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DEEP.FINE Raises $6.6M Series B to Scale Industrial AI Agent Platform Across Logistics, Manufacturing and Defense

# DEEP.FINE Raises $6.6M Series B to Scale Industrial AI Agent Platform Across Logistics, Manufacturing and Defense 8/18/2026 [![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/set6/facebook.svg)](https://www.facebook.com/sharer.php?u=https%3A%2F%2Fen.wowtale.net%2F2026%2F08%2F18%2F234762%2F)[![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/set6/twitter.svg)](https://twitter.com/share?url=https%3A%2F%2Fen.wowtale.net%2F2026%2F08%2F18%2F234762%2F&text=DEEP.FINE+Raises+%246.6M+Series+B+to+Scale+Industrial+AI+Agent+Platform+Across+Logistics%2C+Manufacturing+and+Defense)![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/set6/kakaotalk.svg)[![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/set6/line.svg)](https://line.me/R/msg/text/?DEEP.FINE%20Raises%20$6.6M%20Series%20B%20to%20Scale%20Industrial%20AI%20Agent%20Platform%20Across%20Logistics,%20Manufacturing%20and%20Defense%0D%0Ahttps://en.wowtale.net/2026/08/18/234762/)[![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/set6/band.svg)](https://www.band.us/plugin/share?body=DEEP.FINE+Raises+%246.6M+Series+B+to+Scale+Industrial+AI+Agent+Platform+Across+Logistics%2C+Manufacturing+and+Defense%20|%20https%3A%2F%2Fen.wowtale.net%2F2026%2F08%2F18%2F234762%2F)[![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/set6/mail.svg)](mailto:?subject=DEEP.FINE%20Raises%20$6.6M%20Series%20B%20to%20Scale%20Industrial%20AI%20Agent%20Platform%20Across%20Logistics,%20Manufacturing%20and%20Defense&body=https%3A%2F%2Fen.wowtale.net%2F2026%2F08%2F18%2F234762%2F%0D%0A%0D%0A--%20Sent%20via%20PAVO%20SocialSharing)[![](https://cdn.wowtale.net/wp-content/plugins/pavo-social-sharing/components/social-sharing/assets/icons/

En 1 week, 1 day ago

Relay shuts down as founder Jacob Bank returns to Google to lead Chrome AI

# Relay shuts down as founder Jacob Bank returns to Google to lead Chrome AI ## Chrome changes the math [AI automation startup Relay shuts down permanently](https://startupfortune.com/tag/ai-automation-startup-relay-shuts-down-permanently/) [Chrome AI agent strategy](https://startupfortune.com/tag/chrome-ai-agent-strategy/) [founder Jacob Bank returns to Google Chrome](https://startupfortune.com/tag/founder-jacob-bank-returns-to-google-chrome/) [Google Chrome](https://startupfortune.com/tag/google-chrome/) [Jacob Bank](https://startupfortune.com/tag/jacob-bank/) [Relay](https://startupfortune.com/tag/relay/) [Relay app shutdown 2026](https://startupfortune.com/tag/relay-app-shutdown-2026/) [Zapier AI competitor](https://startupfortune.com/tag/zapier-ai-competitor/)

Startupfortune 1 week, 1 day ago

AI inference is getting cheaper, but your agents are getting more expensive

# AI inference is getting cheaper, but your agents are getting more expensive ## ‘Swarms’ of agents eating up tokens Agents can also more quickly identify patterns across [siloed systems](https://www.cio.com/article/4208824/ai-agents-are-turning-data-silos-into-an-existential-infrastructure-problem.html). Advanced AI agents that can reason already cost up to 150x more on a single task than basic AI chatbots. “They need to talk to other agents.” ## More from this author - [news\ **Cloudflare wants to provide the operating system for the AI-first enterprise** \ Aug 6, 2026 8 mins](https://www.computerworld.com/article/4206390/cloudflare-wants-to-provide-the-operating-system-for-the-ai-first-enterprise-2.html) - [news\ **AI agents get better at IT ops, but only with humans in the loop** \ Aug 4, 2026 6 mins](https://www.computerworld.com/article/4205062/ai-agents-get-better-at-it-ops-but-only-with-humans-in-the-loop.html) - [news\ **Microsoft doubles down on multi-model AI as it builds a Copilot super app** \ Jul 30, 2026 6 mins](https://www.computerworld.com/article/4203702/microsoft-doubles-down-on-multi-model-ai-as-it-builds-a-copilot-super-app-3.html) - [news\ **Hackers are compromising hotel Wi-Fi gateways to hijack Microsoft 365 accounts** \ Jul 27, 2026 6 mins](https://www.computerworld.com/article/4202088/hackers-are-compromising-hotel-wi-fi-gateways-to-hijack-microsoft-365-accounts-2.html) - [news\ **Monday.com cuts 20% of its workforce to restructure for the AI era** \ Jul 22, 2026 7 mins](https://www.computerworld.com/article/4200349/monday-com-cuts-20-of-its-workforce-to-restructure-for-the-ai-era-2.html) - [news\ **The EU’s AI transparency deadline is weeks away. Is your enterprise ready?** \ Jul 20, 2026 8 mins](https://www.computerworld.com/article/4199141/the-eus-ai-transparency-deadline-is-weeks-away-is-your-enterprise-ready-2.html) - [news\ **Did AI decide who lost their jobs? Meta is heading to court over that question** \ Jul 15, 2026 7 mins](htt

