Bridging the Gap between Paper and Data

The cornerstone of successful automated office systems is the ability to convert printed information into electronic data. Document processing applications need to capture and index data accurately and efficiently to bridge that gap.

This capability can be enhanced with the integration of Optical Character Recognition (OCR) software. By this means, extracted data is used to index and save the document into the document management application.

This intelligent document recognition and classification is central to Tokairo's new contract with a major UK supplier of dairy products. The delivery and receipt procedure works like this:

? When an order is received from a customer a despatch note is issued listing product description, quantities, weight and code

? On delivery the note is signed by the customer along with the customer's Goods Received Note (GRN) which details the goods actually delivered

Problems arise if goods are damaged, lost or delivered piecemeal, as discrepancies can occur between the despatch note and the customer's GRN.

The system has been set up so that these documents can be automatically read, matching delivery line items with corresponding items from the company's despatch notes.

After every delivery, despatch notes, GRNs and any other delivery/receipt documents are scanned by the delivery driver at any one of the company's 20 depots in the UK.

Coping with different document styles and formats

The company's system is configured to recognise every GRN's header and footer, so it can read each item's line code and quantity. This process is made complicated because each customer uses a different GRN style, format and layout. Also, there can be multiple GRNs for one despatch note ? typically when a single delivery goes to several different customer sites.

However, once the OCR software has been correctly configured to read the lines in the different styles of document, accurate reading of forms is high ? ranging from 85% to 90%. A threshold can be set by users so that any document that falls below a certain level (e.g. 80%) is entered manually. So any document that can be read less than 80% accurately is flagged up for manual indexing. Anything above this value is saved automatically.

The system automatically consolidates this process by matching the different documents and line items in the original order, and stores all documents in the appropriate order folder.

Automatic invoice amendment

Any discrepancy is automatically flagged up and investigated. This generates an amendment to the sales invoice issued to the customer, which in turn reduces the company's debtor days by ensuring that the sales invoice matches the customer's GRN.

Should there be any discrepancies or delays in receiving payment, staff have online access to all delivery information stored in the order folders.

Integrating intelligent document recognition and classification technology provides significant customer benefits:

? Reduced administrative overheads
? Improved business visibility
? Reduced invoicing errors and attendant disputes and delays
? Increased cashflow by minimising debtor days
? Improved customer service
? Enhanced corporate image

Tokairo is an international solution provider of electronic document management systems and education solutions.

Visit http://www.tokairo.com for further information; REF=TO5EZ

In The News:


pen paper and inkwell


cat break through


Microsoft CRM in Latin America: Implementation, Customization, Support ? Overview for Consultant

Microsoft Business Solutions CRM is present several years on the... Read More

Microsoft Business Solutions Customization Options - Overview for Programmer

Several years ago Microsoft purchased Great Plains Software, then Navision... Read More

eConnect: eCommerce Development for Microsoft Great Plains

Microsoft Business Solutions Great Plains has several options to enable... Read More

Windows x: Basic Windows ?Security? Issues

Language development computer: Computer-based method for aiding language development seems... Read More

How the Firefox: How to... Manual Helped Me

A few months back I really got sick of my... Read More

Do You Want Your Own Fully Programmable ERP? - Part 1

We are in a transition phase in the Managerial Administration... Read More

Interactive Mapping Brings Information to Life

What is Interactive Mapping?Interactive mapping is a visual display medium... Read More

Understanding XML Server

XML Server can be a Web Server that stores the... Read More

COSMIC: A Small Improvement on the Symons Method

The COSMIC FP (function point) software quality metric, is no... Read More

Microsoft Great Plains: Interest Calculation Example ? Stored Procedure for Crystal Report

This is intermediate level SQL scripting article for DB Administrator,... Read More

Microsoft Great Plains eCommerce ? Stored Procedures Approach

Since Version 8.0 Microsoft Business Solutions Great Plains & Great... Read More

Protect Your Most Vital Business Asset with Security Software

Homeland security, airport security, Internet security â?" these days weâ??re... Read More

Microsoft Great Plains Distribution, Barcoding, Consignment ? overview for consultant

Microsoft Great Plains ? ERM from Microsoft Business Solutions and... Read More

When is a Software Engineer Not a Software Engineer?

The title of "software engineer" has got to be among... Read More

Business Planning Software

Once a business idea is selected, it is highly recommended... Read More

Make or Break Factors - When Considering Estimating Software

Make-or-Break Factors in Success and ProfitabilityFor quick printers, estimating can... Read More

Separate Anti-Keylogging Protection: Who Needs it Most?

If there still are few unprotected computers left, I haven't... Read More

A Case Study on Selecting Contract Management Software

Professional services firm cuts costs and improves productivity with integrated... Read More

Microsoft Great Plains Customization: Project Organization ? International Business Example

Microsoft Business Solutions Great Plains fits to majority of horizontal... Read More

Chinese Input - Step by Step Instruction on How to Input Chinese Characters in English Windows XP

Enabling Chinese input is quick and easy, there are only... Read More

Story Development Software: Good or Evil?

In the early days of the personal computer, we're talking... Read More

Microsoft Great Plains: Large Scale Implementation

Microsoft Business Solutions Great Plains, Navision, Axapta, Solomon and CRM... Read More

Basic Steps To Optimize Your Internet Security

After seeing many people complain about their weak Internet security... Read More

My Experience - Making a Vision into Reality

Disclaimer: All the thoughts expressed are my views only! Your... Read More

Change Your Word Docs in Record Time!

Anyone who has ever used Microsoft Word knows that it... Read More

Lotus Domino: Application Integration ? A Programmer View

There are two approaches for application integration:? Programmer's approach ?... Read More

Microsoft CRM Customization - Processing In/Out-Going Email Messages

We would like to give you several situations, when you... Read More

Basic Tips and tricks for Windows XP

Running Applications in Compatibility Mode With Windows XP, you can... Read More

The Secret of the Layer Styles Dialogue

When you double-click a layer in the Layer Palette, you... Read More

Software Piracy

SOFTWARE PIRACY We regularly hear reports... Read More

Microsoft Great Plains international implementation ? USA / Mexico ? overview for consultant

Microsoft Business Solutions Great Plains was purchased from Great Plains... Read More

Software: What Suits Me?

Almost all new and major brand of PCs come with... Read More

Microsoft CRM Data Import FAQ

Microsoft CRM has built-in conversion tool, however you should probably... Read More