
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 ...
07/10/2026
Dalet, a leading technology and service provider for media-rich organizations, today announced the latest Long-Term Supported (LTS) release of Dalet Flex. Build...
06/09/2026
June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
28/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/07/2026
Encompass Digital Media has been selected by Channel 4, one of the UK's public service broadcasters, to deliver managed linear playout services as part of a...
28/07/2026
Cinegy GmbH, the premier provider of software-defined television technology, has confirmed a new partnership with leading Korean systems integrator and distribu...
28/07/2026
Limecraft today announces version 2026.5 of its AI-powered production platform. Limecraft 2026.5 https://(www.limecraft.com/limecraft-2026-5-multicam-quad-view-...
28/07/2026
X Platform technology enabled a premium UHD viewing experience through a hybrid ground-to-cloud architecture developed with Chilevisi n, ClaroVTR and Pixop
App...
28/07/2026
LiveU, the pioneer in IP-video transmission and cloud-based remote production, today announced it has set historic performance records during the 2026 World Foo...
28/07/2026
dhd.audio announces that its latest generation firmware, Version 10.4, is now available to DHD customers. Version 10.4 introduces expanded configuration capabil...
28/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/07/2026
Brand's Intuitive Metering and Dialogue Tools Improve Efficiency and Maintain Clarity Across Projects Ranging from Sitcoms to Effects Heavy Fantasy Series
...
28/07/2026
TAG Video Systems, a leader in 100% software-based realtime media monitoring, multiviewing and quality control (QC), today announced the latest innovations to i...
28/07/2026
Harvard Athletics Transforms Collegiate Sports Storytelling with AJA Gear
Brie Clayton July 27, 2026
0 Comments
Between the maturation of IP and remot...
28/07/2026
New Live Action Projection Mapping Film Captured with URSA Cine 12K LF
Brie Clayton July 27, 2026
0 Comments
Large format sensor allows Texas Legacy ...
28/07/2026
NVIDIA Agent Toolkit Expands With New Omniverse Libraries, Putting AI Agents to ...
28/07/2026
AI Agents Expand Creative Tools to Millions
Brie Clayton July 27, 2026
0 Comments
Hero image courtesy of Epic Games
Leading creative applications are...
28/07/2026
How Rick Aggeler Built a Music Community for Boston Teens When he was a Berklee student, Aggeler volunteered at the Boys & Girls Clubs of Boston, where he hel...
28/07/2026
RT Raidi na Gaeltachta, RT Radio 1, RT One and RT Player to showcase the best of the reels, rhymes and rambles from Comhaltas Fleadh Cheoil na h ireann 202...
28/07/2026
Through a wide range of perspectives, this documentary looks at how Ireland might navigate one of the defining political questions of the future
Wednesday, Jul...
27/07/2026
The Audio Engineering Society Educational Foundation has named its scholarship and grant recipients for the 2026/2027 academic year. The awards support students...
27/07/2026
ESPN and the Mid-Eastern Athletic Conference (MEAC) have signed a multi-year media rights agreement covering basketball championships and select football and ba...
27/07/2026
Yahoo Sports and Cameo have partnered to allow fantasy football users to book personalized celebrity videos directly within the Yahoo Fantasy app and website. T...
27/07/2026
Eutelsat has welcomed the FCC's order establishing the regulatory framework for the transition of Upper C-band spectrum in the United States. Under the orde...
27/07/2026
ESPN and the International Dance League (IDL) have signed a global rights agreement for the 2026 season. Events will air bi-weekly on ESPN2 at 7 p.m. ET beginni...
27/07/2026
NBCUniversal and YouTube have signed a multi-year global partnership that includes bundling Peacock with YouTube Premium, extending NBCUniversal's distribut...
27/07/2026
Agenda includes presentations from the Miami Heat, Inter Miami, Florida Panthers...
27/07/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, including new deals, departures, and assignments compiled from press releases and repo...
27/07/2026
Ten one-minute shorts will roll out across CBS, The CW, Paramount+ during the 2026 PBR Teams season
PBR is officially moving into scripted animation. The Profe...
27/07/2026
Today the nonprofit Sundance Institute shared the names of this year's cohor...
27/07/2026
New app turns vocal percussion into polished loops
Vochlea, the company behind the voice-to-MIDI instrument Dubler 2, have just announced the launch of a ne...
27/07/2026
Latest MPE-capable instrument completes Pure Trilogy line-up
Sonora Cinematic have just released the third and final instalment in their series of acoustic ...
27/07/2026
Emulates four varieties of optical compression
The latest addition to the fedDSP line-up has just been announced, and packs four distinct optical compressor...
27/07/2026
Optical & FET compressors join 500-series line-up
At our recent GearExpo UK show, we heard from Drawmer that they would soon be launching a pair of new 500-...
27/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
27/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
27/07/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
27/07/2026
Lightware announces SNMPv3-based monitoring support for selected Taurus devices, available from firmware v1.20.0. The update enables IT administrators and AV in...
27/07/2026
Mediagenix, a global leader in smart content solutions to profitably connect the right content to the right audience, will showcase its vision for the Real-Time...
27/07/2026
All episodes available Thursday 6 August on Sky and streaming service NOWMonday ...
27/07/2026
Why Confidence MattersIn this series, we explore the technologies, architectures and operational realities shaping modern media operations. Along the way, we ex...
27/07/2026
Apple today announced AppleCare One - a new way for customers to protect multipl...
27/07/2026
Yesterday witnessed truly memorable scenes in Croke Park, bringing the curtain d...
27/07/2026
Luxembourg, July 27, 2026 - SES, a leading space solutions company, issued the following statement following the U.S. Federal Communications Commission approval...
27/07/2026
Open source software is a critical pillar of the global economy. It underpins cloud computing, financial services, manufacturing, telecommunications, government...
26/07/2026
What is Audio Vivid? A New Destination for Immersive Audio Over the past several years, immersive audio has evolved from a niche production consideration into a...
26/07/2026
The complexity of modern chip design continues to grow as engineering teams work to develop increasingly sophisticated CPUs, GPUs and AI systems. To help meet t...
25/07/2026
New app turns vocal percussion into polished loops
Vochlea, the company behind the voice-to-MIDI instrument Dubler 2, have just announced the launch of a ne...