
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 ...
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...
06/09/2026
June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...
02/09/2026
Professional and collegiate clubs, leading vendors discuss current trends in stadium production
On. Aug. 12, the 2026 SVG Venues & Teams Summit explored the ev...
02/09/2026
SoFi Stadium, YouTube Theater, and Hollywood Park have completed an infrastructure upgrade expanding game presentation and broadcast production capabilities acr...
02/09/2026
Comcast Technology Solutions (CTS) has announced a suite of AI-powered workflow applications for broadcasters, content owners, and operators, built on its Video...
02/09/2026
The North American Broadcasters Association (NABA) and the Association of Professional Wireless Production Technologies (APWPT) have announced a partnership to ...
02/09/2026
Carolina Hurricanes, Anaheim Ducks, Columbus Blue Jackets, Dallas Stars, Minneso...
02/09/2026
New LED provides enhanced quality control, quicker show prep, detailed productio...
02/09/2026
Combines the Phat Drive with high-voltage valve circuit
The latest pedal from Keeley Electronics combines their popular Phat Mode drive pedal with an all-ne...
02/09/2026
Free version of virtual mixing room plug-in introduced
Lewitt's Space Replicator plug-in provides users with a virtual monitoring environment that aims ...
02/09/2026
Two new mixing & mastering plug-ins revealed
AIR Music Tech have just introduced the Stereophonic Bundle, a pair of processing plug-ins designed to provide ...
02/09/2026
Rohde & Schwarz has achieved initial verification of 3GPP Rel. 17 power-saving f...
02/09/2026
Bilbao - 3rd September 2026 -AgileTV, a leading provider of end-to-end TV and vi...
02/09/2026
Why agentic media supply chains need experience design built around visibility, reversibility and human authority
When AI can generate a functional interface ...
02/09/2026
Six-country survey finds 26% of sports fans frequently unable to determine where...
02/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/09/2026
KOKKEDAL, DENMARK, SEPTEMBER 1, 2026 DPA Microphones announces its new 6388 CORE Headset Microphone, a high-performance directional headset designed for dema...
02/09/2026
Pliant Technologies will highlight its CrewCom CXD 32CF 32x32 Dante /AES67 Digital Audio Network Interface, a powerful connectivity solution designed to expand ...
02/09/2026
iWedia, a leading provider of software solutions for connected TV devices, today announced two enhancements to Teatro Pulse, its end-to-end TV service operation...
02/09/2026
Signiant, trusted by the media industry for accelerated content movement for more than 20 years, will showcase the latest evolution of the Signiant Platform at ...
02/09/2026
With a contractual agreement to supply a leading UK sports broadcaster with outside broadcast services for 104 football matches per season over the next four ye...
02/09/2026
IBC2026 will put sport firmly at the centre of the global media and entertainment technology conversation with the strongest sports showing in the event's h...
02/09/2026
PTZOptics will bring a hands-on showcase of intelligent video production to IBC2026 (11-14 September, RAI Amsterdam), with demonstrations spanning new camera te...
02/09/2026
OOONA, a global provider of professional management and production tools for the media localization industry, today announced the launch of OOONA Go, a ready-to...
02/09/2026
EON Media will make its European debut at IBC2026 (September 11-14, RAI Amsterdam) in the show's Future Tech Zone (Hall 14.FT5). The company is launching it...
02/09/2026
Frequency, the engine behind many of the worlds leading streaming television channels, will demonstrate at IBC2026 how integrating intelligence throughout chann...
02/09/2026
On-device AI platform gives broadcasters and content creators purpose-built tools for real-time vertical video production and AI-enhanced sports coverage...
02/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/09/2026
Next-Generation Freeform Control Surfaces Lay the Foundation for AI-Enabled Media Operations
At IBC2026 (Sept. 11 14, RAI Amsterdam, Stand #1.B73), Imagine Com...
02/09/2026
Friedrichstadt-Palast in Berlin, the world's largest theater stage, has modernized its backstage production infrastructure with a comprehensive Riedel solut...
02/09/2026
Women in Media announces that it will host the two-day Reel/Forward in-person conference devoted to navigating today's production scene. Guests can enjoy pa...
02/09/2026
The expanded partnership brings Teradek's Live Production solutions to New Media AV's European dealer and integrator network, opening new opportunities ...
02/09/2026
QuickLink, a leading provider of award-winning video production and remote guest contribution solutions, announces a major expansion to its award winning Studio...
02/09/2026
BCNEXXT, the developers of the advanced playout platform Vipe, today announced that premium entertainment brand Foxtel has selected Vipe to underpin playout for...
02/09/2026
SubtitleNEXT helps HOT Telecom's subtitling team keep a cool head with reliable QC capabilities
Profuz Digital, global developer of digital media and local...
02/09/2026
Case Study: Mission Digital Strengthens Battery Safety with Safe-ion
As productions become increasingly dependent on battery-powered equipment, the safe storag...
02/09/2026
LA JOLLA, CA-Influenza viruses constantly shapeshift to evade recognition by the immune system. This shapeshifting occurs in critical proteins like hemagglutini...
02/09/2026
LA JOLLA, CA-Clinicians often use a medical test called a 12-lead electrocardiogram (ECG) to diagnose heart problems, which uses electrodes placed on the chest ...
02/09/2026
LA JOLLA, CA-Proteins may look like rigid molecular structures, but inside our c...