
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 ...
25/04/2026
Mediagenix Sweeps 2026 NAB Awards With Wins for Product of the Year and Best of ...
25/04/2026
SCHOEPS Microphones Announces Desert Island Boom Set for NAB 2026
Brie Clayton April 24, 2026
0 Comments
Compact modular set ideal for location sound ...
25/04/2026
Berklee Africana Studies Hosts Gospel Extravaganza 2026 The Signature Series event will honor three new inductees to the Berklee Gospel Hall of Fame and celeb...
25/04/2026
Student Spotlight: Siva Maja Gierszewska, who performs under the artist name Siva, shares how she found her songwriting confidence at Berklee.
April 24, 2026...
25/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
24/04/2026
Churchill Downs Inc. (CDI) has announced a definitive agreement to acquire the intellectual property of the Preakness Stakes and Black-Eyed Susan Stakes from 1/...
24/04/2026
Daktronics has partnered with DCL (Design Communications, Ltd.) to design, manuf...
24/04/2026
Chyron has announced PRIME Translate, a workflow solution that produces live content simultaneously in multiple languages within the PRIME platform. The system ...
24/04/2026
Eutelsat has announced a new partnership with Co-op Cable, introducing an expand...
24/04/2026
Pitch Dublin, an indoor golf simulation and hospitality venue on Dawson Street i...
24/04/2026
G&D and VuWall have announced two senior leadership appointments, effective Apri...
24/04/2026
Victory , the free sports streaming service from A Parent Media Co. Inc. (APMC), has announced a multi-year agreement to become the exclusive local streaming ho...
24/04/2026
The former business major from Massachusetts has found his home in graphics and bug operation while contributing to live ESPN productions
In the live-sports-vi...
24/04/2026
The Mid-Atlantic Sports Network (MASN) and Spectrum have announced a multiyear carriage agreement making MASN available to Spectrum customers in areas of southe...
24/04/2026
The NFL Draft is rebuilt from the ground up in a new city every year. The three-day fan festival is expected to draw 500,000 or more attendees, with millions fo...
24/04/2026
Diversified has continued expansion of its sports and media capabilities to supp...
24/04/2026
NAB reports that the 2026 NAB Show wrapped with more than 58,000 registered atte...
24/04/2026
Clear-Com has announced significant updates to its Arcadia Central Station and E...
24/04/2026
NAB reports that the 2026 NAB Show wrapped with more than 58,000 registered atte...
24/04/2026
Ratings Roundup is a rundown of recent rating news and is derived from press rel...
24/04/2026
B/R NFL Draft Live' refines the digital giant's productions around footb...
24/04/2026
Study highlights five pillars shaping modern fan engagement as broadcasters reth...
24/04/2026
The 2026 event, the first Draft with NFL Network under the ESPN umbrella, will b...
24/04/2026
In-venue and creative video staffers at the professional and collegiate level ha...
24/04/2026
Integral to the Draft production for three almost decades, the company tells the...
24/04/2026
Championing documentaries that illuminate and expand the artform is at the core ...
24/04/2026
The Peabody Awards spotlight excellent work that endures. This year's winner...
24/04/2026
Earth Day is a chance to reflect on our connection to the natural world. To mark the 57th Earth Day on April 22, Spotify's editors have pulled together a co...
24/04/2026
This past weekend, Spotify was at the heart of the largest literary event in the...
24/04/2026
All data tells a story, and in our case, that story is written by you. To celebrate 20 years of Spotify, we're sharing bite sized moments that capture how t...
24/04/2026
Over the past 20 years, Spotify's look and feel has evolved with the way people use our platform, while ensuring we preserve an intuitive, personal, and fam...
24/04/2026
It's been 20 years since Spotify began, but the real story is what the world chose to play. For the first time, we're unveiling the most streamed artist...
24/04/2026
Whether you're relaxing at home or on the go, Spotify is there across more than 2,000 devices, ready with your favorites or something new to discover. Now, ...
24/04/2026
Nintendo and Spotify are welcoming fans to the Super Mario Bros. 40th anniversary and the release of The Super Mario Galaxy Movie with new playlists and a speci...
24/04/2026
30 October - 1 November 2026
The Audio Engineering Society (AES) have announced that the AES Show 2026 will be held on Halloween weekend - Friday 30 October...
24/04/2026
New closed-back design promises honest' low end
Sennheiser have just announced the launch of a new pair of flagship closed-back headphones which they s...
24/04/2026
Powerful 12-channel hardware sequencer announced
Cre8audio are renowned for their innovative, and often visually striking designs, and although their latest...
24/04/2026
Room correction now supports full 9.1.6 Dolby Atmos setups
The software element of IK Multimedia's room-correction system has just received an update th...
24/04/2026
New content for BBO Tutti & BBO Riffs
VSL have recently introduced some new free content expansions for two of their most popular Big Bang Orchestra Packs: ...
24/04/2026
Rohde & Schwarz to highlight its R&S EVSD1000 UAV-based navigation analyzer at I...
24/04/2026
The National Film and Video Foundation (NFVF) is pleased to announce that the ca...
24/04/2026
ITV's Director of Drama Polly Hill has commissioned six part propulsive, lun...
24/04/2026
The NASA 777 aircraft departs the L3Harris facility in Waco, Texas....
24/04/2026
WASHINGTON, April 23, 2026 - L3Harris Technologies (NYSE: LHX) has closed a $1 b...