
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, ...
03/12/2025
ToolsOnAir Composition Builder 2025 Boilerplate
More Details: The Composition Builder 2025 application for macOS enables TV stations and Live Event broadcast...
03/12/2025
ToolsOnAr just:live pro 2025 Boilerplate
More Details: just:live pro 2025 is a Single Channel Live Production Playout solution for video and static or real-t...
03/12/2025
ToolsOnAr just:play pro 2025 Boilerplate
More Details: just:play pro 2025 is a Single Channel automated 24/7 Master Control playout solution with SD, HD and ...
03/12/2025
ToolsOnAr live:cut 2025 Boilerplate
More Details: live:cut is an option to just:in mac pro 2025 and enables multicamera production workflows for up to 16 cam...
03/12/2025
ToolsOnAir Just In Mac Lite NDI 2025 Boilerplate
More Details: The Just In Mac Lite NDI application is a streamlined media capture solution designed specific...
03/12/2025
ToolsOnAir Just In Mac Lite 2025 Boilerplate
More Details: The Just In Mac Lite application is a streamlined media capture solution designed specifically for...
03/12/2025
ToolsOnAir just:in mac pro 2025 Boilerplate
More Details: just:in mac pro is a macOS-based client-server multichannel capture solution to record SDI, HDMI, N...
03/12/2025
Tracy Bonareri Onchoke, Thomson's Young Journalist of the year 2025 is hoping the accolade will be a springboard to more cross-border collaboration between ...
03/12/2025
MLS Cup 2025 Production To Feature Four iPhone 17 Pros as Game-Coverage CamerasStay tuned to SVG on Friday for our in-depth story on this year's MLS Cup pro...
03/12/2025
SVG LIVE! 2025: All Sessions Now Available to Watch on SVG PLAYThe inaugural event placed a spotlight on the exciting world of live entertainmentBy SVG Staff
...
03/12/2025
(L-R) Peter Scriver and Seth Scriver introduce their documentary Endless Cookie for its premiere at the Egyptian Theatre in Park City. (Photo by Andrew H. Wa...
03/12/2025
For the fourth time, Bad Bunny is the most-streamed Wrapped artist on Spotify gl...
03/12/2025
The wait is over. It's time to look back at the audio that defined your year with 2025 Spotify Wrapped, our annual celebration for fans, artists, creators, ...
03/12/2025
Por cuarta vez, Bad Bunny es el Top Artista Global de Wrapped en Spotify, con 19...
03/12/2025
Spotify Wrapped is back, and as always, it's powered by the billions of streams that fans around the world delivered throughout the year. From the artists w...
03/12/2025
Spotify Wrapped is the moment when hundreds of millions of fans around the world...
03/12/2025
With more than 700 million listeners around the world turning to Spotify to soundtrack their lives, it's time to look back at the audio that defined the yea...
03/12/2025
Con m s de 700 millones de oyentes en todo el mundo usando Spotify para acompa ar su d a a d a, es momento de mirar hacia atr s y ver el audio que marc el a o....
03/12/2025
From page-turning thrillers to inspiring memoirs, audiobooks are becoming a core...
03/12/2025
Com mais de 700 milh es de ouvintes em todo o mundo recorrendo ao Spotify para embalar seu dia a dia, chega o momento de revisitar o udio que marcou o ano. Nos...
03/12/2025
Spotify Wrapped celebrates the audio that defined our year, and the annual globa...
03/12/2025
COLUMBIA, Md. Lionsgate and its TV syndicator subsidiary Debmar-Mercury have selected LTN to launch and deliver the new MovieSphereGold all-movie digital networ...
03/12/2025
VIENNA, Austria Video streaming solutions provider Bitmovin and ThinkAnalytics, a provider of AI-powered data analytics for TV, have formed a strategic partners...
03/12/2025
SAN FRANCISCO & THE COLONY, Texas Dolby Laboratories is making what it is calling a new chapter in its retail efforts as part of an agreement with NFM (Nebras...
