
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 ...
09/10/2026
September 10 2026, 06:00 (PDT) Dolby Expands Dolby OptiView Platform with New Capabilities at IBC 2026
New Sports Intelligence helps providers better unders...
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...
02/10/2026
Design reflects feedback on graphics introduced for MLB Red Sox and Pirates games
Boston Bruins games on NESN and Pittsburgh Penguins games on SportsNet Pittsb...
02/10/2026
NEP SS7/ST7 anchors Big Ten Saturday Night; nine Peacock games are produced from...
02/10/2026
In-venue and creative video staffers at the professional and collegiate level ha...
02/10/2026
GameTime Productions provided national broadcast production services for the Athletes Unlimited Softball League (AUSL) 2026 season, with coverage distributed ac...
02/10/2026
Audio-Technica has introduced the HP-HBM50x, a genuine replacement headband for the ATH-M50x professional studio monitor headphones. The HP-HBM50x is compatible...
02/10/2026
Advanced Systems Group (ASG) has helped audio professional Steve Schatz design and build Black Lava Studios, a 9.1.6 Dolby Atmos mixing and mastering facility i...
02/10/2026
Cobalt Digital has received Best of Show awards from TV Tech and TVB Europe at IBC2026 for solutions from its PACIFIC compression line.
TV Tech recognized the ...
02/10/2026
ESPN and TMRW Sports have announced a multi-year extension of their U.S. media rights agreement for TGL presented by SoFi. The 2027 TGL season will open Sunday,...
02/10/2026
Devlin Design Group (DDG) and Clickspring Design (CSD) have announced a strategic alliance combining their design capabilities for broadcast, media, workplace, ...
02/10/2026
The National Collegiate Hockey Conference has announced a partnership with CSMG (Collegiate Sports Management Group) making the firm the exclusive representativ...
02/10/2026
Mediaproxy will exhibit at NAB Show New York (Booth 561, Javits Center, October 21-22), demonstrating new AI capabilities in its LogServer compliance platform a...
02/10/2026
Mesh Broadcast Services has installed a Calrec Argo M console in the production area of its Eclipse 40-foot mobile unit, recently moved onto a 2025 Freightliner...
02/10/2026
Vizrt has announced that Richmond AFL has signed on to use Viz Libero Teams for coaching analysis and content creation. The platform provides 3D match analysis ...
02/10/2026
Oak View Group (OVG) has announced Cisco as an Official Technology Partner. Thro...
02/10/2026
Clear-Com has announced that the Audiovisual Training Centre in d , Poland, has installed an Arcadia Central Station as the communications hub for its broadca...
02/10/2026
A major figure in international football, three-time French champion and three-time Ligue 1 top scorer, Sonny Anderson will chair the SPORTEL Awards 2026 Jury. ...
02/10/2026
California-based Bantaray Mobile Sports Production has built its mobile producti...
02/10/2026
Overtime has announced a new strategic investment led by Eldridge Capital Management. Eldridge has investments across sports and media including the Los Angeles...
02/10/2026
The Milwaukee Bucks have launched Bucks , a direct-to-consumer streaming service that expands access to Bucks games during the 2026-27 season for fans statewide...
02/10/2026
v1.9.3 introduces AUv3 support
Roland have just released an update that kits their free iPad-based software synth out with AUv3 support, meaning it can now ...
02/10/2026
Dolby Atmos support, AI-powered stem separation & more
The latest version of MOTU's DAW software is now available, and marks a major step forward with t...
02/10/2026
Portable DAC created in collaboration with Steve Levine
British hi-fi experts iFi audio have unveiled a new Master Tuned variant of their praised iDSD GR2 p...
02/10/2026
New SBS podcast How Australia Works helps migrants to navigate Australia's d...
02/10/2026
01 October 2026 | Johannesburg, South Africa - The National Film and Video Foundation (NFVF), an entity of the Department of Sport, Arts and Culture (DSAC), is ...
02/10/2026
In our latest blog, Tim Pearson looks at streaming piracy from a different lens, focusing on digital trust, consumer risk, and the future of subscriber protecti...
02/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/10/2026
Haymaker VFX acquires SWISS
Brie Clayton October 2, 2026
0 Comments
Stockholm-based, globally recognized creative team becomes part of Haymaker VFX in...
02/10/2026
Treasure & Dirt Shot with URSA Cine 17K 65
Brie Clayton October 2, 2026
0 Comments
DP Edward Goldner, ACS, relied on 65mm sensor to capture vast deser...
02/10/2026
Sonnet Announces Industry's Only Bus-Powered 10 Gigabit Ethernet Thunderbolt...
02/10/2026
Mediaproxy brings AI driven monitoring and browser based multiviewing to NAB Sho...
02/10/2026
Cobalt Digital's Pacific Line Wins Two Future Best of Show Awards at IBC
Brie Clayton October 1, 2026
0 Comments
Manufacturer receives honors from...
02/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/10/2026
Cinematographer Andres Arochi was on his way back from filming in Spain when he got the call that Tim Burton would be directing a music video for Lady Gaga and ...
02/10/2026
Cobalt Digital's Pacific Line Wins Two Future Best of Show Awards at IBC
Manufacturer receives honors from both TV Tech and TVB Europe for advancements in...
02/10/2026
Maxon, maker of powerful, approachable software solutions for creators working in 2D and 3D design, motion graphics, visual effects and visualization, today ann...
02/10/2026
The strengthened TriCaster portfolio increases accessibility to leading media technology, drives more creative experiences, and scales with every production wit...
02/10/2026
LA JOLLA, CA-To sense their environment and respond accordingly, cells enlist me...
02/10/2026
Friday 2 October 2026
Crystal Lake, a Friday the 13th' prequel series, com...
02/10/2026
Friday 2 October 2026
Sky VIP helps families celebrate the Christmas season wit...