Computerworld 1 week, 1 day ago

AI Agents Are Following Banks' Shadow IT Playbook

[![AI Agents Are Following Banks' Shadow IT Playbook](https://www.bankingexchange.com/modules/mod_news_pro_gk4/cache/k2.items.cache.bcb78eef222192c29bd2a6a6544cdbb2_Lnsp_175.jpg)](https://www.bankingexchange.com/news-feed/item/10670-ai-agents-are-following-banks-shadow-it-playbook?Itemid=637) #### [AI Agents Are Following Banks' Shadow IT…](https://www.bankingexchange.com/news-feed/item/10670-ai-agents-are-following-banks-shadow-it-playbook?Itemid=637) [![Bank of America commits $250bn to US infrastructure](https://www.bankingexchange.com/modules/mod_news_pro_gk4/cache/k2.items.cache.4fee0ec6ad61d4301c26bb2a4ce884b7_Lnsp_175.jpg)](https://www.bankingexchange.com/news-feed/item/10669-bank-of-america-commits-250bn-to-us-infrastructure?Itemid=637) #### [Deutsche Bank Supports $50m Climate Fund…](https://www.bankingexchange.com/news-feed/item/10659-deutsche-bank-supports-50m-climate-fund-for-southeast-asian-agriculture?Itemid=894) [![Bank of England Warns AI Agents Could Need New Rules](https://www.bankingexchange.com/modules/mod_news_pro_gk4/cache/k2.items.cache.6b4ac91c815585eb1a294934849c5e75_Lnsp_175.jpg)](https://www.bankingexchange.com/news-feed/item/10658-bank-of-england-warns-ai-agents-could-need-new-rules?Itemid=256) #### [Bank of England Warns AI Agents Could Ne…](https://www.bankingexchange.com/news-feed/item/10658-bank-of-england-warns-ai-agents-could-need-new-rules?Itemid=256) PrevNext [Menu](https://www.bankingexchange.com/news-feed/item/10670-ai-agents-are-following-banks-shadow-it-playbook#) - [AI](https://www.bankingexchange.com/ai) - [Spotlight](https://www.bankingexchange.com/spotlight) Banks have been through this before. A team found a useful tool, deployed it quickly, and IT did not know about it until an audit or an incident forced the conversation. The pattern repeated across hundreds of institutions before most of them built the structures to manage it. AI agents are following the same playbook. A team can deploy an agent in hours and da

Bankingexchange 1 week, 1 day ago

Wiz’s AI Agent Finds A Vulnerability In Snowflake’s Internal Systems

# Wiz’s AI Agent Finds A Vulnerability In Snowflake’s Internal Systems ## Summary Cloud security provider Wiz's AI, Red Agent, autonomously discovered and exploited a GitHub Actions vulnerability in Snowflake's public repository. Wiz's AI agent discovers a vulnerability in Snowflake's internal systems. Today, cloud security provider Wiz published a research [blog](https://www.wiz.io/blog/red-agent-snowflake-copilot-cicd-bug) claiming that Wiz Red Agent had autonomously discovered and exploited a GitHub Actions vulnerability in one of Snowflake’s public repositories. During the incident, the Wiz Red Agent used a script injection vulnerability in snowflakedb/snowflake-connector-net, which would allow an unauthenticated user to execute arbitrary commands within a GitHub actions runner by opening a GitHub issue with a specially crafted title. ## The Dangers Of AI-Assisted Development Most notably, in July, OpenAI released a [blog post](https://www.forbes.com/sites/timkeary/2026/07/23/openais-hugging-face-breach-shows-frontier-ai-guardrails-are-failing/) claiming that GPT-5.6 Sol and a prerelease model had breached Hugging Face’s internal systems. The same month, Anthropic released its own [post](https://www.anthropic.com/news/investigating-incidents-cybersecurity-evals) saying Claude had breached three organizations. ### [Apple iPhone 18 Pro Release Date: Discounted Day Re-Enters The September Schedule](http://www.forbes.com/sites/davidphelan/2026/08/17/apple-iphone-18-pro-release-date-discounted-day-re-enters-the-september-schedule/) At the same time, Wiz demonstrates how defensive practices are evolving, with Red Agent becoming [generally available](https://www.wiz.io/blog/wiz-red-agent-is-ga) in July, now supporting 40% of its customers and scanning millions of assets every month. The Prompt: Get the week’s biggest AI news on the buzziest companies and boldest breakthroughs, in your inbox. Gal Nagli, head of Offensive Security at Wiz, told me in a video interv

