Proper data processing strategies facilitate AI model development.
Flow helps our clients adopt a comprehensive strategy to study machine learning and optimize AI models to select the correct features of data, so the AI-processed results can be rapidly produced. The work process emphasizes the general mindset at the strategic level rather than the particular details at the executive level.
To take data annotation as an example, the goal is more than “the data is annotated”. We believe that our enterprise clients are also aiming to be more timesaving, labor-efficient, and cost-effective while maintaining accurate data annotation, which will truly make AI-powered solutions more sufficient.
| Assign data annotation tasks to engineers. | Employ part-timers to annotate data. | Outsource data annotation tasks to Flow. | Outsource data annotation tasks to crowdsourcing platforms. | |
|---|---|---|---|---|
| Reduce the annotation costs of management and recruitment. |  |  | | Partly (Lack of quality control mechanisms). |
| Reduce the costs of quality control and reviews. | | | | |
| Reduce the cost of annotation platform development. | | | | |
| Reduce the costs of sites and equipment. | | | | |
| Bring focus to core product development. | | | | Partly (Lack of quality control mechanisms) |
| Remain flexible about human resources when workloads increase. | | | | |
| AI Yield data insights and analytics. | | | | |
| Guarantee reliable data security. | | | | |
| Enhance CSR and brand effectiveness. | | | | |
| Assign data annotation tasks to engineers. | Employ part-timers to annotate data. | Outsource data annotation tasks to Flow. | Outsource data annotation tasks to crowdsourcing platforms. |
|---|---|---|---|
| Reduce the annotation costs of management and recruitment. | |||
| | | Partly (Lack of quality control mechanisms). |
| Reduce the costs of quality control and reviews. | |||
| | | |
| Reduce the cost of annotation platform development. | |||
| | | |
| Reduce the costs of sites and equipment. | |||
| | | |
| Bring focus to core product development. | |||
| | | Partly (Lack of quality control mechanisms). |
| Remain flexible about human resources when workloads increase. | |||
| | | |
| AI Yield data insights and analytics. | |||
| | | |
| Guarantee reliable data security. | |||
| | | |
| Enhance CSR and brand effectiveness. | |||
| | | |
| Assign data annotation tasks to engineers | Employ part-timers to annotate data. | Outsource data annotation tasks to Flow. | Outsource data annotation tasks to crowdsourcing platforms. |
|---|