AI and data: New bottleneck of digital transformation

hạo thiên |

After 4 years of promoting digital transformation, many platforms and databases have been built and put into operation.

According to the Ministry of Science and Technology, digital transformation is entering a stage where building a platform and digitizing records is no longer the destination. Value is increasingly dependent on the ability to exploit data and apply technology to improve productivity, reduce time and operating costs.

The Ministry of Science and Technology said that there are currently more than 15.5 million out of a total of 16.3 million administrative procedure dossiers received online, reaching 93.88%. However, the rate of online dossiers at ministries and sectors is only 34.24%, much lower than the level of 93.54% at the local level.

The gap is also clearly shown in the ability to exploit data. The rate of digitization of dossiers and results of administrative procedures at ministries and sectors reached 19.23%, while localities reached 88.56%. Notably, the rate of re-exploiting and using digitized data information at ministries and sectors only reached 5.29%, while localities reached 96.04%. Therefore, the current problem is not only about having data but also connecting and using data.

According to statistics from the Ministry of Science and Technology, 80/775 administrative procedures have not been restructured. The connection between information systems solving administrative procedures and databases is still slow. In some places, people still have to provide existing information, while officials have to operate on many systems and manually enter data.

Data quality is also an issue raised. Many specialized databases are not complete, not ensuring the requirements of "correct, sufficient, clean, live". Systems are not synchronously connected, causing invested data not to be fully exploited.

Nhiều nền tảng số được đưa vào phục vụ quản lý và đời sống. Ảnh: Hạo Thiên (chụp ngày 21.9.2026)
Many digital platforms are put into service for management and life. Photo: Hao Thien (taken on September 21, 2026)

AI has not fully developed its value

Along with data, AI is expected to become a tool to improve productivity and support management and administration. However, the Ministry of Science and Technology believes that the application of AI is not yet widespread, mainly in experimental scale and has not yet formed a shared AI capacity.

The bottleneck is not only in technology. When data is still scattered, incomplete and systems are not connected, AI is also difficult to promote efficiency. The Ministry also pointed out that the digitization of some processes is not linked to data-based restructuring and does not take users as the center.

Reality shows that when data is connected and put into specific procedures, efficiency can be measured more clearly. According to the Ministry of Science and Technology, there are currently about 30.1 million ID cards issued and more than 71 million citizen identification accounts activated. VNeID is also gradually expanded from identification to utilities in health, transportation, justice, residence, social security and finance, banking.

In healthcare, 12,55 medical examination and treatment facilities have allowed the use of ID cards to replace paper health insurance cards. The system has formed 2.5 million electronic medical records, with 373 facilities interconnected with data.

The above results show that digital transformation only truly creates value when data is put into operation and reused.

According to the Ministry of Science and Technology, in the next stage, the requirement is to shift from "having data" to "creating value from data", and at the same time put AI into specific problems instead of just stopping at testing. Digital transformation efficiency needs to be seen through processing time, cost savings, productivity and service quality.

This is also a major bottleneck of the next digital transformation phase: not how much more digitization, but whether data is connected, whether AI is applied correctly to the problem and whether technology creates real value.

hạo thiên
RELATED NEWS

Strength of solidarity on the digital transformation journey in Phu Tho mountainous commune

|

Phu Tho - From remote villages to administrative centers, digital transformation in Duc Nhan spread thanks to the consensus of the government and people.

The Front deploys the movement for innovation, digital transformation, and green transformation

|

The Central Committee of the Vietnam Fatherland Front deploys an emulation movement on innovation, science, technology, digital transformation, green transformation, setting the goal of gradually building a "Digital Front".

Digital transformation of Thai Nguyen Party work: When deploying the new platform, it is only the beginning

|

Thai Nguyen is gradually creating "digital traces" for each task, helping to monitor continuously from receiving documents to completion.

Police work with people involved in the case of tourist suspected of moldy juice

|

Khanh Hoa - Police invited the owner of the juice shop and the representative of the tourist to work to verify the dispute over the juice cup that is said to have signs of mold.

Bau Thang with corporate culture in football

|

If Bau Duc does football with a bit of breakthrough, Bau Thang impresses with his thinking of bringing corporate governance into the development of Vietnamese football and football.

Update ASIAD medal standings today (September 22)

|

Update on ASIAD 20 medal standings on competition day 22. 9.

How young people in the Old Quarter keep their crafts in Hoi An Handicraft Village

|

Da Nang - With creative thinking, young people in Hoi An Handicraft Village are diligently keeping the fire and bringing the ancient town heritage into contemporary life.

Strength of solidarity on the digital transformation journey in Phu Tho mountainous commune

VIỆT ANH |

Phu Tho - From remote villages to administrative centers, digital transformation in Duc Nhan spread thanks to the consensus of the government and people.

The Front deploys the movement for innovation, digital transformation, and green transformation

Trà My |

The Central Committee of the Vietnam Fatherland Front deploys an emulation movement on innovation, science, technology, digital transformation, green transformation, setting the goal of gradually building a "Digital Front".

Digital transformation of Thai Nguyen Party work: When deploying the new platform, it is only the beginning

Trần Thọ |

Thai Nguyen is gradually creating "digital traces" for each task, helping to monitor continuously from receiving documents to completion.