Forbes 1 week, 1 day ago

Context Engineering: The Key to Better AI Agents

- [News](https://www.startuphub.ai/news) # Context Engineering: The Key to Better AI Agents ### Related startups [![](https://cdn.startuphub.ai/storage/v1/object/public/entity-images/logos/23383da1-8f51-4c3f-89f5-1e44e180dedd-square.png)\ \ **Supertrace AI** \ \ AI-powered network engineering platform for automating network operations and troubleshooting.\ \ AI Tools & Apps\ \ MLOps & DevInfra\ \ $5M](https://www.startuphub.ai/startups/supertrace-ai) [Visit website](https://supertrace.ai/) [![](https://cdn.startuphub.ai/storage/v1/object/public/entity-images/logos/eb6a7217-c8c2-4724-8bc9-22075f1c3e59-square.webp)\ \ **Pinecone** \ \ Managed vector database for building scalable, reliable, and accurate AI applications and search.\ \ AI Infrastructure\ \ API Platform\ \ $138M](https://www.startuphub.ai/startups/pinecone) [Visit website](https://www.pinecone.io/) [![](https://cdn.startuphub.ai/storage/v1/object/public/entity-images/logos/64a58b4d-1748-4f4a-b79d-cc783534254a-square.webp)\ \ **Context.ai** \ \ Enterprise platform for building and deploying specialized AI agents and RAG applications.\ \ AI Agent\ \ Retrieval Augmented Generation\ \ $18M](https://www.startuphub.ai/startups/context-ai) [Visit website](https://context.ai/) [![](https://cdn.startuphub.ai/storage/v1/object/public/entity-images/logos/4421cb82-8437-486c-9384-2204d9428da6-square.webp)\ \ **LlamaIndex Inc.** \ \ Company\ \ Foundation Model\ \ Retrieval Augmented Generation](https://www.startuphub.ai/startups/llamaindex-inc) [Visit website](https://www.llamaindex.ai/) [![](https://www.startuphub.ai/i/c/MTA2MDYyMy9iYW5uZXItbGVnYWN5LTAtMTc4NTM1OTI3ODUxMS53ZWJw)\ \ **Nectar AI** \ \ AI Girlfriend Creator\ \ Partner](https://www.startuphub.ai/dh50oko9/JTdCJTIyYSUyMiUzQSUyMjEwNjA2MjMlMjIlMkMlMjJ1JTIyJTNBJTIyaHR0cHMlM0ElMkYlMkZ0cnluZWN0YXIuYWklMkYlM0ZfZWZfdHJhbnNhY3Rpb25faWQlM0QlMjZ1dG1fY2FtcGFpZ24lM0QlMjZ1dG1fc291cmNlJTNEYWZmaWxpYXRlJTI2dXRtX21lZGl1bSUzRHJlZmVycmFsJTI2b2lkJTNENSUyNmFmZmlkJTNEMjAxJT

