Tag Archives: Lean

Garbage In, Treasure Out: Real-World Use Cases

Last week I described how Informatica Identity Resolution (IIR) can be used to match data from different lists or databases even when the data includes typos, translation mistakes, transcription errors, invalid abbreviations, and other errors.  IIR has a wide range of use cases.  Here are a few. (more…)

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Posted in Big Data, Data Governance, Data Integration, Enterprise Data Management, Identity Resolution, Integration Competency Centers | Tagged , , | Leave a comment

Integration Gives You Muscle. Data Integration with Event Processing Gives You 6-Pack Abs.

6Packabs

Everyone knows that Informatica is the Data Integration company that helps organizations connect their disparate software into a cohesive and synchronous enterprise information system.  The value to business is enormous and well documented in the form of use cases, ROI studies and loyalty / renewal rates that are industry-leading.

Event Processing, on the other hand is a technology that has been around only for a few years now and has yet to reach Main Street in Systems City, IT.  But if you look at how event processing is being used, it’s amazing that more people haven’t heard about it.  The idea at its core (pun intended) is very simple – monitor your data / events – those things that happen on a daily, hourly, minute-ly basis and then look for important patterns that are positive or negative indicators, and then set up your systems to automatically take action when those patterns come up – like notify a sales rep when a pattern indicates a customer is ready to buy, or stop that transaction, your company is about to be defrauded.

Since this is an Informatica blog, then you probably have a decent set of “muscles” in place already and so why, you ask, would you need 6 pack abs?  Because 6 packs abs are a good indication of a strong musculature core and are the basis of a stable and highly athletic body.  It’s the same parallel for companies because in today’s competitive business environment, you need strength, stability, and agility to compete.  And since IT systems increasingly ARE the business, if your company isn’t performing as strong, lean, and mean as possible, then you can be sure your competitors will be looking to implement every advantage they can.

You may also be thinking why would you need something like Event Processing when you already have good Business Intelligence systems in place?  The reality is that it’s not easy to monitor and measure useful but sometimes hidden data /event / sensor / social media sources and also to discern which patterns have meaning and which patterns may be discovered as false negatives.  But the real difference is that BI usually reports to you after the fact when the value of acting on the situation has diminished significantly.

So while muscles are important to be able to stand up and run, and good quality, strong muscles are necessary to do heavy lifting, it’s those 6 pack abs on top of it all that give you the mean lean fighting machine to identify significant threats and opportunities amongst your data, and in essence, to better compete and win.

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Posted in CIO, Complex Event Processing, Data Integration, Data Integration Platform, Operational Efficiency, Real-Time | Tagged , , , , , , , , , | Leave a comment

Four Key Metrics To Hold Outsourced Suppliers Accountable

Whether you are establishing a new outsourced delivery model for your integration services or getting ready for the next round of contract negotiations with your existing supplier, you need a way to hold the supplier accountable – especially when it is an exclusive arrangement. Here are four key metrics that should be included in the multi-year agreement. (more…)

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Posted in CIO, Customer Services, Data Governance, Data Integration, Enterprise Data Management, Integration Competency Centers, Professional Services | Tagged , , , , , , | Leave a comment

From RASP to Agile

If you have been following publications in the Potential at Work Community or any number of Linkedin discussions such this one on the DrJJ group (a think-tank for information management best practices), you will have noticed the Agile methodology topic come up time and time again. For instance, check out the article Architect Your Way From Sluggish to Speed or the video Focus on Agility Adaptability.  It hasn’t always been this way. For many years the architectural focus was on RASP.

(more…)

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Posted in Data Integration, Enterprise Data Management, Integration Competency Centers | Tagged , , , , , | Leave a comment

Calling All Architects To Join A New Career-focused Community

In the Information Age we live and work in, where it’s hard to go even one day without a Google search, where do you turn for insights that can help you solve work challenges and progress your career?  This is a tough question.  How can we deal with the challenges of information overload – which some have called information pollution? (more…)

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Posted in Big Data, Business Impact / Benefits, Business/IT Collaboration, Data Governance, Data Integration, Data Integration Platform, Data Services, Enterprise Data Management, Governance, Risk and Compliance, Integration Competency Centers, Pervasive Data Quality | Tagged , , , , | 1 Comment

Dear Business: Please Stop Changing Requirements

So might read the subject line in a memo to business users from IT staff responsible for implementing a new application system.  Changing requirements in a project is one of the most frustrating (for both business and IT staff) and time-consuming activities in a large project; so much so that sometimes it is the cause of massive project delays or even cancellation. But there is something wrong with the subject line; it presumes that the business users are to blame.  They are not. Let’s explore the real root causes and the solutions to them. (more…)

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Posted in Business/IT Collaboration, Integration Competency Centers | Tagged , , , , , | Leave a comment

Get Your Data Butt Off The Couch and Move It

Data is everywhere.  It’s in databases and applications spread across your enterprise.  It’s in the hands of your customers and partners.  It’s in cloud applications and cloud servers.  It’s on spreadsheets and documents on your employee’s laptops and tablets.  It’s in smartphones, sensors and GPS devices.  It’s in the blogosphere, the twittersphere and your friends’ Facebook timelines. (more…)

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Posted in Application ILM, B2B, Big Data, Cloud Computing, Complex Event Processing, Data Governance, Data Integration, Data Migration, Data Quality, Data Services, Data Transformation, Data Warehousing, Enterprise Data Management, Integration Competency Centers | Tagged , , , | Leave a comment

Architects: Your Greatest Impact Is On Integration Systems

Do you have a buy versus build architectural principle?  If so, why do you have so many developers (or armies of consultant programmers) in your IT organization? While some of them may be developing web apps or functional extensions to purchased applications, for the most part they are doing integration development. They are probably building fine-grained web services to access data resources, or coarse-grained services that provide some useful business function, or process orchestration  solutions to automate long-running business processes, or data migration in support of application modernization, or data synchronization in support of a data warehouse or master data management solution.  The list goes on.  In short, you are an integration shop. (more…)

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Posted in Business Impact / Benefits, Data Integration, Data Integration Platform, Enterprise Data Management, Integration Competency Centers, Operational Efficiency | Tagged , | Leave a comment

There Is A Silver Bullet – Really!

Last month in The Biggest Dirty Little Secret in IT I highlighted a disturbing phenomenon – that in highly data-driven organizations that have large IT departments, as they get larger they become less efficient.  In short, diseconomies of scale begin to creep in which slow down processes and drive up costs. The article went on to identify the root cause as a high degree of manual IT processes which don’t scale well. The question I will address in this article is what can we do to tackle the problem, and what is it worth? (more…)

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Posted in Banking & Capital Markets, Business Impact / Benefits, CIO, Data Integration, Data Integration Platform, Enterprise Data Management, Integration Competency Centers | Tagged , , | 2 Comments