HOW TO BECOME A DATA DRIVEN ORGANIZATION
Most companies today claim to be fluent in data, but as with most trends, these claims tend to be exaggerated. Companies are high on data, but what does it mean to be a data-driven company?
"A data-driven company is an organization where every person who can use data to make better decisions, has access to the data they need when they need it. being data-driven is not about seeing a few canned reports at the beginning of every day or week; it's about giving the business decision makers the power to explore data independently, even if they're working with big or disparate data sources."
Vincenzo Quarta Practice Manager at Axiante.
A company needs to meet the following three objectives to qualify.
Considering the increasing complexity of data growing larger in size, changing rapidly and spread between many disparate sources, accessibility alone is not enough.
"Being data-driven is not about seeing a few canned reports at the beginning of every day or week; it's about giving the business decision makers the power to explore data independently, even if they're working with big or disparate data sources. They need to be able to ask questions and receive answers that are based on data before the decision is actually made -- today in many places the executive makes a 'gut-instinct' decision and then looks for the data to justify it. But if data is readily available and easy to analyze and to present in visual form, it becomes an inherent part of the decision-making process -- and that's what makes an organization truly data-driven,"
Silvia Fraschetti from Axiante
Data Readiness and Visualization
"Cognitive technologies allow IT to mine this data and marry it with predictive analytics to provide deeper insights into healthcare (oncology) or sales (support) or supply chain (pulling in weather/IoT data and social media data and log data and fusing it to predict supply and demand trends more accurately). Going forward this is what it will mean to be a data-driven company -- simply reacting to trends in past sales data won't cut it against the competition in this era," said Scott Crowder, CTO and vice president, technical strategy and transformation for IBM Systems.
How to become Data-Driven
According to most experts, the road to data fluency is not easy or glamorous.
To become a data-driven company the belief in the importance of the integrity and quality of information needs to permeate the culture of the company at all levels. It is not enough to start a formal data governance program, becoming data-driven requires a disciplined shift in the mindset of all employees towards maintaining the integrity and quality of their data.
To make sure data is not only in the hands of IT and other data enthusiasts, organizations need to embrace a switch in culture. Most experts agree that business intelligence needs to be in the hands of every decision maker in the company to make sure the entire staff is aligned and fighting the same battles.
“Once the organization is prepared for the switch, there are three key components of becoming a data-driven organization”
Vincenzo Quarta .
HOW TO BECOME A DATA DRIVEN ORGANIZATION
Most companies today claim to be fluent in data, but as with most trends, these claims tend to be exaggerated. Companies are high on data, but what does it mean to be a data-driven company?
"A data-driven company is an organization where every person who can use data to make better decisions, has access to the data they need when they need it. being data-driven is not about seeing a few canned reports at the beginning of every day or week; it's about giving the business decision makers the power to explore data independently, even if they're working with big or disparate data sources."
Vincenzo Quarta Practice Manager at Axiante.
A company needs to meet the following three objectives to qualify.
Considering the increasing complexity of data growing larger in size, changing rapidly and spread between many disparate sources, accessibility alone is not enough.
"Being data-driven is not about seeing a few canned reports at the beginning of every day or week; it's about giving the business decision makers the power to explore data independently, even if they're working with big or disparate data sources. They need to be able to ask questions and receive answers that are based on data before the decision is actually made -- today in many places the executive makes a 'gut-instinct' decision and then looks for the data to justify it. But if data is readily available and easy to analyze and to present in visual form, it becomes an inherent part of the decision-making process -- and that's what makes an organization truly data-driven,"
Silvia Fraschetti from Axiante
Data Readiness and Visualization
"Cognitive technologies allow IT to mine this data and marry it with predictive analytics to provide deeper insights into healthcare (oncology) or sales (support) or supply chain (pulling in weather/IoT data and social media data and log data and fusing it to predict supply and demand trends more accurately). Going forward this is what it will mean to be a data-driven company -- simply reacting to trends in past sales data won't cut it against the competition in this era," said Scott Crowder, CTO and vice president, technical strategy and transformation for IBM Systems.
How to become Data-Driven
According to most experts, the road to data fluency is not easy or glamorous.
To become a data-driven company the belief in the importance of the integrity and quality of information needs to permeate the culture of the company at all levels. It is not enough to start a formal data governance program, becoming data-driven requires a disciplined shift in the mindset of all employees towards maintaining the integrity and quality of their data.
To make sure data is not only in the hands of IT and other data enthusiasts, organizations need to embrace a switch in culture. Most experts agree that business intelligence needs to be in the hands of every decision maker in the company to make sure the entire staff is aligned and fighting the same battles.
“Once the organization is prepared for the switch, there are three key components of becoming a data-driven organization”
Vincenzo Quarta .