In my previous blog, I shared why I felt that advanced IT analytics (AIA) is both an area of intense innovation, while at the same time a set of technologies that are truly coming of age. No longer just a technological curiosity, AIA solutions are already transforming many IT organizations for the better.
As I also mentioned in last week's column, for our AIA Buyer's Guide we interviewed more than 20 deployments to help us better assess vendor strengths and limitations. So given the abundance of riches to work with, I've decided to illustrate several of the more prominent AIA benefit categories with actual real-world comments.
Toolset Consolidation and Mean Time to Repair
These are probably the two most preeminent values we saw from the thirteen vendors we evaluated for our buyer's guide. And to be honest this is also what we expected. AIA solutions can deliver impressive value in breaking through siloed introversion, to promote more data sharing — with much enhanced proactive relevance. Moreover, AIA solutions generally do this by providing a common layer of insight that promotes toolset consolidation — either by replacing many redundant or unnecessary siloed tools, or by assimilating leading indicators so that toolsets of secondary value can be dispensed with.
Here are just a few of many quotes to illustrate this:
We are moving to replace all the point solutions in the environment with our AIA toolset. This has the added benefit of saving us money on licenses as we eliminate unneeded, overlapping tools.
Technology company supporting federal health services
We estimate that we will save about $500,000 in toolset consolidation in monitoring. In terms of mean time to resolution (MTTR), we were averaging 2.5 hours per incident before. Now it's down to 38 minutes — a time reduction approaching 500%.
Global digital services company
The move to AIA allowed us to unify our operations team with a single-pane-of-glass view and drill-down so that we could share information more effectively. In the past we caught only 3% of our problems proactively. That percentage went up to 88%. Mean time to repair dropped from hours to as low as 12 minutes, and we are now able to automate resolutions to known issues.
Global provider of Internet-based entertainment
Unifying IT with Improved Levels of Efficiency
As a corollary to toolset consolidation and improved MTTR, AIA solutions also provide a common fabric for IT teams to work more effectively together. As I pointed out last week, this is not necessarily limited to operations — it can often include other parts of IT and business stakeholders, as well.
Our stakeholders overall are loving [the AIA solution] with dramatic reductions in mean time to repair. This includes our DevOps teams—who are able to consume the data at a quick pace and almost instantaneously make adjustments to the development process. In the future, we're hoping to get more support for SecOps, with more integrated insight across security and operations—as we continue to get more and more of our IT stakeholders engaged.
Large government agency in the Pacific Rim
We are enjoying accelerated levels of correlation, automation, and information integration. We are also able to support more projects and more business opportunities without increasing headcount. It is enabling us to prepare for reaching more effective ways of working as an organization in the future.
Large European telecommunications service provider
Improved Business Awareness with Improved Business Outcomes
Not all AIA solutions are yet focused on business outcomes and business performance, but a growing number are. EMA believes this is a high growth opportunity for AIA overall, in better aligning IT with business needs and business values, and maximizing both IT and business performance.
With our AIA solution we were able to gain a complete understanding of how all our business transactions were performing at one level and map this to critical business milestones at another level so that we were able to fully correlate business performance with transactional outcomes and requirements for compliance.
Large North American financial services company
Rather than just looking proactively at different data, which was itself of value, with our new solution we were able to take that up a level and relate what was happening to business outcomes and business objectives. That caught our attention. And it was good for our business because most CIOs we sell to are focused on business outcomes.
North American managed services provider
Capacity Insights and Capacity Optimization
This is an example of a more specialized area within the broader AIA arena—at least among the thirteen vendors we examined. While almost all had valuable data and insights that could be applied to capacity planning, fewer than half offered capabilities, either directly or through fully supported integrations, for in-depth capacity optimization, and in some cases even including cost-related concerns.
We are able to gather data like saturation rates on 100% of our virtual machines. The lack of visibility into these services had been a huge problem for us, but now we have not only data but actionable information for managing those critical services. And the list goes on.
US health services company
When we roll up the information into "this product engineering team is running compute resources at 30 percent utilization," then everybody understands how well their money is being spent. I like to say, "We are taking the IT-speak out of the boardroom." For us, CapEx spending on additional compute infrastructure has decreased 25 percent this year. We expect it to go down another 30-40 percent next year.
International shipping company
There are many other benefits to AIA, some of which are implied in the above comments. These range from significant values in assimilating both public and private cloud resources, and support for DevOps, for SecOps (integrated security and operations), and even for the Internet of Things (IoT).
For more insight into what's really going on with leading innovators in AIA, I invite you once again to listen in on my on-demand webinar. And in the meantime, I welcome your comments and questions at firstname.lastname@example.org.
Read the third blog in the series about AIA: 10 Points for Succeeding in Advanced IT Analytics (AIA) Adoption
Use of artificial intelligence (AI) in digital commerce is generally considered a success, according to a survey by Gartner, Inc. About 70 percent of digital commerce organizations surveyed report that their AI projects are very or extremely successful ...
Most organizations are adopting or considering adopting machine learning due to its benefits, rather than with the intention to cut people’s jobs, according to the Voice of the Enterprise (VoTE): AI & Machine Learning – Adoption, Drivers and Stakeholders 2018 survey conducted by 451 Research ...
AI (Artificial Intelligence) and ML (Machine Learning) are the number one strategic enterprise IT investment priority in 2018 (named by 33% of enterprises), taking the top spot from container management (28%), and clearly leaving behind DevOps pipeline automation (13%), according to new EMA research ...
Although Windows and Linux were historically viewed as competitors, modern IT advancements have ensured much needed network availability between these ecosystems for redundancy, fault tolerance, and competitive advantage. Software that offers intelligent availability enables the dynamic transfer of data and its processing to the best execution environment for any given purpose. That may be on-premises, in the cloud, in containers, in Windows, or in Linux ...
TEKsystems released the results of its 2018 Forecast Reality Check, measuring the current impact of market conditions on IT initiatives, hiring, salaries and skill needs. Here are some key results ...
Retailers that have readily adopted digital technologies have experienced a 6% CAGR revenue growth over a 3-year period, while other retailers that have explored digital without a full commitment to broad implementation experienced flat growth over the same period ...
As businesses look to capitalize on the benefits offered by the cloud, we've seen the rise of the DevOps practice which, in common with the cloud, offers businesses the advantages of greater agility, speed, quality and efficiency. However, achieving this agility requires end-to-end visibility based on continuous monitoring of the developed applications as part of the software development life cycle ...
I believe that in the UK and US there is a lack, nay absence, of pragmatic computing education which matches the needs of the current business world of information technology (IT) ...
Half (52%) of consumers worldwide are now using Internet of Things (IoT) devices, yet 64% of those have already encountered performance issues – according to a global survey of 10,000 consumers conducted by Dynatrace ...