The PADS Framework for IT Ops Data Integration
March 10, 2016

Gabriel Lowy
TechTonics

Share this

Tech-Tonics Advisors introduced the PADS (Performance Analytics Decision Support) Framework two years ago as a higher-level strategic approach for organizations to ensure user experience and application performance. Our premise was that traditional performance monitoring categories had become outdated, and that myriad tools were exacerbating complexity and frustration with incompatible consoles that were generating too many false positives.

The twin missions of the PADS Framework are to:

1. facilitate communication and collaboration among IT and business teams to proactively anticipate, identify and resolve application performance and user experience problems across the entire application delivery chain.

2. enable IT to orchestrate and manage internally and externally sourced services efficiently to improve decision-making and business outcomes.

A study we conducted in the fall of 2014 revealed that among S&P 500 companies, those that take a unified approach to gain better visibility into user experience outperform their peer group in revenue growth, profitability and market valuation. We also found that companies with a unified approach deploy a fewer number of tools. This suggests that a higher level of efficiency with IT Ops data can drive sustained competitive advantage at lower total cost of ownership (TCO).

This data efficiency stems from better ops data integration. As the application delivery chain has extended to the cloud, specialized tools have emerged to monitor cloud-based and mobile apps. Since no one monitoring platform exists that does it all, the idea behind the PADS Framework is to holistically integrate real-time streams of machine data and other types of big data from newer tools with IT ops data from traditional monitoring solutions to provide physical and logical knowledge of the computing environment.

The Key is Data Integration

It’s one thing to reduce the number of tools the team uses; it’s much more of a commitment to integrate the data these tools generate. Data integration is labor intensive and time consuming. IT teams get bogged down trying to integrate data from different tools. They end up spending more time writing scripts preparing data for analysis than gaining real-time insights into user experience and application performance.

Extended mean time to repair/resolution (MTTR) undermines employee engagement and customer satisfaction and loyalty. The cost of downtime for a business critical application can be upwards of $1 million per hour, depending on the industry. It also exposes the company to cyberattacks. The fallout of poor performance can cost the company customers, fines for non-compliance and reputational damage that can take much longer to restore.

Modern integration tools automate much of the cleansing, matching, error handling and performance monitoring that IT Ops teams often struggle with manually. Application governance allows teams to implement a standardized approach to integrating diverse data sets, including those from SaaS applications and IaaS or PaaS clouds.

Application governance can be viewed as the sister of data governance. Data governance is based on bringing IT and business teams together to define common data definitions and data management best practices. The goal is to ensure that users have access to the highest quality data at the point of decision to optimize business outcomes.

Application governance does the same thing for the apps that drive the data. In concert with application governance, the PADS Framework also promotes DevOps best practices by breaking down IT data silos to promote better communication and collaboration while consolidating multiple functions often performed separately.


Source: Tech-Tonics Advisors

Conclusion

As the pace of business accelerates, companies are under increasing pressure to ensure that the right users have access to the right data in the right format – at the point of decision. This has become an acute need with more companies incorporate cloud, mobile and social into computing architectures, business plans and processes.

But companies cannot leverage modern applications if user experience is sub-par. In today’s software-defined economy, it’s no longer adequate for apps to work; they’ve now got to work to user expectations. Regardless of whether all indicators show IT that the app is performing to expectation, or key performance indicators (KPIs), the end user is the final arbiter of application performance. If the user experience is unsatisfactory, business will suffer.

As part of taking a strategic approach to user experience and application performance, IT teams also need to treat data integration more strategically. This is vital to leveraging monitoring tools, particularly as the definition of “user experience” expands in the age of the Internet of Things (IoT) machine-to-machine communications.

The PADS Framework can help IT teams think about how to integrate IT ops data to gain essential insights into user experience. Through a unified approach to performance analytics, IT can help their companies leverage technology investments to discover, interpret and respond to the myriad events that impact their operations, security, compliance and competitiveness.

A more operationally efficient IT team enables businesses to act on intelligence gained from unified performance analytics and operational intelligence. Understanding key fundamental business drivers and working in concert with application owners – and each other – IT teams can meet end-user performance expectations to facilitate strategic initiatives and positively impact financial results.

Gabriel Lowy is the founder of TechTonics Advisors, a research-first investor relations consultancy that helps technology companies maximize value for all stakeholders by bridging vision, strategy, product portfolio and markets with analysts and investors
Share this

The Latest

April 23, 2024

While most companies are now deploying cloud-based technologies, the 2024 Secure Cloud Networking Field Report from Aviatrix found that there is a silent struggle to maximize value from those investments. Many of the challenges organizations have faced over the past several years have evolved, but continue today ...

April 22, 2024

In our latest research, Cisco's The App Attention Index 2023: Beware the Application Generation, 62% of consumers report their expectations for digital experiences are far higher than they were two years ago, and 64% state they are less forgiving of poor digital services than they were just 12 months ago ...

April 19, 2024

In MEAN TIME TO INSIGHT Episode 5, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses the network source of truth ...

April 18, 2024

A vast majority (89%) of organizations have rapidly expanded their technology in the past few years and three quarters (76%) say it's brought with it increased "chaos" that they have to manage, according to Situation Report 2024: Managing Technology Chaos from Software AG ...

April 17, 2024

In 2024 the number one challenge facing IT teams is a lack of skilled workers, and many are turning to automation as an answer, according to IT Trends: 2024 Industry Report ...

April 16, 2024

Organizations are continuing to embrace multicloud environments and cloud-native architectures to enable rapid transformation and deliver secure innovation. However, despite the speed, scale, and agility enabled by these modern cloud ecosystems, organizations are struggling to manage the explosion of data they create, according to The state of observability 2024: Overcoming complexity through AI-driven analytics and automation strategies, a report from Dynatrace ...

April 15, 2024

Organizations recognize the value of observability, but only 10% of them are actually practicing full observability of their applications and infrastructure. This is among the key findings from the recently completed Logz.io 2024 Observability Pulse Survey and Report ...

April 11, 2024

Businesses must adopt a comprehensive Internet Performance Monitoring (IPM) strategy, says Enterprise Management Associates (EMA), a leading IT analyst research firm. This strategy is crucial to bridge the significant observability gap within today's complex IT infrastructures. The recommendation is particularly timely, given that 99% of enterprises are expanding their use of the Internet as a primary connectivity conduit while facing challenges due to the inefficiency of multiple, disjointed monitoring tools, according to Modern Enterprises Must Boost Observability with Internet Performance Monitoring, a new report from EMA and Catchpoint ...

April 10, 2024

Choosing the right approach is critical with cloud monitoring in hybrid environments. Otherwise, you may drive up costs with features you don’t need and risk diminishing the visibility of your on-premises IT ...

April 09, 2024

Consumers ranked the marketing strategies and missteps that most significantly impact brand trust, which 73% say is their biggest motivator to share first-party data, according to The Rules of the Marketing Game, a 2023 report from Pantheon ...