The existing invoice system recognizes various fields on incoming invoices and enters correct items and values into the financial system, Decade. The system was based on Kofax’s leading information capture technology, and was delivered and implemented with the help of BMConsultants.
But Bellekom heard that Kofax could do far more, and he immediately thought about automating the mailroom. He decided to start a pilot in which all 600 defined processes could be linked to the capture system. The processes came directly from the archiving plan already in use by the city (Documentair Structuurplan – DSP). In the pilot, after incoming documents are scanned, thesoftware begins an automatic classification. This is composed of four elements:
- fixed characteristics with a fixed position in the document;
- the layout of the document;
- content, similarities in the text, or semantics; and
BMConsultants used the Kofax Transformation in addition to Kofax Capture for this project. This combination enabled the city of Gouda to automatically classify, separate and extract information, regardless of the type of document. Users can further optimize the program’s recognition rate via its selflearning function. During the five-month pilot program, the city of Gouda processed about 4,500 documents using the old and new methods. They found that about 63% of the documents were recognized with 95% accuracy or higher. As a practical example, a request for a municipal monument grant (code B0163 in the DSP) was immediately recognized and the procedure for processing the request was started.
Part of the 37% that were not recognized with certainty, and thus needed manual intervention, were handwritten letters, which are simply more difficult for the software to recognize. On average, though, the processing time per letter was reduced from 7.5 minutes to 7.5 seconds. Those are solid results. Documents were put into the proper channels of the city quickly, efficiently and with much less chance of error.
The Verseon document management system from Circle Software will now be installed for further processing. Information regarding handling time, the responsible party and possibly delivery confirmation (receipt) will also be automatically created.
Chris Bellekom is pleased with the pilot results. “The quality of the images and the degree of recognition are acceptable,” he said. “A 100% digital match is currently not achievable. I expect that we will have to keep doing a control for the time being. The beauty of this solution is that you can identify each document in different ways. With the four methods that Kofax uses in recognition, you get there. In most cases, the connection between the correct product and the correct process code is produced. Only the degree of certainty can vary. The Document Service Manager can usually click ‘accept’ and only occasionally will have to search for the right process code manually.”
Bellekom expects that the city of Gouda will no longer have a specific DMS division by the end of 2011. “The function of the document manager remains, but in another place in the organization,” he said. “Think about the initiative ‘City Gives Answer.’ If you want to carry that out well, it’s wise to gather the information resources within the whole structure into one place. Also case-oriented work, which everyone is talking about, only has a chance if the front office functions properly.”
Piece of Art
The importance of a well functioning front office with an optimized mailroom is clear. For now, Bellekom and his colleagues (12.5 FTE) are committed to rolling out the Kofaxbased solution. Jos Huigsloot, director of BMConsultants, indicates that the city of Gouda is creating a piece of art.“The way that Gouda digitizes their mailroom with advanced recognition, automatic classification and connection with their archiving system is unique. A few companies are this advanced, but it has never been done by a municipal organization.”
Bellekom emphasizes that he works step by step. The connection to the digital mailroom goes department by department. He is open to other municipalities having a look at Gouda’s model. His motto is a Dutch expression: It’s better to steal something good than invent something bad.
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