
News Summary:
AppDynamics releases Agents of Transformation 2021: The Rise of Full-Stack Observability, the latest edition of its global research study.
75 percent of global technologists report that the pandemic has created more IT complexity than ever before.
96 percent of technologists recognize that the ability to monitor all technical areas across their IT stack and directly link that performance to business outcomes is now essential.
San Francisco, February 23, 2021 - AppDynamics, a part of Cisco, today released Agents of Transformation 2021:The Rise of Full-Stack Observability, the latest edition of its global research study, exploring the impact of the rapid acceleration of digital transformation created in response to the COVID-19 pandemic and the repercussions for global technologists. The findings reveal a dramatic increase in IT complexity caused by the need for urgent innovation - and the resulting technology sprawl. The research also validates a pressing need for full-stack observability with added business context to help technologists manage the IT estate, cut through the data noise and observe what matters most to their business.
The shift to digital-first business models to weather the storm and minimize the commercial impact of the COVID-19 pandemic, has placed technologists at the forefront of their organizations' response. According to this research, this forced a 3X acceleration1 of digital transformation projects. Unsurprisingly, technologists found themselves under considerable strain, with 89 percent2 reportedly feeling under immense pressure at work and 84 percent3 admitting to having difficulty switching off. Furthermore, many technologists expressed feeling frustrated about work (81 percent)4and experiencing increased levels of conflict with colleagues (63 percent).5
The new research goes on to highlight that rapid digital transformation has added staggering technical complexity throughout IT departments, with technologists listing the following factors as key contributors:
A new set of priorities and challenges (80 percent).6
Technology sprawl and a patchwork of legacy and cloud technologies (78 percent).7
Acceleration to cloud computing (77 percent).8
Multiple, disconnected monitoring solutions (74 percent). 9
This rise in IT complexity has significantly increased the amount of data created across the technology stack, from the application, through the infrastructure to the network and security. With this added complexity, 85 percent of technologists state that quickly cutting through noise caused by the ever-increasing volumes of data to identify root causes of performance issues will represent a significant challenge in the year ahead.10 With 75 percent of those polled stating they are already struggling to manage overwhelming data noise'11, technologists are desperate for a unified solution to enable real-time visibility across the entire IT estate.
95 percent of technologists say having visibility across the whole IT estate is important.12
96 percent point to negative consequences of not having visibility and insights across the whole tech stack.13
While most technologists acknowledge that the ability to monitor the IT stack is important, the overwhelming majority (92 percent)14 say the ability to link technology performance to business outcomes such as customer experience, sales transactions and revenue, will be what's really important to delivering innovation goals over the next year. In addition, almost three quarters (73 percent) fear that the inability to link IT performance with business performance will be detrimental to their business in 202115, and 96 percent acknowledge that the ability to connect full-stack observability with real-time business outcomes will be essential to delivering first-class digital experiences and accelerating digital transformation.16
Rather than searching through the vast amounts of telemetry data that comes with a standard full-stack observability approach, technologists recognize they need to observe what matters by applying a business lens to full-stack observability so they can surface the most impactful information quickly. This business context will enable them to make sense of what's relevant and take action on the most transformative opportunities.
The report also highlights that while technologists are acutely aware that they need to contextualize IT performance with real-time business data, more than half (66 percent) do not have the resources and support they need17, and 96 percent point to at least one barrier their organization must navigate in order to adopt this new approach.18
The stakes have never been higher for technologists and their organizations to get the necessary resources and support in place, with three quarters (75 percent) of technologists saying their organization needs to connect full-stack observability to business outcomes within 12 months in order to remain competitive.19
Full-stack observability is the only way technologists can deal with the sprawling IT estate and increased complexity created by such rapid rates of innovation. But on its own, it's just not enough, said Linda Tong, vice president and general manager, Cisco AppDynamics. Technologists have recognized that without business context, they will quickly find themselves drowning in complexity and data noise. As a part of Cisco, AppDynamics is uniquely positioned to leverage the breadth of Cisco's domain expertise in network, application, infrastructure and security - while also providing the business context they are known for. The AppDynamics Business Observability platform will enable technologists to better prioritize and deliver the biggest impact for their business.
To learn more about full-stack observability and the AppDynamics Business Observability platform, register to
Most recent headlines
11/12/2025
Dalet, a leading provider of cloud-native, end-to-end media workflow solutions, ...
10/12/2025
Sound-Alike Commercials Are Part of Sports' Soundtrack Johnny Cash for Coca-Cola is the latest in a long litany of sonic approximationsBy Dan Daley, Audio ...
10/12/2025
Immersive Sound Is Logical Next Step for Sports VenuesSound-systems suppliers are sanguine, but the market has its challengesBy Dan Daley, Audio Editor
Wednes...
10/12/2025
The Romans Built Arenas for Immersive Sound 2,000 Years AgoThe historic Arena of Nimes in France is still in use todayBy Dan Daley, Audio Editor
Wednesday, De...
10/12/2025
SVG Summit 2025 Preview: Audio Workshop Hits on Immersive, Virtualized, and Next...
10/12/2025
SVG Summit 2025 Technology Exhibits Preview: Audio SpotlightBy SVG Staff
Wednesday, December 10, 2025 - 8:21 am
Print This Story | Subscribe
Story Highlig...
10/12/2025
SVG Europe Audio: Listening to the sounds of powder and ice at Milano Cortina wi...
10/12/2025
Advancements in audio technology: Capturing the atmosphere of live sports By David Davies
Tuesday, November 25, 2025 - 09:27
Print This Story
Although wor...
10/12/2025
Everything smelled of popcorn: The art of bringing the complex sound of esports ...
