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Tech4T are address cleansing, merging, migration and enrichment specialists

Whatever your data-related task, we can usually provide a service-based bureau solution.

For instance, if you purchase mailing (or e-mailing) lists and wish to remove from these cross-list duplicates, and also suppress records that match against your in-house customer database(s), then our merge/purge and direct mail processing solution is both fast and cost effective.

If you need someone to build, host and operate a database marketing system, manage campaigns and make selections and extractions for mailing or list broking, we can provide the perfect solution.

Or maybe you need some help restructuring your marketing data, maybe held in multiple spreadsheets or files, or are wanting to migrate your data from one computer system to another - including SAP and Seibel - again we can assist. Call us on +44 (0) 1733 890790

How we can shape your data

Tech4T offer companies a specialised set of skills for all aspects of data cleansing and enrichment.

Our solutions can include worldwide address cleansing, deduplication, merging unlinked files and enriching your database with external data.

Importantly, we have considerable experience working with both Business to Business (B2B) and Business to Consumer (B2C) databases and in de-duplicating and merging both relational data structures and flat files.  We tend to use Global Address or Matchcode software for worldwide address correction and DoubleTake for merge/purge due to its wide mix of phonetic, soundex and pattern swapping algorithms. This finds matches across data fields and records that other dedupe software can often miss.  

Our focus is always on quality and not quantity and we use the full spectrum of specialist software and methodologies that we also provide to data professionals to enable them to undertake data enhancement work in-house.  Our pricing is extremely competitive and we will always do what it takes to meet tight deadlines. Click here to find out what differentiates Tech4T from a traditional bureau. DM Service providers, click here


To give you a flavour of how Tech4T's data shaping services can help you build and retain a reliable and solid foundation for your organisation's data, a few of the tasks we typically undertake are listed below.

  1. Convert and audit your data. Transfer files from over 80 different formats to a preferred common format then audit each file for field content, population, min, max, etc.

  2. Improve UK, European and Worldwide address quality. We can take your address file/s and match against various address registers and external data to verify and enhance accuracy. Where the focus is on improving the quality of your internal customer address and Postcode data and this could include department name and/or additional important comments or delivery instructions nested in the address lines, then we are able to retain this information 'as-is' or standardise and migrate it to new fields. Full reporting is provided. Improving and standardising defective addresses will help ensure that mailings and parcels are delivered first time around and not incur additional costs. It will also increase the accuracy of any subsequent de-duplication process. Tech4T staff have a unique combination of multi-lingual skills thus making multi-country address cleaning and de-duplication far more accurate.
    < For interactive and batch worldwide address enhancement software, click here

  3.  
  4. Identify duplicate records in a single database or across multiple lists. Using a wide variety of matching algorithms inc. phonetics, soundex, fuzzy matching, etc., and suppression and intersection techniques, we consolidate important information from sets of duplicated records into new 'enriched' master records, then remove unwanted information from your database/s (B2B or B2C). < For de-duplication/merge-purge software, DoubleTake, click here

  5. Standardise coding and definition - e.g. to ensure item, product, profile or category codes, values and their descriptions, together with data fields such as job title, job function, marketing measures are uniform - with any value ranges standardised across all records. This will prevent data misinterpretation, enable more accurate selection and help identify gaps in your data.

  6. Data restructure and enhancement
    -
    Improve data format and field layout
    - Splitting fields containing mixed names or data
    - Defining gender from first names
    - Correctly casing Irish, Scottish... surnames - Macdonald > MacDonnald etc.
    - Salutation generation
    - S
    tandardisation of data value descriptions and codes - i.e. for gender,
      standardise categories for:
    Male, Female, Joint, Conflicting and Unknown

  7. Compare database content across multiple files or snapshots of your data over time - on a record by record, field by field basis. This helps you identify records that have changed so you can more easily understand and analyse behaviour change or ensure you are using the right file for your analysis or mailing!

