
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 ...
10/10/2026
LA JOLLA, CA-Associate Professor Keren Lasker, the Ian Wilson Endowed Chair at S...
09/10/2026
A new Thomson Foundation report explores what experiences in Hungary, Sudan and Uganda can teach us about helping societies withstand disinformation.
While fac...
09/10/2026
Standalone subscriptions, free games, and team hubs anchor the streamer's local-rights push...
09/10/2026
Christoffer Aaron Chris Ober, a longtime and beloved member of FOX Sports' remote production crews who worked on many of the network's biggest events,...
09/10/2026
In-venue and creative video staffers at the professional and collegiate level ha...
09/10/2026
USSI Global has appointed Ed McGivern as Chief Revenue Officer, reporting to President and CEO Anthony Morelli.
McGivern brings more than 25 years of executive...
09/10/2026
Riedel Communications has announced the deployment of its Easy5G private 5G platform as the primary transmission system for onboard camera signals in the DTM ra...
09/10/2026
The National Duals Invitational championship match will air on ESPN on Sunday, December 13 at 7:30 p.m. CT from the BOK Center in Tulsa, Oklahoma. The 27 prelim...
09/10/2026
Versatile Video Coding is moving closer to mainstream deployment as smartphone manufacturers, semiconductor suppliers, and streaming providers address the hardw...
09/10/2026
PGA Tour golfer Min Woo Lee and Omaha Productions have announced the launch of Lee's official YouTube channel. The first video, filmed at TPC Summerlin, lau...
09/10/2026
ATSC has announced the approval of a Candidate Standard for its Broadcast-to-Everything (B2X) initiative. S44-2-002r6, B2X System Discovery and Signaling, has...
09/10/2026
BKB Bare Knuckle Boxing has announced a partnership with TV Azteca to bring BKB ...
09/10/2026
The SPORTEL Awards 2026 official selection has been announced, with 26 works across seven categories selected from more than 150 entries. Winners will be announ...
09/10/2026
Ateme has announced that RTVE, Spain's public broadcaster, has selected its TITAN Edge platform for satellite contribution on three new transportable produc...
09/10/2026
LiveU has announced that CRD Audiovisuel used the LU900Q intelligent production unit with built-in LiveU IQ (LIQ) connectivity to deliver live content from the ...
09/10/2026
Latest run of limited-edition analogue monosynth now available
British synth experts Analogue Solutions have announced that the second batch of their limite...
09/10/2026
12-months of FX Collection 6 Pro with qualifying monitor purchases
EVE Audio and Arturia are currently running a worldwide promotion that gives customers a ...
09/10/2026
Created in collaboration with Robin Rimbaud
Soniccouture have teamed up with Scanner (Robin Rimbaud) to create a custom sound-design tool based on the artis...
09/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/10/2026
COW Jobs: Visual Storyteller - Emeryville, CA
Brie Clayton October 9, 2026
0 Comments
Visual Storyteller
October 7, 2026 COW Jobs: Cinematographer...
09/10/2026
Master 3-Point Lighting in After Effects With an Orbiting Light Rig
Graham Quince October 9, 2026
0 Comments
Ever wondered why your 3D renders in Afte...
09/10/2026
nxtedition will exhibit for the first time at Asias Broadcasting & Infotainment Show (A.B.I.S) in Mumbai, bringing its integrated production platform and latest...
09/10/2026
Today's AI Isn't the Answer
Andy Marken October 8, 2026
0 Comments
Let's say you're telling the truth, and this is all a dream. - Do...
09/10/2026
Ikegami to Introduce New UHK-X700VN Camera at NAB New York, Offering Advanced Cr...
09/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/10/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/10/2026
Witness world firsts, new arrivals and the work that goes on behind the scenes a...
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...
08/10/2026
Modern venues have come a long way since the tinny, echoing audio of the mid 20t...
08/10/2026
ESPN's first Super Bowl production will stream in English and Spanish on Disney+, while the ESPN App carries the full slate of game, ManningCast, studio, an...
08/10/2026
From high-school videoboards to War Eagle Productions, the Opelika native is learning how to lead shows and capture big moments
The future of live sports produ...
08/10/2026
The Television Academy and Prime Video have announced a six-year agreement making Prime Video the exclusive global home of the Emmy Awards beginning with the 20...
08/10/2026
Techex will exhibit at NAB Show New York 2026 (Booth 623, Javits Center, October...
08/10/2026
X Games has announced the appointment of Steve Rogers as Chief Operating Officer. Rogers previously served as COO of World Supercross and spent nearly a decade ...
08/10/2026
Fonn Group has appointed Trevor Spielmann as Sales Director for Germany, Austria, and Switzerland. Spielmann joins from EVS, where he held sales and business de...
08/10/2026
The flagship program will originate from major PG events with a four-camera production, live distribution across PGTV, social platforms
Perfect Game is bringin...
08/10/2026
Innovation rarely happens in a vacuum. More often, it happens at the point of collision: when worlds that have run on separate tracks begin to converge. That is...
08/10/2026
For decades, the production and broadcast services business has run on a familia...
08/10/2026
Uplynk, Zixi, BroadView Software, and Grass Valley have published The IP Converg...
08/10/2026
The NFL has announced the return of the Big Data Bowl, the league's analytics competition, now in its ninth year and again powered by AWS. Registration is o...
08/10/2026
Eutelsat has renewed its partnership with T l diffusion d'Alg rie (TDA), Algeria's national broadcasting network operator, for continued distribution of...
08/10/2026
Disney will livestream Super Bowl LXI on February 14, 2027, alongside the game's broadcast on ESPN and ABC. All Disney subscribers in the United States wi...
08/10/2026
RHStv and Red House Streaming have announced an expansion of their partnership w...
08/10/2026
Gray Media has announced a distribution agreement with TEGNA and DAZN to simulca...
08/10/2026
SVG readers can save 10% on registration and receive a complimentary Solutions H...
08/10/2026
PROTON Camera Innovations GmbH has been named a recipient of a 2026 Technology a...
08/10/2026
Industry leaders discuss real-world cloud workflows for live game production, pl...
08/10/2026
The next-gen audio technology joins Dolby Vision as part of Apple TV's immersive F1 experience...