The digital transformation of enterprises has become an inevitable development trend and one of the key driving forces that promotes the sustainable development of enterprises. However, due to the many obstacles of financial burdens, technical thresholds, and talent shortages, digital transformation has become a challenging task for entrepreneurial Small and Medium-Sized Enterprises (SMEs). Additionally, many competitive digital transformation solutions on the market cause confusion when enterprises must choose one. This study drew a new information error-driven T-spherical fuzzy cloud algorithm to evaluate digital transformation solutions of entrepreneurial SMEs and support its selection. First, an evaluation index system for the digital transformation solution of entrepreneurial SMEs was established from four aspects. Then, a new concept of a T-spherical fuzzy cloud was defined to represent the evaluation information of the indicators. Additionally, a T-spherical Fuzzy Cloud Weighted Heronian Mean (T-SFCWHM) operator was used to aggregate the evaluation information. Afterward, an evaluation and selection decision framework for the digital transformation solution of entrepreneurial SMEs based on the T-SFCWHM operator was developed. Further, a practical example was given to illustrate the effectiveness of the proposed method. Finally, a discussion of the findings in our study was conducted, and the conclusions were summarized.

企业数字化转型已成为必然的发展趋势，也是促进企业可持续发展的关键动力之一。然而，由于资金负担、技术门槛、人才短缺等诸多障碍，数字化转型成为创业型中小企业面临的艰巨任务。此外，市场上许多具有竞争力的数字化转型解决方案在企业必须选择之一时会造成混乱。本研究借鉴了一种新的信息误差驱动的 T 球模糊云算法来评估创业型中小企业的数字化转型解决方案并支持其选择。首先，从四个方面建立了创业型中小企业数字化转型解决方案的评价指标体系。然后，定义了T球模糊云的新概念来表示指标的评价信息。此外，使用 T 型模糊云加权 Heronian 均值 (T-SFCWHM) 算子聚合评估信息。随后，开发了基于T-SFCWHM算子的创业型中小企业数字化转型解决方案评估与选择决策框架。此外，给出了一个实际例子来说明所提出方法的有效性。最后，对我们的研究结果进行了讨论，并对结论进行了总结。开发了基于T-SFCWHM算子的创业型中小企业数字化转型解决方案评估与选择决策框架。此外，给出了一个实际例子来说明所提出方法的有效性。最后，对我们的研究结果进行了讨论，并对结论进行了总结。开发了基于T-SFCWHM算子的创业型中小企业数字化转型解决方案评估与选择决策框架。此外，给出了一个实际例子来说明所提出方法的有效性。最后，对我们的研究结果进行了讨论，并对结论进行了总结。