Category Archives: Professional Services
This article explores Agile Data Integration and Business Intelligence practices and contrasts leading practices and technologies. First some definitions.
Agile DI is the application of agile techniques (iterative/incremental development, cross-functional self-organizing teams, rapid/flexible response to change, etc.) to address data integration challenges such as migrating data between systems or consolidating data from multiple systems. Agile BI is the application of agile techniques to address business intelligence challenges such as identifying and analyzing data to support better business decision-making. These two disciplines sometimes overlap or support each other. For example, you might use Agile DI to move data into a data warehouse and Agile BI to get it out of the warehouse in a useful form. (more…)
Last week I wrote about the role of collaborative learning in achieving a transformation to Lean Value Streams. To make it more challenging and take it to the next level, let’s assume that all the people involved in the learning scenario all work for the same company, but they are in different functional groups and may never work together as a team again. In other words, how can the lessons learned by the integration project team be communicated to other project teams? How can we make organizational learning sustainable? (more…)
As a routine matter of delivering care, billing for services and operating their hospitals and physician practices, healthcare providers deal with patient’s protected health information all day, every day. Dealing with the data becomes routine and it’s easy for sometimes onerous security and privacy policies and procedures to be overlooked. While we’d all like that not to be the case, delivering healthcare (and getting paid for it) is a hugely complex undertaking and focusing exclusively on human processes and calling for constant vigilance and attention to detail can only go so far. (more…)
Lean management practices have been applied in recent years to virtually all business functions and processes, including of course Lean Integration. IT architecture is no exception. But what exactly does a Lean Architecture look like and how could you measure its “leanness”? Since there is no generally accepted definition lean architecture, and since I won’t bore you with mine, it might be easier to describe what a non-lean architecture looks like. Or to ask it differently, what are some non-lean approaches to architecture? (more…)
In March of last year I posted a blog here entitled: The Achilles Heel Of Cloud Computing – Data Integration. “In fact, what currently limits the number of cloud deployments is the lack of a clear understanding of data integration in the context of cloud computing. This is a rather easy problem to solve, but it’s often an afterthought.”
So more than a year later, where are we?
While some progress has been made, many cloud computing implementation projects continue to ignore the value of a sound data integration strategy and the use of the right data integration technology. Most paint themselves into a data quality and data synchronization corner, but give them time. (more…)
The CIO of GT Inc. (the fictitious name of a real company) met with his middleware vendor rep to deliver some depressing news.
“We established an outsourced factory delivery model two years ago using the productivity tools that you sold us and we made it our enterprise standard. The factory results however, are discouraging use of your integration platform. Projects are not getting approved by the business because of high costs, or else project teams are working around the standard and building hand-coded solutions. Did I make a mistake in buying your software?” (more…)
Why does one software project cost twice as much as another? Is it because it is developing twice as much functionality as the other? If you contract with two system integrators, how can you tell which one is more productive? In a multi-year outsourcing arrangement, is your supplier getting more or less efficient year over year?
An enduring challenge in the software industry is establishing a standard unit of measurement that expresses the amount of business functionality in a given information system so that questions like these can be addressed. Most organizations have not adopted a formal measure, but of those that have, the most widely accepted measure is function points which were defined by Allan Albrecht in 1979. But are function points an effective metric for integration projects? (more…)
Informatica has been involved in many high value application consolidation projects and naturally our perspective is all about the data – we are interested in its quality, its lineage, its size and shape and how it correlates from one application to another. We provide a range of services to help our customers with this. This is all very important but we also need to think about the larger picture: the application servers, the database servers, shared infrastructure and storage.
Automated [IT infrastructure] discovery is a kind of holy grail – the idea is that you detect all of the servers and inter-server communications happening within a data centre, and somehow you can auto-magically infer business applications and services and all their dependencies. As is so often the case the reality is somewhat more complex – what you actually need to do is then apply lots of filters and human refinements to remove a vast amount of noise so that you end up with a useful and usable model.
One of the major corporate objectives that Informatica tracks every quarter is “Improve Customer Satisfaction”. We look at at variety of metrics – both qualitative and quantitative – relating to how you, our customers, are engaging with us. We evaluate everything from Marketing to our technical support interactions, the critiques from our training courses, the engagement feedback from our professional services and more besides. All of these are reported regularly to our CEO and the Board of Directors.
So, we were delighted to receive an accolade recently in regard to our professional service organization. We were awarded the honor of being “best of the best” in SPI Research’s annual survey. This is very important to us, since I think it reflects our commitment to you – by focusing on differentiating ourselves by delivering the best possible service at all times. You can find the press release announcing the award here. (more…)
This article is one of a series on the topic of Knowledge Transfer, Best Practices, Training and Certification within the Data Integration community. Click here for an overview of the series.
In my previous blogs I wrote abut the various ways in which practitioners can improve their knowledge in Informatica technology. Of course nothing beats hands-on expertise and our certification program will provide proof of such ability. However, certification means nothing unless we all aspire to driving it – this means primarily you, our customers. (more…)