
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 ...
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...
01/05/2026
January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...
01/04/2026
January 4 2026, 18:00 (PST) DOLBY AND DOUYIN EMPOWER THE NEXT GENERATON OF CREATORS WITH DOLBY VISION
Douyin Users Can Now Create And Share Videos With Stun...
04/02/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
04/02/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
04/02/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
04/02/2026
Katie Vitolins Announced as Vice President of Alumni Products and Services An alumna and former trustee, Vitolins will lead the relaunch of Berklee's alum...
03/02/2026
Tagboard, a modern, interactive graphics system for news, sports, and entertainm...
03/02/2026
Studio Network Solutions (SNS) announces the launch of Trio, a new S3-compatible cloud storage service fully integrated with EVO for media backup, archival, and...
03/02/2026
50 Production Trucks at center of 160 U.S.-based productions...
03/02/2026
Nielsen, which specializes in audience measurement, data, and media intelligence, announces that it is piloting a new methodology enhancement to more accurately...
03/02/2026
Appear's X Platform will be used by NBC Sports to deliver video compression, satellite modulation and transport stream aggregation for its production of the...
03/02/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
03/02/2026
NHL Network announces its comprehensive programming schedule for the upcoming Winter Olympic Games, underscoring the highly anticipated return of NHL players to...
03/02/2026
NBC Sports has chosen Canon to deliver 115 Canon UHD broadcast lenses for its production of the 2026 Winter Olympics and Paralympics. Canon will also send suppo...
03/02/2026
Audio-Technica equipment will be used by NBC Sports to deliver much of its audio capture requirements across all sporting venues for its production of the 2026 ...
03/02/2026
NBC Sports will use Cisco to deliver AI networking technology for its all-IP production of the 2026 Winter Olympics and Paralympics, including the deployment of...
03/02/2026
NBC Sports will utilize Chyron PRIME CG to produce live broadcast graphics to display names, athlete information, scores, statistics, leaderboards, headshots an...
03/02/2026
NBC Sports will utilize Grass Valley to deliver advanced signal conversion, rout...
03/02/2026
NBC Sports will utilize Planar to deliver leading-edge fine pixel pitch LED video wall technology for its production of the 2026 Winter Olympics and Paralympics...
03/02/2026
Taking place in two venues, the 2026 production celebrates the 150th Anniversary of the Super Bowl of Dogs'
When the Westminster Kennel Club Dog Show conc...
03/02/2026
For the indoor production, NEP Specialty Capture has mounted a 100-ft. overhead ...
03/02/2026
MTVG Edge, the production-services supplier's software-based production solu...
03/02/2026
In the league's second year, new partnerships enhance broadcast quality for ...
03/02/2026
Rocket Surgery will showcase the combined creative strength of Ross Video, with ...
03/02/2026
NBC Sports will utilize Sony Electronics to deliver imaging, monitoring, and tec...
03/02/2026
SMT will provide TVI (broadcast television interface) support services for figur...
03/02/2026
Spotify's annual Best New Artist celebration returned to Los Angeles last ni...
03/02/2026
The smash-hit series The Hospital: In the Deep End returns to shine a spotlight ...
03/02/2026
FoMa Antares: Redefining Camera Stabilization for Modern ProductionsIn high-end broadcast and cinematic environments, precision, reliability, and flexibility ar...
03/02/2026
Viper Shield's robust phase of flight-testing production representative hard...
03/02/2026
Countries throughout the Indo-Pacific have made the ability to defend their people and sovereign borders a top priority, but no single nation can monitor every ...
03/02/2026
U.S. Marine loads a round in an 81 mm mortar system during an exercise. (Credit: U.S. Marines)...
03/02/2026
9905MPx Card features unprecedented level of density with four independent signa...
03/02/2026
Champaign, IL - November 15, 2021 - Cobalt Digital, announced today that three of its products have received 2021 NAB Show Product of the Year Awards. Cobalt, ...
03/02/2026
Cobalt is pleased to confirm that Log4j vulnerability does NOT affect ANY Cobalt products including the HPF-9000 frame.
Given the recent concerns regarding wi...
03/02/2026
Software-based embedding and de-embedding solution will be highlighted at NAB 20...
03/02/2026
Series developed to fill an industry need.
Champaign, IL April 13, 2022 Cobalt Digital will introduce a new series of BlueBox Group (BBG) EO/OE 12G mini...
03/02/2026
Company receives Best in Shows from Next TV and TVB Europe, and two Product of the Year awards from NAB
Champaign, IL - May 6, 2022 - Cobalt Digital Inc. head...
03/02/2026
IBC Preview - IBC Stand 10.B44Journalists: Click to visit Cobalt
Cobalt will al...
03/02/2026
IBC Stand 10.B44Journalists: Click to visit Cobalt
Dr. Ciro Noronha, CTO, tapped as a panelist and speaker by many - and then there's the party!
Amsterda...
03/02/2026
IBC Stand 10.B44Journalists: Click to visit Cobalt
Growth Drives Cobalt Digital to Promote Dr. Ciro Noronha to CTO, and Appoint Anthony Tan as Director of Sale...
03/02/2026
IBC Stand 10.B44Journalists: Click to visit Cobalt
Dr. Ciro Noronha, CTO, tappe...
03/02/2026
Manufacturer plans also include solutions that provide a path to the cloud and redundancy updatesCABSAT Stand S1-I42Journalists: Click to visit Cobalt
Dubai - ...
03/02/2026
Award-Winning Product Portfolio is Being Presented on Smart Video Group Stand, and Company's Berend Blokzijl is Scheduled to Share RIST Insight on Innovatio...
03/02/2026
NEW Location IBC Stand 10.F42 Same Hall, NEW StandJournalists: Click to visi...
03/02/2026
TVBEurope spoke with our very own Dr. Ciro Noronha about RIST and more.Reliable Internet Stream Transport (RIST) is growing in popularity for contribution and d...
03/02/2026
NEW Location IBC Stand 10.F42 Same Hall, NEW StandJournalists: Click to visi...
03/02/2026
NEW Location IBC Stand 10.F42 Same Hall, NEW StandJournalists: Click to visit CobaltCatch Cobalt's Blue WAVE of Innovation in a New LocationHighlights t...