Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    data analytics and truck accident claims
    How Data Analytics Reduces Truck Accidents and Speeds Up Claims
    7 Min Read
    predictive analytics for interior designers
    Interior Designers Boost Profits with Predictive Analytics
    8 Min Read
    image fx (67)
    Improving LinkedIn Ad Strategies with Data Analytics
    9 Min Read
    big data and remote work
    Data Helps Speech-Language Pathologists Deliver Better Results
    6 Min Read
    data driven insights
    How Data-Driven Insights Are Addressing Gaps in Patient Communication and Equity
    8 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: Accuracy not just confidence – some thoughts after attending SAS Global Forum 2009
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Business Intelligence > CRM > Accuracy not just confidence – some thoughts after attending SAS Global Forum 2009
Business IntelligenceCRMData MiningPredictive Analytics

Accuracy not just confidence – some thoughts after attending SAS Global Forum 2009

JamesTaylor
JamesTaylor
6 Min Read
SHARE

I spent a couple of days with thousands of SAS users this week at the SAS Global Forum 2009. There were some great sessions and, as usual with SAS, some terrific customer stories and I suspect I will write a couple of posts. This post, though, is about the theme – Leading with Confidence in an Era of Uncertainty.

The idea behind the theme, as I heard it, is that SAS delivers fact-based confidence for your decisions. Solid business analytics (of which more later) replace hunches with facts and take the guesswork out of decisions. While I understand that individual SAS users want to feel confident in their decisions, I think that the companies that use SAS want much more – they want accuracy, better decisions, optimal decisions. Sure, they want to be confident in them too but the confidence is secondary to the need for decisions that are materially, measurably, practically better. Leading with accuracy rather than with confidence.

Multiple speakers brought up the need to “understand data and information quickly” as though this was a business objective in its own right. But I don’t think it is. Businesses need to act on data quickly and accurately (there’s that word again). Understand.…

More Read

What do we call what we do?
AI Creates New Trading Opportunities for Investors Buying Real Estate Stocks
The Math Says Yes, But Human Behavior Says No
Who’s the main competitor to the new method? What’s the catch?
Juice’s Stimulus Bill Explorer


I spent a couple of days with thousands of SAS users this week at the SAS Global Forum 2009. There were some great sessions and, as usual with SAS, some terrific customer stories and I suspect I will write a couple of posts. This post, though, is about the theme – Leading with Confidence in an Era of Uncertainty.

The idea behind the theme, as I heard it, is that SAS delivers fact-based confidence for your decisions. Solid business analytics (of which more later) replace hunches with facts and take the guesswork out of decisions. While I understand that individual SAS users want to feel confident in their decisions, I think that the companies that use SAS want much more – they want accuracy, better decisions, optimal decisions. Sure, they want to be confident in them too but the confidence is secondary to the need for decisions that are materially, measurably, practically better. Leading with accuracy rather than with confidence.

Multiple speakers brought up the need to “understand data and information quickly” as though this was a business objective in its own right. But I don’t think it is. Businesses need to act on data quickly and accurately (there’s that word again). Understanding it is a critical step but not the payoff.

“Deliver the right information to the right person at the right time”. Well yes but why? So that the right decision gets made – that’s the purpose of it all, that’s what adds value to the business. So why not focus on making the right decision and if that means delivering information to the decision maker, great, make sure its the right information etc etc. But perhaps it means putting the right rules in the system or optimizing the constraints correctly or some combination of these things. Decision first, everything else only after.

Stephen Baker spoke about his book Numerati and one of his examples made this point, at least to me. He was talking about his own industry – media – and the challenges analytics are creating for it. In particular he used an example of ad pricing and the need to tie ad pricing to analytics about the impact of the ad. All true but companies just like the one he works for are automating ad pricing using rules (there are lots – color, size, scope etc) already. Using knowledge-worker focused analytics would let a few pricing analysts make analytically based decisions but the business cannot afford to go back to only having a couple of specialized pricing analysts who can calculate the price (that’s why they automated it, after all). Analytics should be fed into that process to alter/influence the pricing rules so that the automated decision is correct but getting this right is going to take more than just analytics, it is going to take decision management with rules and analytics.

Over and over I hear SAS customers talk about the great results they get when they put their predictive analytics to work in operational systems. They use the integration with Teradata, batch scoring, hand-coding of predictive models, loading SAS models into rules engines and more. They understand the power of predictive analytics to improve their bottom line by improving the operational decisions in their business. I am even certain that SAS understands this. Yet somehow this never seems to come up in the core SAS pitch and that worries me.

Confidence is not the issue, accuracy is. Information is not the goal, better decisions are.



Link to original post

TAGGED:eventspredictive analyticssasteradata
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

data analytics and truck accident claims
How Data Analytics Reduces Truck Accidents and Speeds Up Claims
Analytics Big Data Exclusive
predictive analytics for interior designers
Interior Designers Boost Profits with Predictive Analytics
Analytics Exclusive Predictive Analytics
big data and cybercrime
Stopping Lateral Movement in a Data-Heavy, Edge-First World
Big Data Exclusive
AI and data mining
What the Rise of AI Web Scrapers Means for Data Teams
Artificial Intelligence Big Data Exclusive

Stay Connected

1.2kFollowersLike
33.7kFollowersFollow
222FollowersPin

You Might also Like

analytical problem solving skills
AnalyticsBig DataExclusiveJobs

Here Are The Skills You Need To Work With Big Data

7 Min Read
predictive analytics can help tax authorities
AnalyticsBig DataExclusivePredictive Analytics

Finding a Holistic Predictive Analytics Approach to Boost Employee Retention

5 Min Read

What’s The Difference between Data Scientists and Rocket Scientists?

4 Min Read

Predictive Analytics World (PAW) was a great event

3 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

giveaway chatbots
How To Get An Award Winning Giveaway Bot
Big Data Chatbots Exclusive
AI and chatbots
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Go to mobile version
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?