03/12/2025
MONTREAL Grass Valley has delivered a 4K Ultra-High-Definition (UHD) outside broadcast (OB) truck to Guangdong Radio and Television (GRT), in partnership with B...
03/12/2025
Our users spoke and we listened. December's Maxon One release delivers long-awaited improvements across Cinema 4D, Redshift, ZBrush, and Red Giant.
Whether...
03/12/2025
DHD audio reports a successful 2025 with new additions to its range of broadcast-quality audio production, post-production and routing equipment.
DHD innovatio...
03/12/2025
Grass Valley recently delivered a cutting-edge 4K Ultra-High-Definition (UHD) outside broadcast (OB) truck to Guangdong Radio and Television (GRT), in partnersh...
03/12/2025
CINCINNATI GatesAir has introduced Maxiva XTK, an update to its Maxiva XTE software-defined TV exciter. XTK is a new cost-efficient model primarily developed fo...
03/12/2025
WUPPERTAL, Germany Riedel Communications is partnering with Haivision, a global provider of mission-critical, real-time video networking and visual collaboratio...
03/12/2025
WASHINGTON The Federal Communications Commission has opened a docket for comments on the proposed $6.2 billion Nexstar acquisition for Tegna and set deadlines f...
03/12/2025
MILAN, Italy Brightcove has released seven new features designed to expand global reach, improve audience engagement, enhance live-streaming quality and streaml...
03/12/2025
NEW YORK Great American Media said it plans to launch Pure Flix Familia, a dedicated Spanish-language platform, in 2026....
03/12/2025
SOUTHPORT, Conn. Main Street Sports Group has announced that the FanDuel Sports Network app is now available directly on Vizio and on smart TVs with Vizio OS. T...
03/12/2025
SAN JOSE, Calif. Harmonic has announced that Telia, the second-largest telecom operator in Norway, is modernizing its broadband network with the company's c...
03/12/2025
GREEN BAY, Wis. Sinclair said Jay Zollar, vice president and general manager of WLUK-WCWF here, will retire Dec. 31 after 26 years running the stations. Station...
03/12/2025
Wuppertal December 3, 2025
Riedel and Haivision Join Forces to Advance Wireless Video TransmissionRiedel Communications today announced a new partnership with...
03/12/2025
Back to All News
Netflix Strengthens Longstanding Commitment to Southeast Asia ...
03/12/2025
Breaking the Trend: Small Business Creation Jumps 69% as Entrepreneurs Bet Big on Growth Published on Dec 3, 2025 Categories: Data and insights
LinkedIn Co...
03/12/2025
Tell us a little bit about your job I am a Digital Marketing Executive working on Paid Social, PPC, and Organic Social. I joined the team in May 2025 and am enj...
03/12/2025
SAN JOSE, Calif. and VIENNA - Dec. 3, 2025 - Harmonic (NASDAQ: HLIT) and Normann...
03/12/2025
The top 10 most intelligent open-source models all use a mixture-of-experts arch...
03/12/2025
S an Nollaig
Celebrate 2025's top Irish sporting stars with RT Sport Awards live from RT Studios on RT One and RT Player
RT pays tribute to Ror...
02/12/2025
Case Study: How Mid-Atlantic Sports Network Moved to All-IP Distribution in 60 D...
02/12/2025
2025 Sports Broadcasting Hall of Fame: Lee Corso, Coach, Commentator, FirebrandBy Ken Kerschbaumer
Tuesday, December 2, 2025 - 7:00 am
Print This Story | S...
02/12/2025
SVG All-Stars: Dan Nabors, Senior Director, Remote Engineering, TNT SportsThe veteran tech leader is helping guide Warner Bros. Discovery's at-home' re...
02/12/2025
Epic rematch: DAZN on bringing Eubank Jr v Benn II to spectacular life with 1080...
02/12/2025
National Lacrosse League Opens Season With New Cloud-Based Official Replay-Revie...
02/12/2025
Platinum White Paper: The Cinematic Look in Live Production - Bridging Aesthetic...