Happy Friday! Before you head into the weekend, catch up on the AI news shaping how businesses build, sell and work. This week brings fresh funding, new tools and opportunities worth a closer look.
Here's what's captivating our attention this week:
- AI startup funding: Snorkel AI, Brahma AI and Outerlimit raise $516M combined.
- New AI tools: a spotlight on Meta’s Muse, a personal AI agent; Claude Marketplace; and Phave’s marketing platform.
- AI jobs: Two sales openings at Granola in San Francisco.
- Company moves: Acquisitions and partnerships involving Cognex, Lovable and Databricks.
Dive into the stories below, and have a wonderful weekend!
Raised
Snorkel AI : $350M Series E
Snorkel raised $350 million in a Series E round led by Insight and S32. It makes the training data and testing environments that help developers improve advanced AI models.
Why it matters: Better AI needs better examples to learn from. The companies supplying those examples are attracting investment.
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Brahma AI : $150M equity financing
Brahma AI raised $150 million by selling preferred shares, including $100 million from Multiples. Its tools help businesses manage content and create video, digital characters and voices in different languages. It also plans to expand in Silicon Valley.
Why it matters: Look for a clear use: helping a business adapt its videos for customers in another language.
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Outerlimit : $16M for agent security
Outerlimit announced $16 million in early funding from AlbionVC, Evolution Equity Partners and Crane Venture Partners. It is building tools to check who an AI agent is and what it is allowed to do before it uses another tool.
Why it matters: If an agent can access your business systems, ask what stops it from taking an action you did not approve.
Read the sourceLaunched
Meta Muse : A personal AI agent
Meta’s Muse is a personal AI agent designed to help with everyday tasks and longer-term goals. Meta says it can use a browser, fill out forms and work across connected apps. People choose which apps it can access, and it asks for approval before actions such as sending an email or making a purchase.
Why it matters: Start with one task you repeat often. Decide what the agent can access and which actions need your approval.
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Claude Marketplace : A route to customers
Anthropic brought tools, AI agents, products and service partners into one marketplace. It lists more than 2,000 plugins and connectors, which help Claude work with other software. Software companies and service providers can apply to join.
Why it matters: For a business selling AI tools, reaching customers where they already work can be as useful as adding a new feature.
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Phave : Marketing automation, rebuilt
Former Marketo leaders Jon Miller and Nick Bonfiglio announced Phave, an AI marketing platform. The company says it chooses when and how to contact each prospect, within rules set by the marketing team. The product became generally available in August; this week was its public announcement.
Why it matters: Before letting AI contact customers, check how you can review its decisions and change the rules.
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Lovable : A daily free chat allowance
Lovable added a daily free chat allowance for Free, Pro and Business workspaces. Creating images or videos, or sending work to Plan or Build, still uses credits. This chat pricing runs through October 31, 2026.
Why it matters: Check which steps are free and which use credits before starting a project.
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Google Antigravity : Run AI on your own computer
Google added support for running AI models on a local computer to its Antigravity developer tools. Developers can run agents offline or combine local work with cloud services. For its example setup, Google recommends more than 24GB of graphics or shared memory.
Why it matters: Running AI on your own computer has hardware costs. Compare those costs and the quality of the results with a cloud service.
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Google Colab : More computing power in Google AI plans
Google announced new Colab benefits for Google AI subscribers, including priority access to faster computing hardware. Ultra users also get premium graphics processors and jobs that keep running in the background. Benefits are rolling out over the following weeks in supported countries. Existing Colab subscriptions stay the same.
Why it matters: Check what your current plan includes before paying for more computing power. The new benefits may not have reached your account yet.
Read the sourceHiring
Granola : Account Executive · Mid Market
Granola is hiring a salesperson for its AI meeting-notes and team-workspace product. The role covers finding customer needs, closing deals, and helping buyers through purchasing and security checks.
Role note: Listed as open in the employer’s job feed on September 24. It may have been posted earlier.
View employer listing
Granola : Account Executive · High Velocity
Granola is hiring a salesperson to turn product interest into paid accounts, close deals quickly and test sales messages. The role asks for one to three years of experience closing sales.
Role note: Listed as open in the employer’s job feed on September 24. It may have been posted earlier.
View employer listingMoved
Cognex + RealSense : An agreement, not a closed deal
Cognex agreed to buy RealSense for about $500 million in cash. RealSense makes depth cameras and technology that helps robots understand their surroundings. The deal is expected to close in the final quarter of 2026, subject to closing conditions.
Why it matters: Robots need to understand what is around them. Cameras and sensing technology matter alongside the AI software.
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Lovable + Sutro : Making software easier to understand
Lovable announced it is buying Sutro. Founder Tomas Halgas and three engineers are joining the company. They bring tools designed to make software rules and behavior easier to understand. The price was not disclosed.
Why it matters: Building an app is one step. Knowing what it will do, and why, helps people trust it.
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Stockdale + Zinq AI : Real estate workflows get connected
Stockdale announced an investment and partnership with Zinq AI. The goal is to connect real estate investing, managing real estate investments, reporting and office tasks. The investment amount was not disclosed. The webpage is dated September 21; the announcement says September 22.
Why it matters: Can teams use the same information without typing it into several systems? That is a useful question when choosing business software.
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Evalueserve + Databricks : Preparing business data for AI
Evalueserve and Databricks announced a partnership to help businesses prepare and use their data for AI. Their first tools cover private lending research, data-quality checks and planning how data is stored.
Why it matters: AI is more useful when the information behind it is accurate and easy to trace. Cleaning up company data may be an early step.
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