10/12/2025
Top L-R: Ha-Chan, Shake Your Booty!, Hanging by a Wire, Broken English, Buddy
C...
10/12/2025
For the first time, Spotify is giving users the power to steer the algorithm. Gustav S derstr m, Spotify's Co-President, CPO, and CTO, shares the vision beh...
10/12/2025
L3Harris' new contract for Guided Multiple Launch Rocket System Insensitive ...
10/12/2025
L3Harris Meadowlands system has been designed with an open architecture software system that allows for more flexible and efficient software updates. This capab...
10/12/2025
During this interval, streaming comprised the majority of ad supported TV (46.4%...
10/12/2025
NEWPORT BEACH, Calif. Bitcentral, a provider of production, asset management, playout and streaming workflow solutions, has named technology veteran Rick Arnold...
10/12/2025
TV Tech is delighted to reveal the winners of the 2025 Media & Entertainment: Best in Market Awards....
10/12/2025
BOTHELL, Wash. The Alliance for IP Media Solutions (AIMS), the Video Services Forum (VSF), the Advanced Media Workflow Association (AMWA) and the European Broad...
10/12/2025
In a notable example of how pay TV operators are integrating streaming services into their lineup and using those services to retain or attract subscribers, Dir...
10/12/2025
Today, Chaos builds instant feedback into the viewport, connecting Maya and Houdini to Chaos Vantage's real-time path tracer. Artists can now assess 3D asse...
10/12/2025
Smeup, a key partner for companies engaged in digital transformation, today announced the expansion of its adoption of Cubbit, the first geo-distributed cloud s...
10/12/2025
Mediagenix, a global leader in smart content solutions to profitably connect the right content to the right audience, today announced two significant milestones...
10/12/2025
BEAVERTON, Ore. HDR10+ Technologies, LLC has announced that they will soon begin the licensing and certification of devices, content, and services that support ...
10/12/2025
SMPTE has joined forces with the European Broadcasting Union (EBU) and Entertainment Technology Center (ETC) to publish an updated report on AI and its impact o...
10/12/2025
Clear-Com is pleased to announce the appointment of Kris Koch as Director of Sales - North & South America. In this expanded leadership role, Kris will oversee...
10/12/2025
Mavis today announced the latest version of Mavis Camera (v7.4), a major update to its professional iOS camera app, headlined by the launch of Film Kit - an opt...
10/12/2025
Creamsource, renowned for its Vortex series of cinematic lighting, is laying the groundwork for its next phase of growth with the addition of Markus Zeiler as G...
10/12/2025
Digital Alert Systems, a global leader in emergency communications solutions for media providers, today announced that the DAS3-DC-PS, a new DC power supply opt...
10/12/2025
Riedel Communications today announced it has formed a strategic partnership with Racing Electronics, a premier provider of motorsport communication equipment in...
10/12/2025
#GALSNGEAR is launching two signature leadership retreats in early 2026, designed to equip women in media, entertainment, and technology with the tools to lead...
10/12/2025
Providing worldwide customers with total confidence through transparent, all-inclusive pricing
CVP, one of Europe's leading suppliers of professional video...
10/12/2025
With the Federal Communications Commission working on new rules for the deployment of NextGen TV, next year promises to be an important one for both the future ...
10/12/2025
DENVER Tom Rutledge, director emeritus and former president and CEO of Charter Communications, will be honored with the 2026 Bresnan Ethics in Business Award by...
10/12/2025
NEW YORK Novocap's Cadent has acquired VuePlanner, a YouTube video ad planning, optimization, and measurement company in a deal that will help Cadent expand...
10/12/2025
In preparation for the madness of March, here are some important reminders for scheduling back-to-back Special Playlists.
The first Special Playlist MUST end b...
10/12/2025
10 Dec 2025
VEON's Rising Capital Markets Profile Strengthened by Inclusion...
10/12/2025
10 Dec 2025
VEON Recognized for JazzCash, Kyivstar and Jazz at the World Commun...
10/12/2025
December 10th, 2025
TRIBECA FILMS TO RELEASE THE INDEPENDENT DOCUMENTARY FILM...
10/12/2025
Wednesday 10 December 2025
Sky extends partnership with the Ladies European Tour for a landmark 30th year
Sky and the Ladies European Tour (LET) have announce...
10/12/2025
Wednesday 10 December 2025
Walk-on if you love the darts: James Maddison, Luke ...
10/12/2025
Rohde & Schwarz presents world's first RF power sensor with 0.80 mm RF conne...
10/12/2025
Back to All News
2026 Starts With a Swoon: Kim Seon-ho and Go Youn-jung Lead C...
10/12/2025
Back to All News
Berlin and the Lady with an Ermine Arrives to Netflix on May 15
Entertainment
10 December 2025
GlobalSpain
Link copied to clipboard
THE N...
10/12/2025
It's out of the frying pan and into the sequins for comedian and actor Micha...
10/12/2025
Born That Way airs Thursday 18 December on RT One and RT Player
Born That ...
09/12/2025
2025 Sports Broadcasting Hall of Fame: Pam Oliver, Sideline Icon Who Redefined t...
09/12/2025
SVG Summit 2025 Technology Exhibits Preview, Part 2By Jason Dachman, Editorial Director, U.S.
Tuesday, December 9, 2025 - 7:17 am
Print This Story | Subscr...
09/12/2025
SVG Summit 2025 Preview: Cloud Production Workshop Spotlights Live and Non-Live ...
09/12/2025
Next-generation content protection: Multi-technology security is integral to com...
09/12/2025
CBS Sports Provides One-of-a-Kind Production' for UEFA Champions League Cro...
09/12/2025
Spanish Professional Basketball League Relies on NETGEAR AV, MAM Tech for Seamle...