Startuphub 1 week, 1 day ago

AI Agents Can Move Money, But They Can’t Pay for Their Mistakes

# AI Agents Can Move Money, But They Can’t Pay for Their Mistakes [Share on Facebook](https://www.facebook.com/sharer.php?u=https://www.pymnts.com/news/artificial-intelligence/2026/ai-agents-can-move-money-but-they-cant-pay-for-their-mistakes/&t=AI+Agents+Can+Move+Money%2C+But+They+Can%E2%80%99t+Pay+for+Their+Mistakes)[Tweet This Post](https://twitter.com/share?text=AI+Agents+Can+Move+Money%2C+But+They+Can%E2%80%99t+Pay+for+Their+Mistakes%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20-&url=https://www.pymnts.com/news/artificial-intelligence/2026/ai-agents-can-move-money-but-they-cant-pay-for-their-mistakes/)[Share on LinkedIn](https://www.linkedin.com/shareArticle?mini=true&url=https://www.pymnts.com/news/artificial-intelligence/2026/ai-agents-can-move-money-but-they-cant-pay-for-their-mistakes/&title=AI+Agents+Can+Move+Money%2C+But+They+Can%E2%80%99t+Pay+for+Their+Mistakes&summary=&source=)[Share via Email](mailto:?subject=AI%20Agents%20Can%20Move%20Money,%20But%20They%20Can%E2%80%99t%20Pay%20for%20Their%20Mistakes&BODY=I%20found%20this%20article%20interesting%20and%20want%20to%20share%20it%20with%20you.%20Check%20it%20out:%20https://www.pymnts.com/news/artificial-intelligence/2026/ai-agents-can-move-money-but-they-cant-pay-for-their-mistakes/) | Listen to ArticleListenPause ## Get the Full Story #### Recommended [![](https://www.pymnts.com/wp-content/uploads/2024/01/legal-AI.jpg?w=258)\ \ AI Agents Can Move Money, But They Can’t Pay for Their Mistakes](https://www.pymnts.com/news/artificial-intelligence/2026/ai-agents-can-move-money-but-they-cant-pay-for-their-mistakes/) [![Datavault-AI](https://www.pymnts.com/wp-content/uploads/2026/08/Datavault-AI.png?w=258)\ \ Datavault AI Plans $94.5 Million CyberCatch Buy to Shield Organizations Against AI Attacks](https://www.pymnts.com/news/artificial-intelligence/2026/datavault-ai-plans-94-million-dollar-cybercatch-buy-shield-organizations-against-ai-attacks/) [![](https://www.pymnts.com/wp-cont

Pymnts 1 week, 1 day ago

SpaceXAI Launches Grok Bot for Autonomous AI Agents

## InfoQ Software Architects' Newsletter [InfoQ Homepage](https://www.infoq.com/)[News](https://www.infoq.com/news)SpaceXAI Launches Grok Bot for Autonomous AI Agents # SpaceXAI Launches Grok Bot for Autonomous AI Agents Aug 17, 2026

Infoq 1 week, 1 day ago

An AI broke Snowflake's code. Then another AI agent exploited it

# An AI failed to detect a bug in Snowflake's code. Then another AI agent exploited it Don't worry, this one was via a bug bounty program [1](https://forums.theregister.com/forum/all/2026/08/17/202615/) PublishedMon 17 Aug 2026 // 16:36 UTC An AI broke Snowflake’s code; then another AI, an attack agent, autonomously found the bug, exploited it, and extracted credentials without human intervention. REG AD Luckily, this wasn’t [yet another](https://www.theregister.com/security/2026/08/06/openai-reveals-its-rogue-agent-swarm-went-a-little-bit-borg-ahead-of-hugging-face-hack/5283741) [case](https://www.theregister.com/ai-and-ml/2026/08/10/gym-rat-asks-ai-agent-to-book-him-a-class-it-hacks-a-waitlist-api-to-bump-him-up-the-list/5285591) of [rogue AI agents](https://www.theregister.com/security/2026/07/31/anthropic-and-openai-are-competing-to-see-whose-agents-can-go-rogue-harder/5281797) [doing evil things](https://www.theregister.com/security/2026/08/14/autonomous-ai-attacks-pose-clear-and-present-danger-to-critical-infrastructure/5287594). It was a sanctioned bug hunt, conducted through Snowflake’s HackerOne vulnerability disclosure program, and Snowflake fixed the flaw the same day Wiz reported it and rotated the affected credentials the following day. REG AD Wiz’s [red agent](https://www.theregister.com/security/2026/04/22/google-unleashes-even-more-ai-security-agents-to-fight-crims/5221298), an AI-powered autonomous attacker designed for offensive security, found the GitHub Actions workflow flaw during a routine scan of public repositories on June 23. And it turned out an AI had inadvertently injected the bug into the code five days earlier. GitHub Copilot Autofix, an AI coding assistant, [co-authored the commit](https://github.com/snowflakedb/snowflake-connector-net/pull/1218) on June 18, and that commit introduced a script injection bug in run: blocks by removing the repository’s existing sanitized input pattern and replacing it with direct string expansio

Theregister 1 week, 1 day ago

AI agents coordinate behavior based on majority opinion—even when said opinions are meaningless

