In the current era of rapid technological development, the emergence and integration of various new technologies have injected strong impetus into the work of achievement appraisal, driving it towards precision and efficiency.

The application of big data technology in achievement appraisal is becoming increasingly widespread, providing rich data support for appraisal work. By collecting and analyzing massive scientific research literature, industry data, and market information, appraisal institutions can have a more comprehensive and accurate understanding of the current status and development trends of the technology field in which the results are located. For example, when evaluating a research achievement in the field of artificial intelligence, big data technology can be used to quickly retrieve relevant research results, patent applications, and practical application cases worldwide. Through the in-depth mining and comparative analysis of these data, the appraisal experts can accurately judge the innovation, progressiveness and potential value of the achievement in the market, greatly improving the accuracy and reliability of the appraisal results.

The integration of artificial intelligence technology has further improved the efficiency and intelligence level of achievement appraisal. Some advanced appraisal platforms have introduced artificial intelligence algorithms, which can automatically screen, classify, and preliminarily analyze the technical data of the results. For example, an intelligent appraisal system developed by a third-party appraisal institution can quickly evaluate the technical reports, experimental data, etc. of the results in a short period of time, preliminarily determine whether they comply with relevant technical standards and specifications, and mark possible problems and key areas that need to be focused on. This not only saves a lot of time and energy for appraisal experts, but also avoids possible omissions in the manual review process. When evaluating a new material research and development achievement, the system completed preliminary analysis in just a few hours, providing clear guidance for subsequent expert in-depth review and shortening the entire evaluation cycle by nearly one-third.

Blockchain technology, with its unique decentralized, tamper proof, and traceable characteristics, provides strong guarantees for the credibility of achievement appraisal. In the process of achievement appraisal, blockchain technology can be used to fully record and store key information such as the research and development process, experimental data, and appraisal process of the achievement. Once this information is on the blockchain, it cannot be tampered with, ensuring the fairness and transparency of the results appraisal. For example, a research team used a blockchain platform to record every step from drug design, clinical trials to data analysis during the identification of a new drug development achievement. During the appraisal process, appraisal experts and relevant stakeholders can access this information at any time through a blockchain browser, which provides an intuitive and credible understanding of the authenticity and reliability of the results, enhancing the authority of the appraisal results.

Technological innovation is profoundly changing the working mode of achievement appraisal, achieving a qualitative leap in accuracy and efficiency, and providing more solid technical support for the value evaluation and transformation application of scientific and technological achievements.