
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 ...
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 ...
03/04/2026
Winning in the new media economy: Avid showcases AI-powered, connected intellige...
03/04/2026
NUGEN Audio CEO Dr. Paul Tapper to Lead Presentation About Dialog Intelligibilit...
03/04/2026
NAB Show 2026: PlayBox Neo Highlights Workflow, Security, and IP Advances
Brie Clayton April 2, 2026
0 Comments
PlayBox Neo will showcase the latest i...
03/04/2026
For Taku Hirano, Everything Is Connected From touring and composition to teaching and instrument design, the in-demand percussionist sees it all as one body o...
03/04/2026
Berklee Honors Humberto Ramirez with Master of Latin Music Award The alumnus and acclaimed trumpeter is honored for his influence as a performer, composer, an...
02/04/2026
HBO and NFL Films have announced Hard Knocks: Training Camp with the Seattle Sea...
02/04/2026
Haivision has announced the Makito ONE, a single-blade video encoding and decoding platform, at NAB Show 2026. The platform combines dual-channel video encoding...
02/04/2026
Telestream has introduced UP.Lens, a cloud-based multiviewer and monitoring serv...
02/04/2026
Mark Roberts Motion Control (MRMC) will exhibit at NAB Show 2026 (Booth C5220, April 19-22, Las Vegas Convention Center), marking the company's 60th anniver...
02/04/2026
Net Insight has introduced programmable Trust Boundaries, a feature integrated i...
02/04/2026
Bitmovin has announced support for SGAI (Server-Guided Ad Insertion) in its playback products, using HLS interstitials. SGAI combines elements of client-side an...
02/04/2026
Riedel Communications' SimplyLive RiMotion R12 replay system is supporting B...
02/04/2026
LTN, a managed IP video transport company, and Ateme, a video compression and de...
02/04/2026
Harmonic has announced that TDF, a broadcast infrastructure operator in France, has deployed Harmonic's XOS Advanced Media Processor and ProStream X Video S...
02/04/2026
Eluvio and the United Rugby Championship (URC) have announced first-year results...
02/04/2026
The Kansas City Current and Scripps Sports have announced that ION will broadcas...
02/04/2026
ESPN will debut Courtside at the Women's Final Four Presented by AT&T, an alt-cast airing Friday, April 3 at 7 p.m. and 9:30 p.m. ET on ESPN2, and Sunday, A...
02/04/2026
The Professional Audio Manufacturers Alliance (PAMA) and Shure Incorporated are ...
02/04/2026
ESPN's MegaCast Coverage of 2026 NCAA Women's Final Four Begins Friday, ...
02/04/2026
DAZN has announced the launch of DAZN Playmakers, a global influencer program designed to build a network of sports content creators. The programme will give cr...
02/04/2026
Tony Cole, Jessica Lee shift into new roles reporting to ESPN SVP/Content Operations Chris Calcinari....
02/04/2026
Michigan's Fab Five will reunite for an alternate presentation of the Mich...
02/04/2026
Real-time tracking, virtual production, and Pixar storytelling converge for Apri...
02/04/2026
NASA's long-awaited Artemis II mission has launched four astronauts on a 10-day journey around the moon, marking the first manned launch toward the moon sin...
02/04/2026
(L-R) Molly Belle Wright, Wyatt Solis, and John Magaro appear in Omaha by Cole Webley, an official selection of the 2025 Sundance Film Festival. (Photo courte...
02/04/2026
4 - 11 April 2026
VEMIA's latest gear auction is just around the corner, and there's already a wealth of sought-after instruments and studio gear li...
02/04/2026
Little Labs emulation now available to all
The latest Universal Audio plug-in to become available outside of the company's DSP-powered UAD2 platform has...
02/04/2026
SBS Welcomes Back Cup Fever! For The Biggest FIFA World Cup Ever
2 April, 2026
Media releases
Santo Cilauro, Ed Kavalee and a host of special guests retur...
02/04/2026
Truth. Power. Perspective: NITV's Flagship Current Affairs Programs Return t...
02/04/2026
L3Harris has successfully powered the historic launch of the Artemis II mission, providing propulsion and avionics....
02/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/04/2026
Already deployed extensively by NBC Sports, FOR-A Corporation will demonstrate GoVertical! AiDi, the real-time 9:16 autocropping feature of viztrick AiDi, durin...
02/04/2026
Interra Systems, a provider of end-to-end quality assurance solutions for the digital media industry, announced that Elite Media Technologies has selected its B...
02/04/2026
Harmonic's Media Processing Solutions Maximize Bandwidth Efficiency for Terrestrial Broadcast Delivery
Harmonic (NASDAQ: HLIT) today announced that TDF, a...
02/04/2026
NBC Sports Deploys viztrick AiDi to Stream Live Events in 9:16 Mobile-First Formats with Auto Tracking, Development Signals Strategic Shift for FOR-A
Long reco...
02/04/2026
Evergent will showcase new innovations in subscriber lifecycle management and monetization at NAB Show 2026 (Las Vegas, April 18 22), including:
New advances i...
02/04/2026
Riedel Communications is proud to be part of Binghamton University, State University of New York, Athletics' milestone year, celebrating the university'...
02/04/2026
Encompass Digital Media and Techex have today announced new, fully managed, cloud-native Master Control services designed to meet the growing operational demand...
02/04/2026
Avid today announced it will showcase new innovations designed to help media companies win in the new media economy at NAB Show 2026 (April 18 22, Las Vegas Co...
02/04/2026
PlayBox Neo helps AIS PLAY kick-off premier football content direct to fans
PlayBox Neo has provided MIMO Tech with a brand-new major installation to extend it...
02/04/2026
Globo has transitioned its primary content distribution to Secure Reliable Transport over a fully IP-based managed backbone using Synamedia's Quortex PowerV...
02/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/04/2026
Student Spotlight: Al-Fadl Salem The Danish singer recently performed for the queen of Denmark.
April 1, 2026
By
Editorial Staff
Image by Junia Morrow
Wh...
02/04/2026
Taku Hirano's Career Is Defined by Identity Whether he's performing, composing, teaching, or developing instruments, the do-it-all percussionist sees ...