The data challenge. What it is and how to avoid it.
The data challenge. What it is and how to avoid it.
Most companies, especially large ones, as well as
governments departments, struggle with the amount of data they have accumulated
over the years, either for themselves or for their customers. Most documents fall
into two distinct categories, records and unstructured data. Typically, the
challenges they are confronted with are as follows:
·
How much data is there across multiple platforms?
·
How many duplicates are there across multiple
platforms?
·
Are duplicate, having the same revisions, have the
same content (we should not assume that this is the case)?
·
Is the format readable (old format may not be read
by today’s applications? (e.g. Microsoft Project Plan old files (over 10 years
old files cannot be read with today’s application version)
·
Who owns the data if anybody?
·
Is there any retention associated with the data?
·
Are there any policies in procedures that define?
o Ownership
o Retention
management
o Backups
and disaster recovery
o Document
Control and Management
·
Is the data available on paper, electronic media or
both?
A few organisations will have a better control over
records than they have with unstructured data. This is a shame as the bulk of
their data will mostly be unstructured.
So, the question is why large companies can fall
into this kind of mess? The answers are straight forward, if not embarrassing,
as the roots of the issues are:
·
Sheer volume of information
·
Speed of accumulating new data
·
Lack of effective information management
This lack of proper management of data leads to an unpleasant
reality that may or may not be properly accessed by management. Potential risks
for the organisations are:
·
Driving up the costs of storage
·
Raising the cost of regulatory governance
·
Failing at meeting international Standards (e.g.
ISO 9001)
·
Exposing the company to fines and even in some extreme
case to legal challenges that could lead to imprisonments
·
Negative impact of employees’ productivity
·
Exposing the company to loss of control of the data
(losing hard drives, memory sticks, hacking, etc…)
Although the data challenge generally impacts large
companies, small and medium size ones should be aware of what are the steps not
just to remedy a badly managed situation, but to make sure that they do not
fall into the same situation when they start growing.
The first step is to take a good look at how ineffective
the company-wide information governance is. Once the problems have been found,
then a strategy must be generated, approved and funded to address each one of
them. Such strategy must focus on the creation or update of policies,
procedures and guidelines.
The second step, creating a strategy must be all inclusive
as no data should be left in the dark.
The third step is to get the strategy approved and
funded, thus leading to the creation of a project that will deliver the cure by
delivering sound document control policies and procedures, centralising data,
purging out what is not required any longer, defining ownership, applying retention
management and moving over to automating data transactions (creation, reviews,
approvals, archiving and disposal).
The fourth stage is about ensuring that training of
the employees to the new policies and procedures, to the new ways of working take
place and that a new company culture grows from it.
Finally, the final stage is to keep monitoring, via
audits or automated processes, that failures are taking place.
Some of the topics illustrated in this blog, will
be covered in more details in the future.
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