# Problems

Data processing is the linchpin of high-quality AI applications, and the accuracy of this data annotation process is crucial. However, the traditional methods employed in data annotation are now struggling to meet the demands of the ever-expanding AI landscape. Two primary challenges confront this conventional paradigm: inefficiency and high costs.

\
[Inefficiency](/ai-data-annotations-platform/problems-and-our-solutions/problems/inefficiency.md)\
[Highcost](/ai-data-annotations-platform/problems-and-our-solutions/problems/highcost.md)<br>


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.aitprotocol.ai/ai-data-annotations-platform/problems-and-our-solutions/problems.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
