Your data is trying to tell you something – data mining services help you listen to messages hidden in piles of reports on sales, service, production and billing, little cries of actionable information too scattered to be noticed. Data mining services might show you how to better segment your customers or pick a new location for a branch or get early warning on a defective product or a fraud attempt, just by spotting patterns in the data you already collect.
Data mining services are available from a wide range of tech consulting companies that come at it from different directions, such as business intelligence, information management, content management, knowledge management, data analysis, data warehousing or statistical analysis.
By any name, you should gain these basic capabilities:
1.
Quick data mining to hit your database with a need-to-know query to answer an immediate budget, sales or other question.
2.
“Predictive analytics” data mining to suggest an opportunity, such as a certain group of customers who should be open to a certain sales offer.
3.
Data mining for forecasting and modeling to try out scenarios for budgeting, purchasing or other projections.
Action Steps
The best contacts and resources to help you get it done
As a start, see what data mining software can do
Your data services vendor is going to first whip your data into shape, then use a mix of off-the-shelf data mining software, its own programming skills, and its real-world experience to craft a specific data analysis solution for you. The websites of data mining software companies are a good place to get a feel for what data mining can do.
I recommend: Take a look at the case studies on the sites of leading data mining software brands, some of whom also offer consulting on data mining services:
Oracle,
SAS,
Cognos,
Microsoft and
SPSS.
MicroStrategy is both a software vendor and a business intelligence consultant.
Plan your data mining services job
Besides writing the checks, your main job is defining the questions you want answered by a data mining services project - and getting your organizational ducks in a row so that data mining becomes part of ongoing decision making. Your data mining services partner should provide project management, setup, testing, staff training and ongoing support.
I recommend: Use these step-by-step guides to running a data mining services project by
Apollo Data Technologies and
Two Crows Corporation.
Do you really want text mining services or maybe web data analysis?
The data mining you need could be mostly ripping through text documents not databases. And your ecommerce site could be the key to understanding your customers' needs, if you could better understand the data in your web logs. There are specialists for each.
I recommend: Try text mining expert
Teragram or web data analysis consultancy
Omniture.
Contract for data mining services from a big-name tech consultancy
Major firms bring a wide range of experience to bear on your data mining project, as well as considerable inhouse expertise in data mining software.
I recommend: EDS and
HP are major business intelligence and knowledge management consultants.
Accenture even boasts a
research lab for data mining and text mining.
Find data mining services specific to your industry
Smaller data analysis firms may really dig into your industry exclusively and have a good grasp on tailored best practices in data mining.
I recommend: Find these niche firms by checking industry directories (like Business.com’s
health care IT consulting listings) or trade publications (like
Insurance Networking News).
Some examples of focused data mining service firms:
Deep Web Technologies for science and R and D and
Frogfish Solutions for the garment industry.
Tips & Tactics
Helpful advice for making the most of this Guide
- The old IT adage "garbage in, garbage out" still applies; data mining services can't make up for sloppy record keeping in your database.
- Data mining answers questions, but you have to ask them first; it won't sit watching your database and send you an email when it notices a new trend.
- One key issue to settle with your data mining services provider is how you want to see data displayed. One solution is a "dashboard" displaying key metrics.
The official source of Data Mining Services is the Data Mining Services page at Business.com
Featured Vendors
Data Mining ConsultantsBusiness technology search site offering software, service, reseller and hardware information on thousands of IT solutions.
www.knowledgestorm.com
Natural Language Processing SoftwareBasis Technology provides software solutions for extracting meaningful intelligence from unstructured multilingual text.
www.basistech.com
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