定制分类模型的SaaS(软件即服务)

1作者: santanaforai大约 1 个月前原帖
我正在考虑构建一个SaaS工具,让客户能够使用自己的数据构建自定义的AI模型,主要用于分类任务(起初主要针对文本/文档分类,但未来可以扩展到其他类型的分类)。我计划使用我正在开发的一种新专有算法。假设该算法在准确性和低复杂性方面表现良好。我看到了一些其他提供类似服务的SaaS。通常,哪些客户会需要这样的工具?他们的主要痛点是什么,而这个工具又能如何帮助他们?哪些行业通常对这样的解决方案需求较高?我对这些问题的答案有一个大致的想法,可能与文档分类或产品分类有关,但我想听听你们的看法。
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I am thinking of building a SaaS tool where customers use it to build custom AI models for classification tasks using their own data (mainly for text/document classification at the beginning but it could expand to other types of classification). I plan to use a new proprietary algorithm I am working on developing. Let's assume the algorithm works well in terms of accuracy and low complexity. I saw few other SaaS with similar offerings. What kind of customers usually want this? what is their main pain point that this could help with? and what industries are usually has high demand for solutions like these? I have general idea for answers to these questions probably around document classification or product categorization but let's hear from you guys.