内容来源：https://aibusiness.com/data-management/invisible-technologies-secures-100m-ai-training-platform

内容总结：

旧金山AI初创公司Invisible Technologies近日宣布完成1亿美元新一轮融资，使其总融资额达到1.44亿美元。据悉该公司当前估值已达20亿美元，被《Inc.》杂志评为2024年全美增长第二快的AI企业。

本轮融资由TPG分拆成立的新投资机构Vanara Capital领投，多家知名风投机构跟投。该公司开发的AI软件平台通过五大模块化组件，帮助企业整合杂乱数据、构建数字工作流并部署智能解决方案。其核心差异化优势在于"专家市场"模块，可为客户提供领域专家的人工反馈训练机制。

公司CEO表示，当前多数企业仍面临AI模型落地难和投资回报量化难题，而他们的平台能通过数据治理和智能工作流实现实际效益。新资金将用于平台研发拓展，并吸引更多高端客户加入现有包括AWS、微软在内的客户阵营。

（谷歌云赞助发布）生成式AI应用建议：初涉该领域时应优先关注能提升信息交互体验的应用场景。

中文翻译：

由谷歌云赞助
如何选择首个生成式AI应用场景
开启生成式AI之旅时，应首先关注能优化人类信息交互体验的领域。

Invisible Technologies获1亿美元融资
助力企业整合数据与构建智能工作流的AI平台

旧金山初创企业Invisible Technologies宣布完成1亿美元新一轮融资。这家专注于AI训练数据的软件平台迄今融资总额已达1.44亿美元。据报告显示，该公司当前估值达20亿美元，位列《Inc. 5000》2024年度增长最快AI企业第二名，评语称其"通过融合AI与自动化技术，正在重塑企业的构建与运营模式"。

本轮融资由上月从TPG分拆的新锐投资机构Vanara Capital领投，跟投方包括Princeville Capital、HOF Capital、Acrew Capital、Greycroft及Deepwater Asset Management。

"Invisible正在改变企业困境——尽管AI热度高涨，多数企业仍难以将模型投入生产并量化投资回报，"首席执行官Matthew Fitzpatrick在公告中表示，"我们的软件平台与专家市场结合，可帮助企业整理、清洗、标注和映射数据，从而构建能产生实际影响的智能工作流。"

该平台包含五大模块化组件：Neuron、Atomic、Synapse、Axon和专家市场，分别承担结构化混乱数据、构建数字工作流、评估影响效果、部署智能解决方案及提供人类反馈等功能。其中专家市场作为差异化优势，提供高质量人类专家资源及基于人类反馈的强化学习（RLHF）。

大型语言模型开发客户可获得领域专家的定制训练数据与标注服务。RLHF机制在模型训练完成后启动，由专家对AI响应进行评级以持续优化系统。

新资金将用于深化AI软件平台开发，并基于2024年1.34亿美元营收规模拓展包括AWS、微软和Cohere在内的头部客户群。

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英文来源：

Sponsored by Google Cloud
Choosing Your First Generative AI Use Cases
To get started with generative AI, first focus on areas that can improve human experiences with information.
Invisible Technologies raises $100 million for its AI platform that helps enterprises organize data and build agentic workflows.
San Francisco-based startup Invisible Technologies has announced a new funding round of $100 million.
The company, which provides an AI software platform and focuses on AI training data, has now raised a total of $144 million.
According to one report, the company is now valued at $2 billion, underscoring why it was named second-fastest growing AI company in the 2024 Inc. 5000, where it was praised for "transforming how companies are built and run, merging AI and automation."
The funding round was led by Vanara Capital, a new firm spun out from TPG last month, with other participants including Princeville Capital, HOF Capital, Acrew Capital, Greycroft and Deepwater Asset Management.
"Despite the recent excitement, most enterprises are still struggling to get AI models into production and to quantify ROI. Invisible changes that," Invisible CEO Matthew Fitzpatrick stated in a press release. "Our software platform, combined with our expert marketplace, enables companies to organize, clean, label, and map their data. This foundation enables them to build agentic workflows that drive real impact."
The platform is made up of five modular components -- Neuron, Atomic, Synapse, Axon and Expert Marketplace -- that perform different roles, providing structure for messy data, building digital workflows, measuring impact, deploying agentic solutions and providing human feedback.
Of the five, Expert Marketplace is a differentiator, delivering what the company claims is high-quality human expertise and reinforcement learning from human feedback (RLHF).
Customers working on large language models will get access to human experts in a specific field who can provide custom training data and annotations for their AI. RLHF, meanwhile, is used once the AI has been trained, with human experts rating responses, allowing additional development.
The new investment will be used to develop its AI software platform further and build on the $134 million revenue generated in 2024, as well as attract more high-profile customers to complement existing ones that include AWS, Microsoft and Cohere.
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