Shulou(Shulou.com)11/24 Report--

With the advent of ChatGPT, the whole Internet has been greatly impacted because of its higher intelligence, broader domain knowledge, more flexible response ability and more natural dialogue context. In just two months since its release on November 30, 2022, ChatGPT had 100 million monthly active users in January, making it the fastest-growing consumer app in history. At present, it can be seen that the capability of GPT can play an important role in key areas such as manufacturing, finance, media and so on.

At present, the major companies are paying attention to the development of ChatGPT and seeking to use it to improve their competitiveness. Google invests $300 million in Anthropic to deal with the threat of ChatGPT and joins RLAIF to reduce human feedback. Microsoft, as the main investor in OpenAI, is also using ChatGPT to enhance the competitiveness of its products.

First, YonghongGPT empowering data analysis

In today's Internet era, data has become an important cornerstone of enterprise decision-making. With the explosive growth of the amount of data, BI software came into being to help enterprises transform complex data into valuable insights. BI products, represented by Yonghong BI, not only break the dependence on foreign products to achieve localization adaptation, but also better fit domestic enterprises in terms of function, avoid the risk of product localization adaptation for the majority of government enterprises, realize the operation of data analysis in a safe and reliable environment, and provide government enterprises with an effective path for data-driven business, bringing deep business value for enterprises. The integration of GPT technology brings a new possibility for BI software.

Compared with the traditional BI for technical departments such as IT, it is difficult to get started. Agile BI can quickly generate charts by simply dragging dimensions and indicators, and there is no need to write expressions to realize self-service analysis. Yonghong Technology, as the first domestic leader to put forward Agile BI, has made considerable achievements. The YongHongBI integrated with GPT further realizes the question-and-answer operation throughout the whole life cycle of data analysis: from problem definition to data processing, visual expression, collaboration and sharing, operation and maintenance. In addition to intelligent and convenient data analysis, YonghongGPT can also provide in-depth data insights, insight into data reasons, explain data rules, deeply predict future trends, and further lower the technical threshold of BI. It is suitable for most people from IT to novice demand, so that everyone is a data analyst. For enterprise decision-making, AI further assists decision-making to release the value of data and maximize application data.

II. YonghongGPT helps to improve efficiency

The challenge that modern enterprises are facing is the rapidly changing market environment and the emerging competitors. In this case, only by relying on data-driven decision-making, can we better gain insight into market dynamics, predict trends, optimize business processes, and identify potential opportunities. GPT realizes the understanding and generation of large-scale data through deep learning algorithm, and has strong natural language processing ability. YonghongGPT analyzes and mines a large amount of text data inside and outside the enterprise, and generates relevant reports, forecasts and insights according to the needs of users. Agile BI needs clicks and operations to get the desired results. The solution of YonghongGPT enables users to ask questions directly to the system, and the system can quickly give answers or generate corresponding reports, charts and so on. This direct interaction greatly improves the efficiency of analysis.

Third, explore the user application scenario of YonghongGPT

1. In the face of the requirement that you do not understand the database language, but want to complete the data processing through SQL, enter a paragraph of text, the system can automatically generate the corresponding SQL statement to check the number.

2. Do not understand the database language, but want to understand the meaning and logic of the SQL statement: be able to explain the query logic of the SQL dataset, including which fields are processed and which table to obtain from, so as to satisfy the user's understanding of the query results.

3. The performance of SQL that has implemented data processing / query is not satisfied. YonghongGPT can optimize the performance of the current SQL.

4. If you want to NLP the text field, you can intelligently process the field, such as translation and emotion classification, to meet the user's requirements for text data processing.

5. There is data, but I don't know what chart is more appropriate for display and analysis: enter a paragraph of text, automatically generate the corresponding chart, reflect the business situation, meet the data consultation of decision makers anytime, anywhere, and make decisions quickly.

6. Want to type the report with one click and replace the report style: analyze the type of report component, provide one-click typesetting and template migration to meet the needs of users for report beautification and reduce the time cost of beautification.

7. When you find an exception on a single chart, you want to explore the influencing factors: YonghongGPT can explore the reasons for business growth and decline, and explore the outliers in the chart, such as the contribution proportion of each dimension.

8. The degree of influence of inquiry factors on the result index: YonghongGPT automatically statistics and analyzes the factors that have great influence on a certain data, and quickly excavates the key factors affecting dependent variables and the best combination of independent variables.

IV. Conclusion

Nowadays, with the increasing challenges faced by enterprises, accurate data analysis and intelligent decision support become particularly important. With the rapid development of artificial intelligence technology, the integration of BI and GPT provides more powerful and intelligent data analysis and decision support services. Traditional BI software usually only provides static data reports and charts, which can not achieve intelligent data analysis. And YongHongGPT solution, BI software can realize automatic data analysis and mining, identify key information and patterns from huge data, and help enterprises better understand market trends, consumer needs and competitors' strategies. Provide intelligent support for enterprise decision-making. Provide personalized decision-making suggestions for enterprises. Through the analysis of historical data and current situation, predict the future development trend, which enables enterprises to more accurately formulate strategic plans, optimize operation processes, so as to improve competitiveness and profitability. The introduction of advanced artificial intelligence technology into the data analysis and decision-making process of enterprises can help enterprises to continuously improve and optimize their business models, promote innovative thinking and strategic adjustment, and promote the sustainable development of enterprises.

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