
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 ...
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...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
22/06/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
22/06/2026
Cosm has announced the appointment of David Ho as Chief Legal Officer, a newly created executive role reporting to President and CEO Jeb Terry. Ho will oversee ...
22/06/2026
Warner Bros. Discovery and Amazon Web Services (AWS) have announced the developm...
22/06/2026
Daktronics has completed an audio control system upgrade at Petco Park in San Di...
22/06/2026
Accelerate Media has named John Willi as President and announced the launch of the Accelerate Sports Network (ASN), a prep sports media and streaming platform c...
22/06/2026
All Women's Sports Network (AWSN) and 3XBA (3 3 Basketball Association) have announced live television coverage of the annual 3XBA tournament on Friday, Jun...
22/06/2026
OWL AI has announced the appointment of Jay Prasad as Chief Executive Officer and member of the Board of Directors. Prasad succeeds Josh Gwyther, who has served...
22/06/2026
CP Communications delivered RF video and audio support for TNT's Inside the NBA at the 2026 NBA Finals, providing main show coverage in San Antonio and ea...
22/06/2026
Polymarket has announced a partnership with GRID, an official esports data platf...
22/06/2026
As sports venues continue to evolve into more video-centric, fan-engagement-driv...
22/06/2026
As the regional sports production scene shifts toward streaming, this Texan helps lead the engineering behind Victory+'s growing live platform...
22/06/2026
By Kristin Feeley, Director, Documentary Film & Artist Programs
the memories of your elders [are] a scaffolding for you to build your identity on - and t...
22/06/2026
New hyper-resolution analyser EQ revealed
CEDAR Audio's all-new Icons plug-in series has just gained its newest member, Blade. Described by the compan...
22/06/2026
Turn any live input into a cinematic soundscape
Designed for use in the studio and on stage, Sampleson's latest creation is capable of taking any audio ...
22/06/2026
Adds guitar strings to Eurorack rigs
ADDAC System are renowned for their weird and wonderful synth designs, and their line-up includes plenty of gear that...
22/06/2026
FIFA World Cup 2026 fever grows, as more than one third of Australians tune in ...
22/06/2026
In our latest blog, Tim Pearson explores NAGRA Venturi, the new streaming security solution for the AI era from NAGRAVISION. Designed to aggregate and analyze ...
22/06/2026
Expanded integrations give advertisers access to distinct contextual signals acr...
22/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/06/2026
Xilica today announced the release of Dynamic Voice Lift, a new feature in Xilica Designer v4.12 that brings adaptive speech reinforcement to large meeting spac...
22/06/2026
Monday 22 June 2026
Official trailer released for Katie Price: Nothing to Hide,...
22/06/2026
The next era of AI will not be defined by compute alone. Its growth will be dete...
22/06/2026
Mission, Vision and Veritas - new Los Alamos National Laboratory (LANL) supercom...
22/06/2026
At the ISC conference running in Hamburg this week, NVIDIA is introducing new so...
22/06/2026
For the past two years, the U.S. National Science Foundation's National Arti...
22/06/2026
JUPITER, Europe's first exascale supercomputer at Germany's Forschungszentrum J lich, runs on NVIDIA Grace Hopper Superchips and NVIDIA Quantum-X800 Inf...
21/06/2026
To call the 2026 FIFA World Cup a big undertaking would be a big understatement....
21/06/2026
New series now live on Udemy
Regular SOS contributor and Cubase workshop columnist John Walden has just released a new Cubase video course that is now avail...
21/06/2026
Hot tubs sit at about 38 to 40 degrees Celsius, warm enough that most people can only soak for about 15 minutes. NVIDIA's newest AI servers can run their co...
21/06/2026
Sunday 21 June 2026
Sky announces immersive documentary series The Wargame
The Wargame first looks
ZIP (2MB)
Sky today confirms the commission of The Wargam...
20/06/2026
New add-on creates doubles & vocal stacks
IK Multimedia's latest ReSing add-on kits the innovative software out with the ability to automatically genera...
20/06/2026
What exactly is Apogee Control V3?
Control V3 is a new mixer application that controls Apogee interfaces. The new hit feature is that V3 finally allows for...
19/06/2026
Split compound eases operational challenges at Shinnecock Hills Golf Club...
19/06/2026
North Carolina, Oklahoma meet in the best-of-three Finals as ESPN leans into spe...
19/06/2026
Company launch comprehensive mix-comparison tool
The Him DSP are a plug-in company founded by The Him, an EDM DJ and producer who has amassed over half a bi...
19/06/2026
Major Sampler upgrades introduced
The latest version of Bitwig's DAW software has just entered public beta testing, and is available now for all users w...
19/06/2026
Four times the power of their predecessors
Akai Pro have just introduced upgraded versions of two of their popular standalone MPC systems, kitting them out ...
19/06/2026
Data from May shows seasonal outdoor trends triggers lower viewing
Warsaw, Pola...
19/06/2026
Buttons is best control system in the rAVe Best of Infocomm Awards 2026...
19/06/2026
Mavis Studio Makes iPad Production More Powerful
Brie Clayton June 19, 2026
0 Comments
InfoComm update brings new NDI Preview, PTZ control, USB audio ...
19/06/2026
Immersive Studio Metaverse Stage Tackles Post with Blackmagic Design
Brie Clayton June 19, 2026
0 Comments
New narrative projects rely on DaVinci Reso...
19/06/2026
How to Run the Original 1993 After Effects
Graham Quince June 19, 2026
0 Comments
How to the original After Effects v1 in an emulator, and you don'...
19/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/06/2026
SMPTE , the home of media professionals, technologists and engineers, has announced that its entire Standards catalog is now freely available to the global medi...