- [Tweet](https://phys.org/news/2026-08-ai-agents-behavior-based-majority.html#) - [Share](https://phys.org/news/2026-08-ai-agents-behavior-based-majority.html#) - [Save as pdf file](https://phys.org/news/2026-08-ai-agents-behavior-based-majority.pdf) # AI agents coordinate behavior based on majority opinion—even when said opinions are meaningless ## More news stories ### [AI agents coordinate behavior based on majority opinion—even when said opinions are meaningless](https://phys.org/news/2026-08-ai-agents-behavior-based-majority.html) A new study published in Science Advances takes a closer look at how AI agents' choices are influenced by their peers. The team found that more advanced models tend to follow the majority when shown other agents' choices, ... 31 minutes ago 0 0 [![](https://scx1.b-cdn.net/csz/news/175u/2026/cats-eyes.jpg)](https://phys.org/news/2026-08-elements-clues-mysterious-black-eye.html) ### [Mega-Earth GJ 523b is 23 times as massive as our planet—but only 2.5 times as wide](https://phys.org/news/2026-08-mega-earth-gj-523b-massive.html) It's nearly 170 million years old. It's more than 2.5 times the size of Earth. And it's the first exoplanet discovered and cataloged by researchers with the Wisconsin Center for Origins Research (WiCOR). Astronomy 31 minutes ago 0 0 [![](https://scx1.b-cdn.net/csz/news/175u/2026/tiktok-video-leads-to.jpg)](https://phys.org/news/2026-08-tiktok-video-discovery-rare-underground.html) ### [Turtle travels: Researchers uncover different migration strategies among male green sea turtles](https://phys.org/news/2026-08-turtle-uncover-migration-strategies-male.html) Florida State University researchers studying male green sea turtles off the coast of Brazil have discovered two distinct migration strategies, with some turtles traveling up to 1,000 kilometers (620 miles) after breeding ... Plants & Animals 2 hours ago 0 0 [![](https://scx1.b-cdn.net/csz/news/175u/2026/two-eyeless-shrimp-lik.jpg)](https://ph

Phys 1 week, 1 day ago

As enterprises confront AI agent sprawl, xpander wants them to own their own control and context layer

## **What 'governance' means in practice** “It happened overnight that the shift from, ‘Here is the chatbot that helps me write an email,’ became, ‘It is an AI agent that can control my machine and perform API calls,’” Twizer said. ## More The headline numbers are striking: Writer says its agent product now operates at an average 52% lower cost, with a 48% improvement in speed and a 10% improvement in quality when paired with Palmyra X6.

Venturebeat 1 week, 1 day ago

Xpander Raises $7.5M in Seed Funding

Xpander, a San Francisco, CA-based provider of a turnkey, vendor-neutral, all-in-one AI enablement platform, raised $7.5M in Seed funding.

Google 1 week, 1 day ago

Xpander raises $7.5 million Seed to close the gap between AI pilots and enterprise deployment

# Xpander raises $7.5 million Seed to close the gap between AI pilots and enterprise deployment ## The startup founded by former AWS engineers is building infrastructure designed to let companies deploy AI agents across different models, clouds and workflows. CTech 16:02, 17.08.26 ![Project logo](https://cdn.whtvr.io/icons/proj_ab3f6615-bb8d-40f2-9cbb-fa429b187259.jpg) Askmeanyquestion Click to listen [Powered bywhtvr.ai](https://www.whtvr.ai/?utm_source=watermark&utm_campaign=google.com) Xpander, a startup developing infrastructure for enterprise AI agents, has raised $7.5 million in a Seed round led by Pico Venture Partners, with participation from Emerge Ventures, Samsung Next and SeedIL. [Full list of Israeli high-tech funding rounds in 2026](https://www.calcalistech.com/ctechnews/article/rq8lzbs4c) Founded in 2024 by former AWS engineers David Twizer, Moriel Pahima and Ran Sheinberg, Xpander is targeting one of the more persistent problems in corporate AI adoption. While companies are increasingly experimenting with AI, relatively few have managed to integrate it deeply into their operations. 1 View gallery ![Xpander founders](https://pic1.calcalist.co.il/picserver3/crop_images/2026/08/17/SJ7jVYeDzl/SJ7jVYeDzl_1_465_2047_1152_0_x-large.jpg)![Xpander founders](https://pic1.calcalist.co.il/picserver3/crop_images/2026/08/17/SJ7jVYeDzl/SJ7jVYeDzl_1_465_2047_1152_0_x-large.jpg) Xpander founders. (Xpander) Xpander's platform is designed to allow companies to build, deploy and manage AI agents across different AI models, cloud providers and development frameworks without having to restructure their existing infrastructure. The company is also introducing Omni, an enterprise AI agent that it describes as an agentic Forward Deployed Engineer. Omni scored 90.9% on the GAIA benchmark, according to Xpander. CTECH Newsletter - ![](https://z.calcalist.co.il/mvc/long/2019/CtechNewsletter/Content/resources/images/icon-01.svg)

Calcalistech 1 week, 1 day ago
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