  8. Merge and integrate disparate or difficult to link databases and lists... ...website interest, order details, acquisition databases, customer files, sales lead and CRM data, financial transactions, data marts, prospect files and mailing lists, e-mail address lists, research surveys, spreadsheets, etc., then create multi-list/database source codes, report overlap, create new unique reference numbers, etc., and prepare the data for import into any system.



  9. Our record linking process gives you the power to accurately connect records in disparate data sources, even when record-identifying data does not match exactly. We help you overcome data entry errors and inconsistencies in data representation to build a consolidated view of your business' data. This enables marketers and analysts to take account of ALL available information rather than just the records that link naturally and for data technicians to look up incoming records against a reference dataset to accurately record transactions, interests, claims, or other data. This is not just limited to name and address data. You can include data from any other fields and use a wide range of pattern, soundex and fuzzy matching algorithms. The software we use for merge-purge is DoubleTake - click here.
  10. Create and maintain a fully merged customer and prospect marketing database - giving you a single 360° view for highly targeted marketing. We can take your data in any format, improve quality, manage updates and campaigns, apply analytics and make selections and extracts for mailing, e-mailing, tele-marketing or even list rental, if you wish to generate additional revenue from your data.   

  11. Migrate your data from one system to another, including audit and control of the transformation process and re-parenting of orphan transactions resulting from duplicate record removal. We can optionally use external data to suppress extinct businesses, relocated employees, deceased individuals or changes in their addresses. Specifically we are able to structure address information to retain delivery notes and department information, standardise product and other coding and descriptions, adjust field lengths including intelligent abbreviation, set flags to group companies and contacts into appropriate organisation structures (or individuals within households), and much more.

  12. Enrich a database by merging one or more business, consumer, lifestyle or marketing databases or spreadsheets, and adding SIC, TV, geo-demographic, etc., profiling codes. We can also verify your data against suppression files such as National Change of Address (NCOA), Telephone Preference Service (TPS), Mailing Preference Service (MPS), Gone-away Suppression (GAS), Deceased, etc., and the opt-in element of the UK Electoral Roll. Telephone numbers can also be verified and/or appended.

  13. Produce mailing files - including managing campaigns, making selections and list extractions and preparation for Mailsort and Walksort discounts.

  14. Interactive UK, European and Worldwide address validation - to further enhance records that fail to be matched during the batch address enhancement process, we can interactively verify each address against a postal address file using a mix of look-up options. Clearly it is best if errors are corrected at time of data capture as this manual process can be both lengthy and costly. We therefore recommend using data capture enhancement software which can be embedded within an on-line web form, sales lead/CRM system or an operational data entry screen. < For interactive - to speed up data entry at point of capture - and batch worldwide address enhancement software, click here

  15. Transform and de-normalise your data ready for analysis and predictive targeting.

Most of the above tasks would be undertaken as an ad-hoc bureau service. For long term projects we would use our 'Data Lab'. An example of this would be for the creation and ongoing maintenance of a single-view customer and prospect data store - used to feed analytical and campaign targeting processes. More details on request.

Now, take the next step towards improved data quality.
Click on the link below to have one of the Tech4T's team contact you...

 


See Tech4T examples - address enhancement, de-duplication, merge-purge

External data for prospecting, suppression and enrichment - click here

Tech4T's database creation, cleaning and development services - click here

To view the range of software we supply for in-house data improvement - click here

See what one customer said about Tech4T's data cleaning solution - click here

Helping DM Service Providers

Tech4T are always pleased to work with DM Service providers - Consultants, Sales Promotion, Advertising, Marketing, Research, Database, List Providers, Publishing/Printers, etc. - to enhance their own service offering and often partnering on projects where additional specialist skills, resources or technologies are needed.

We will work with you in whatever way you see fit - as a solution partner, assisting on client pitches, etc., - or providing data cleaning, merge-purge, customer/prospect management and/or analytical/targeting services or software. Email info@tech4t.com and outline your needs/ideas.

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