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AI数据服务爆发,打造大模型背后的数据引擎丨热门赛道
创业邦· 2025-07-02 00:11
以下文章来源于睿兽Pro ,作者Bestla 睿兽Pro . 创业邦旗下横跨一二级市场的科创数据平台。实时投资数据、追踪产业创新。找数据、做分析、链资源,就上睿兽分析。 行业定义 AI数据服务 ( AI Data Services ) 是指围绕人工智能系统开发所需的数据,提供从采集、清洗、标注,到增强、质量控制、隐私合规与交付等全流程的 数据支持服务。 该 服务体系不仅涵盖传统的数据加工任务,更延伸至面向具体应用场景的定制化数据解决方案。 AI开发范式正从专注模型优化转向提升数据质量,通过减少数据与模型的割裂来抑制幻觉、改善输出,释放企业AI潜力 。 无论是大语言模型训练、自动驾 驶系统开发,还是金融风控、医疗图像识别等领域, AI数据服务都为模型提供了高质量、结构化且符合业务语境的数据输入,是推动AI算法从实验走向商 业应用的关键推动力。 来源: Snorkel AI 早期阶段, AI数据服务主要依赖人工采集与标注,通过众包平台完成大规模图像、文本、语音等任务的数据准备。这一阶段技术核心在于构建数据处理流 程、质量审核机制和人力管理体系。 目前 AI数据服务正在向智能化与平台化方向跃升。自动标注、弱监督学习 ...
会通股份:2024年年报&2025年一季报点评:盈利能力稳中有升,多元布局新兴领域-20250427
Guoyuan Securities· 2025-04-27 00:23
Investment Rating - The report maintains a "Buy" rating for the company, indicating an expected stock price increase of over 15% compared to the benchmark index [5]. Core Insights - The company has demonstrated stable growth in profitability, with a 13.81% year-on-year increase in revenue to 6.088 billion yuan and a 32.04% increase in net profit to 194 million yuan for the year 2024. The first quarter of 2025 also showed a 15.07% increase in revenue to 1.468 billion yuan and a 14.67% increase in net profit to 50 million yuan [2][5]. - The company's modified plastic business has seen a revenue increase of 15.39% to 5.936 billion yuan, accounting for 97.51% of total revenue, driven by increased sales volume [3]. - The company is focusing on high-value products such as long-chain nylon materials, PEEK, and PPS, with long-chain nylon revenue growing by 105.39% year-on-year, indicating a strategic shift towards emerging markets [4]. Financial Performance - The company’s revenue projections for 2025-2027 are 7.066 billion yuan, 8.335 billion yuan, and 10.081 billion yuan, respectively, with year-on-year growth rates of 16.08%, 17.95%, and 20.95% [5]. - The net profit forecasts for the same period are 250 million yuan, 318 million yuan, and 414 million yuan, with growth rates of 28.63%, 27.35%, and 30.13% [5]. - The company’s return on equity (ROE) is expected to improve from 10.69% in 2025 to 14.16% in 2027 [5]. Market Expansion - The company has successfully expanded into international markets, establishing a factory in Thailand and serving over 30 overseas clients, with overseas sales increasing by 178.39% year-on-year [3]. - The diversification into new fields such as consumer electronics and AI data servers is expected to create new growth opportunities [4].