Do I still manually identify tickets? AI knows invoice better than you!

In 1773, under the auspices of Emperor Qianlong, more than 360 senior officials and scholars, including Ji, completed the finalization of the "Four database books" in 13 years. In order to ensure the progress, we have selected more than 3800 people for copywriting. We also set a copywriting quota: 0.33 million words a year, and 1.8 million words a 5-year copy. Among them, I found that the font was not neat and I recorded it once, and I was fined 10000 words for writing more. There was also a huge project like Yongle Dian and, which lasted hundreds of years and relied only on ancient productivity, it also consumes a lot of manpower, material resources, and time.

With the rapid development of information technology, people can use computers to quickly complete similar work. However, over the past 20 years of large-scale computation, there is still a lot of repetitive and boring work, such as the following scenario.

In hospitals, there will be a large number of machine tickets and renewal orders every day. But with limited manpower and resources, how can these important data not affect the accuracy of Settlement and Sales?

Now is the time to test your eyesight. Can you identify all the information in the documents within 2 minutes and then input the data into the software system?

There are various problems in this ticket:

Misaligned content and title, serial

Text line skew

Content exceeds the Boundary

The official seal covers valid content

Unclear handwriting

How can this problem be solved?

Apparently, even the top brain contestants may have to doubt their lives when they face a large number of fancy and nonstandard bills and output the document content efficiently and without making mistakes in a short time.

At the same time, if these bills are used for other businesses, such as insurance claims and medical bills, as the core calculation basis, there are many projects to be entered and the categories are complex, A single ticket requires hundreds of items to be input for review. This huge manpower demand has become an important cost, which limits the basic profit demands of commercial companies.

Is there a solution? The answer is to use the text recognition technology. Please add a link to describe OCR!

Standard text recognition has already been commercially available on a large scale. For example, License Plate Recognition is widely used, which makes traffic violations invisible and creates great social value for the safety of vehicles and pedestrians.

However, the application scenarios of this technology are relatively narrow, and the license plate suspension compliance requirements are relatively high, and cannot be extended to other fields. The artificial intelligence technology, which has made another breakthrough in recent years, has put the adaptability of OCR on the wings of soaring growth.

It's time to say goodbye to inefficient productivity!

Huawei cloud also launched the OCR service at the earliest. In order to meet diversified and complex identification scenarios, it has made in-depth analysis and research and applied the unique ite patented technology, compared with the industry's general capabilities, bill recognition, which is similar to the preceding complexity, has a comprehensive and comprehensive leading advantage:

The highly complex file recognition and extraction error rate is reduced by 50%.

The error rate is greatly reduced, which greatly reduces the manual intervention review cost and the waiting time of the customer's business under the existing technical conditions.

The recognition capability has been upgraded to the commercialization stage

If the recognition capability does not reach a certain level, it is difficult to apply it. Without several times of efficiency improvement, the cost of the Enterprise will not be substantially improved.

Amount and other key data identification and extraction accuracy increased from around 70% to 95%

The importance of information in a ticket is different. For example, in the amount section, the review of numbers usually takes more time than that of Chinese characters to ensure the accuracy of important information, it can help different software systems effectively improve processing efficiency.

Success stories

In the wave of continuous application of artificial intelligence in various industries, a top 3 hospital in China also considered introducing OCR into its own business. After in-depth technical verification, select the overall solution of using Huawei cloud. The OCR service is used as an example.

Prior to the introduction, the hospital's bills, licenses, and invoices should be handled by a dedicated person at each process node, not only with a heavy workload, but also as described above, invalid bills seriously reduce business efficiency and affect the process of business integration. Related data shows that it takes about 5 minutes to manually input a service.

In contrast, after adopting the Huawei cloud OCR artificial intelligence recognition service, each part of the information in the ticket can be automatically identified to precisely extract the data to be entered, in addition, data and entries can be correctly matched, and the same work can be completed in seconds, with a geometric increase in efficiency.

Here, you may have doubts. Will the cost of the launch of such an excellent small-meat technology be prohibitive?

No, before the yearly shopping carnival, Huawei cloud took the lead in launching a bargain-hunting promotion.

Free trial

If you want to try the effect first, both enterprise users and individual users provide a set of free packages, up to 60 days of free trial, at the same time, huawei cloud OCR Service also provides free use of services, do not believe you can here a glimpse of the true: http://t.cn/EZU2qGf

"11-11 inclusive seasons"

If you have already completed the copy of the new hand village, you need a new set of upgrade tips. Huawei cloud's All-in-One promotion offers the following features: the flash sales activity at every day, a one-off copy price, and registration of additional gift packs, send mate20 for consumption and so on. log on to the Huawei cloud homepage to receive a big red package!

Do I still manually identify tickets? AI knows invoice better than you!