
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
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
01/06/2026
January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026
Throughout the week, Dolby brings to life the latest innovatio...
02/05/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
01/05/2026
January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...
17/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/04/2026
Cobalt Digital and SineSix Media Partner to Transform Accessibility Compliance into a More Engaging Viewer Experience at NAB Show 2026
Collaboration integrates...
17/04/2026
Strengthening Appear's North America team with a new Vice President of Business Development
Appear ASA (Appear, OSE: APR), a global leader in live producti...
17/04/2026
New framework helps broadcasters, streaming platforms, and sports organizations apply AI to live video for monetization, metadata, highlights, and downstream wo...
17/04/2026
New whitepaper gives broadcasters and OTT operators independent, codec-by-codec evidence that the VisualOn Optimizer transforms viewer quality of experience.
V...
17/04/2026
Blackmagic Design Announces New Blackmagic URSA Cine Immersive 100G
Brie Clayton April 17, 2026
0 Comments
World's first immersive cinema camera f...
17/04/2026
NAB 2026: Vubiquity and Eluvio Showcase Streaming Solution that Significantly Re...
17/04/2026
What Makes a Good Marathon Running Playlist? We asked Xander Dawson, an eighth-semester saxophone major at Boston Conservatory running the Boston Marathon thi...
17/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/04/2026
At NAB Show 2026, PTZOptics (Booth N1902) will showcase a live sports streaming demo created in collaboration with Moondream, offering a new look at how Visual ...
17/04/2026
The Eindhoven University of Technology is a research university in the Netherlands spanning 25 buildings, specialising in engineering, science and technology. D...
17/04/2026
Documentary Editor - US, Remote
Brie Clayton April 17, 2026
0 Comments
Documentary Editor
April 13, 2026Freelance Video Cameraman - Los......
17/04/2026
Blackmagic Design Announces New Blackmagic URSA Cine 12K LF 100G
Brie Clayton April 17, 2026
0 Comments
Revolutionary digital film camera brings cinem...
17/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
17/04/2026
Dubformer, the AI-powered dubbing platform, and Adapt, a global leader in AI-driven localization and dubbing solutions, have enabled Goalcast, the inspirational...
17/04/2026
At NAB 2026, Mavis will launch Mavis Studio, a new live production app for iPad that gives creators, broadcasters, and production teams a powerful new way to bu...
17/04/2026
Avid and Google Cloud today announced a multi-year strategic partnership to integrate generative and agentic AI into the media and entertainment industry's...
17/04/2026
At NAB Show, LucidLink will showcase how its platform brings content, people and workflows closer together than ever before, with newly available capabilities a...
17/04/2026
Beth Morrison and Moses Pendleton to be Honored at Boston Conservatory at Berkle...
17/04/2026
Jacob Collier, Jill Scott, and Vinnie Colaiuta to Receive Honorary Doctorates at...
16/04/2026
Appear ASA (OSE: APR) will announce three additions to its X Platform at NAB Sho...
16/04/2026
Harmonic has announced that CentralCast, a centralized master control facility for U.S. public media, has deployed Harmonic's XOS Advanced Media Processor t...
16/04/2026
Interra Systems has announced that Encompass Digital Media has integrated its BA...
16/04/2026
Grass Valley will demonstrate its Media Infrastructure capabilities at NAB Show 2026 (Booth C2408, Central Hall), bringing routing, signal processing, and orche...
16/04/2026
As preparations ramp up for the FIFA World Cup 2026, Verizon has outlined a sweeping connectivity and infrastructure initiative that will underpin broadcast ope...
16/04/2026
Advanced Image Robotics (AIR) has announced its selection for the 2026 MLS Innovation Lab. AIR will work with MLS clubs, players, and executives on automated vi...
16/04/2026
JWX has announced the acquisition of True Anthem, an AI-powered social publishin...
16/04/2026
Jomboy Media and FuboTV Inc. have launched the Jomboy Media Channel, a 24/7 channel available to FuboTV base plan subscribers. The channel, timed to the start o...
16/04/2026
Wave Central, a Domo Broadcast Company (Booth C2820), and EVS Broadcast Equipmen...
16/04/2026
Tata Communications and Formula 1 have released Race Before the Race, the firs...
16/04/2026
DPA Microphones has released a firmware update for its N-Series Digital Wireless...
16/04/2026
Sony's Live Stage at NAB Show 2026 is the place to hear directly from the content creators, end users, and technology experts who are pushing boundaries in ...
16/04/2026
Perfect Game and Youth Prospects have announced a partnership covering broadcast...
16/04/2026
National Collegiate Rugby (NCR) has announced a media rights partnership with Al...
16/04/2026
Audio-Technica has announced two new mid-side (MS) stereo broadcast microphones:...
16/04/2026
PSSI Global Services has announced the acquisition of Beagle Networks, a provider of IT infrastructure and onsite technical support for media and enterprise cus...
16/04/2026
Blackmagic Design has released Blackmagic Camera for iOS 3.3, a free update available now from the Apple App Store. The update will be demonstrated at NAB Show ...