hermes Agent, raised a $90 million Series B at a $1.5 billion valuation led by Robot Ventures. The capital will fund its enterprise push with Hermes for Businesses, which lets companies deploy customized AI agents for multi-step workflows while keeping data private. The article reports about $36 million in annualized revenue by mid-September 2026, citing The Wall Street Journal.

Why it matters: The source ties the funding round to a planned shift from open source developers toward paid enterprise agent deployments, which shows how the business model may change.

AIAndreessen Horowitz (a16z) says it led General Medicine's $120M Series B round. General Medicine aims to combine patient history, clinical guidance, transparent pricing, and access to care in one experience, with a catalog of over 2,900 products and services. The company also plans to offer the same infrastructure to health systems, payors, and pharmacies.

AIVariety reports that AI Studio Authors First is backed by $10 million and pledges to help writers faithfully adapt their books. The post links to the full Variety article, which contains further details.

AIAccording to multiple people familiar with the matter, Benchmark has won the lead in a new funding round for Tendrils Compute, an early-stage chip startup. Sources say the company is discussing a follow-up raise that could value it above $1 billion. The article places the deal in a broader wave of VC investment in AI inference chips, citing Etched, OLIX, and Cerebras.

AIFlow has raised a $50M Series B at a $750M valuation, co-led by Valor and Atreides with Sequoia Capital participating. Investor swyx says Flow is becoming the default requirements and verification platform for frontier hardware teams, including Anduril, Joby, Stoke Space, and Rivian, and that AI agents will move from integrating hardware work to doing it within the next year.