
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...
10/05/2026
Berklee Honors Jacob Collier, Jill Scott, and Vinnie Colaiuta at 2026 Commenceme...
10/05/2026
RT ALL-IRELAND DRAMA FESTIVAL WINNERS ANNOUNCED DURING GALA AWARDS STREAMED LIVE ON RTE.IE/CULTURE
Kilmeen Drama Group hailing from Rossmore, Co. Cork Scoops ...
09/05/2026
New desktop instrument focused on tactile performance
Bastl Instruments have announced Kalimba, a new desktop instrument that combines physical modelling, F...
09/05/2026
Compact sampling workstation gains new features
1010music have announced blackbox 2, a new version of their compact standalone sampler designed for DAWless ...
09/05/2026
New SoundApp ARA Plugin Transforms Boris FX CrumplePop
Jessie Electa Petrov May 9, 2026
0 Comments
CrumplePop 2026.5 streamlines music, voice, and cin...
09/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/05/2026
NBC's 9:16 live-production workflows power Courtside Live, Rinkside Live, Vi...
08/05/2026
Native 1080p HDR productions will rely on a mix of remote workflows from Bristol and Los Angeles
Despite another prosperous WNBA season in 2025, there was no g...
08/05/2026
In-venue and creative video staffers at the professional and collegiate level ha...
08/05/2026
Players Era, an EverWonder Studio company, and ESPN have announced a multi-year ...
08/05/2026
BFBS (British Forces Broadcasting Service) has announced the selection of Syname...
08/05/2026
UFC and Joe Hand Promotions, UFC's exclusive commercial distributor in the U...
08/05/2026
Ease Live, an Evertz company, has announced it has been granted US Patent No. 12,556,777 for its graphical overlay technology for interactive live streaming. Th...
08/05/2026
Ateme has announced that VTVcab has deployed Ateme's OTT platform to power its VTVprime streaming service in Vietnam. The deployment covers live and on-dema...
08/05/2026
Amagi has announced the availability of its In-Content Ads offering via the Amagi ADS PLUS marketplace, providing programmatic access to ad formats inserted dir...
08/05/2026
Young broadcaster will deploy 11-camera complement on large chunk of games, At ...
08/05/2026
Ratings Roundup is a rundown of recent rating news and is derived from press rel...
08/05/2026
FOX Sports, America's English-language home for the FIFA World Cup 2026, and...
08/05/2026
Molly Gordon and Ben Platt appear in Theater Camp. (Courtesy of Searchlight Pictures)
By Lucy Spicer
Her character is the beloved founder of the AdirondACTS...
08/05/2026
One-button synth generates random four-track ideas
Cyma Forma and French artist Bambounou have announced RND synth, a compact hardware synthesizer built aro...
08/05/2026
Portable four-layer granular and sampling instrument
Tasty Chips have announced the GR-2, a new granular synthesizer and sampling instrument that combines e...
08/05/2026
Video Show Report
Video of SUPERBOOTH 26: Polyend Drums
Polyends big announcement for Superbooth 2026 is the Drums, a new drum machine that features both ...
08/05/2026
Deal agreed as NI enters new chapter
Native Instruments CEO Nick Williams has announced that a definitive agreement has been signed for the company to be ac...
08/05/2026
Video Show Report
Video of SUPERBOOTH 26: Erica Bullfrog Drums
The Bullfrog Drums is the latest collaboration between Erica Synths and Richie Hawtin, and ...
08/05/2026
In our latest blog, Tim Pearson reflects on the recent launch of Play Snooker, the new digital home of snooker by the World Professional Billiards and Snooker A...
08/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/05/2026
Riedel Communications today announced its return as a sponsor of the Glasgow 2026 Commonwealth Games, where the company will serve as the Official Connectivity ...
08/05/2026
For the second straight year, Miri Technologies Inc. has been honored with a pair of coveted awards at the broadcast, media and entertainment industry's pre...
08/05/2026
Nine Alumni Nominated for Tony Awards More than 20 alumni contributed to this year's Tony-nominated productions.
May 7, 2026
By
Tori Donahue
Boston Co...
08/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/05/2026
Liberty University on why broadcast technology isn't just a technical invest...
08/05/2026
COW Jobs: UGC, On-Camera Video Content
Brie Clayton May 7, 2026
0 Comments
UGC, On-Camera Video Content
April 17, 2026Documentary Editor - US,......
08/05/2026
Pete reunites with Dogs Trust for a fourth series and a two-part overseas special
London, Friday 8th May 2026: The award winning factual entertainment series P...
08/05/2026
Wuppertal May 8, 2026
Riedel to Support Glasgow 2026 as Official Connectivity Integration Provider Riedel Communications today announced its return as a spons...
08/05/2026
Back to All News
Netflix Announces Standalone Sequel to Global Hit La Palma
Entertainment
08 May 2026
GlobalDenmarkFinlandNorwaySweden
Link copied to clipb...
08/05/2026
ICG is excited to share news of our official launch in Northern Ireland, marking a significant milestone in the agency's growth.
Led by Digital Marketing M...
08/05/2026
Over the past ten years, Thames Water, in partnership with Arqiva, has installed more than 1.2 million smart meters, creating one of the most extensive advanced...
07/05/2026
Journalists reporting on Sudan are working in one of the most complex and fast-m...
07/05/2026
Multi-year partnership positions Victory+ as a free home for Dallas Cowboys orig...
07/05/2026
From sideline reporting to directing and producing, the talented sophomore is building a well-rounded foundation for a career in live sports production
In the ...
07/05/2026
Cobalt Digital has received two Future Best of Show awards at NAB Show 2026. The COBALT blueCORE platform was recognized by TV Tech, and the COBALT PACIFIC ULL-...
07/05/2026
ESPN analyst Mina Kimes will host the televised semifinals and finals of the 202...