Many people think that data analysis platforms are just places to pile up metrics. Actually, this is a misunderstanding.

The true value does not lie in the number of metrics, but in the ability to find those truly useful Alpha signals. The current industry situation is that most data platforms are adding more and more metrics—hundreds of them stacked together. But the problem is, this approach is more likely to be drowned out by noise.

Long-term effective Alpha tools are actually just a few. The rest? They are just noise signals. Instead of blindly pursuing more and more comprehensive data, it’s better to develop a precise and specialized analysis toolkit that genuinely helps traders find opportunities in the market. This is the core competitiveness of a data platform.