
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...
02/05/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
01/05/2026
January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...
22/04/2026
Solid State Logic is advancing its System T platform with a stronger focus on IP...
22/04/2026
From immersive audio to live streaming, Dolby Laboratories is focused on the fut...
22/04/2026
Shallow depth-of-field cameras have taken the industry by storm. Its debut a han...
22/04/2026
Riedel Communications (Booth C4908) announced that Eastern Kentucky University (...
22/04/2026
The NAB Show is in full swing, and the SVG and SVG Europe editorial teams are chasing down the hottest stories from all over the Las Vegas Convention Center. He...
22/04/2026
Blackmagic Design has announced the URSA Cine 12K LF 100G, a new model in the URSA Cine family adding 100G Ethernet for SMPTE 2110 live production output up to ...
22/04/2026
Celebrating its 40th anniversary, NEP is leaning into hybrid production with the...
22/04/2026
NEP VP, Platform Dan Murphy sits down at the 2026 NAB Show to unpack what NEP P...
22/04/2026
Spotify and the New York Liberty are teaming up to give music and basketball fan...
22/04/2026
New 20-minute documentary explores iconic design The Focusrite Room in Mesa, Arizona, where John Aquilino hosts the Studio Console 005.
In 2025, Focusrite co...
22/04/2026
Offers compact wireless solution for pedalboards
Taiwanese audio brand Cloudvocal have announced the availability of a new pedalboard-friendly wireless syst...
22/04/2026
Latest hybrid sampling/synthesis instrument arrives
Arturia's Augmented series offerings rely on a mixture of sampling and synthesis, allowing users to ...
22/04/2026
Combines three distinct analogue EQ emulations
The latest addition to Acustica Audio's ever-expanding collection of analogue-emulation plug-ins combines...
22/04/2026
Final instalment in vintage-inspired instrument series
Analog Empire: Bass & Lead marks the final instalment in Melda Production's vintage hardware-insp...
22/04/2026
Fuzz pedal joins all-analogue Series A line
Given that Strymons reputation was built on unapologetically digital pedals, it was a little surprising to see t...
22/04/2026
SBS names shortlisted brands for 2026 SBS Media Sustainability Challenge
22 April, 2026
Media releases
National broadcaster also releases its second annual...
22/04/2026
Why Low Band Electronic Warfare Matters...
22/04/2026
The nation unites around football team's World Cup dream
Warsaw, Poland, 20.04.26: Nielsen, a global leader in audience measurement, data, and media intell...
22/04/2026
Warsaw, Poland, 22.04.26: Nielsen, a global leader in audience measurement, data...
22/04/2026
New market intelligence offering gives businesses a clearer view of local consum...
22/04/2026
Glookast Unveils New UX, YouTube and Social Media Connectors, Premiere Panel, Ci...
22/04/2026
Lightcraft Technology to Preview Spark Story at NAB 2026 with Interactive Previs...
22/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/04/2026
22 Apr 2026
VEON's Banglalink to Bring Starlink Mobile to Customers in Bangladesh Bangladesh becomes the third market where VEON and Starlink Mobile partne...
22/04/2026
U have unveiled exclusive first-look images for their six-part police thriller Hit Point, starring Nick Blood (Day of the Jackal) and BAFTA nominee Saffron Hock...
22/04/2026
What can I watch on UKTV and stream on U this week?
This week on UKTV and the free streaming service U, viewers can watch a range of new and returning programm...
22/04/2026
Wednesday 22 April 2026
Sky announces fifth year of WNT Fund with 30,000 bursa...
22/04/2026
Back to All News
This Earth Day, Discover the Sustainable Productions Behind Our Films and Series
Emma Stewart, Ph.D.
Netflix Sustainability Officer
Enterta...
22/04/2026
The move from Retail Media to Commerce Media is about broadening the scope of th...
22/04/2026
April 22 2026, 07:00 (PDT) Dolby and BMW Bring Dolby Atmos to the BMW 7 Series,...
22/04/2026
RT Documentary On One 7-part series breaks US market for first time
RT Programme Sales has announced its first deal with a US distribution partner for its 7-...
22/04/2026
NVIDIA and Google Cloud have collaborated for more than a decade, co engineering a full stack AI platform that spans every technology layer - from performance o...
21/04/2026
Cloud-based production isnt going anywhere, and BitFire is doubling down by prov...
21/04/2026
The topic of artificial intelligence has a stranglehold on the sports-video-prod...
21/04/2026
5G is still a hot topic in live event production, and this workflow continues to...
21/04/2026
At the 2026 NAB Show, Ed McGivern, GM and President of Appear US, discusses the ...
21/04/2026
Studio Network Solutions (SNS) has announced an on-premise AI suite designed for...
21/04/2026
Suite Studios has integrated its file-streaming technology into the newly announced Frame.io Drive, a desktop application from Adobe company Frame.io. The colla...
21/04/2026
Net Insight has integrated InSync Technology's FrameFormer into the Nimbra E...