
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...
04/09/2026
Media organisations interested in the Media Innovation Europe 3.0 Business Innovation Synergizer (BIS) can now consult a new FAQ document providing additional a...
04/09/2026
Eluvio will demonstrate updates to its Content Fabric platform at IBC2026 (Hall 8, Stand 8.MS5, and Future Tech Zone, Hall 14, Stand 14.A58, September 11-14). C...
04/09/2026
LiveU has joined the IBC Accelerator's Smart Stories consortium, a multi-vendor initiative developing an open standard for Story Context interoperability in...
04/09/2026
Telos Alliance will demonstrate new audio observability capabilities at IBC2026 (Stand 8.D37, RAI Amsterdam, September 11-14), covering monitoring of audio heal...
04/09/2026
World Team Tennis (WTT) has announced a broadcast partnership with USA Sports, the sports division of Versant. USA Sports will air all six of WTT's live mat...
04/09/2026
Gravity Media has appointed Alex Pannell as Chief Business Officer. Pannell joins from Appear, where he served as Chief Commercial Officer. He will be based in ...
04/09/2026
Dalet has announced new agentic workflow capabilities for Dalia, its AI platform for media organizations, ahead of IBC2026. The updates extend Dalia from an AI ...
04/09/2026
L-Acoustics has achieved EN 54 certification across a portfolio of loudspeakers,...
04/09/2026
EVS and Matrox Video have announced a technology partnership integrating Matrox ...
04/09/2026
NEP Group will exhibit at IBC2026 (Hall 7, Stand 7.B55, RAI Amsterdam, September 11-14), demonstrating software-defined production capabilities across NEP Platf...
04/09/2026
The Television Academy has awarded an Engineering Emmy to Dr. Roman Foltyn, Chief Engineer of FoMaSystems, and Curt O. Schaller for the development of the ARRI ...
04/09/2026
InSync Technology will exhibit at IBC2026 (Stand 1.A55, RAI Amsterdam, September 11-14), demonstrating its FrameFormer and NOVA conversion platforms for frame r...
04/09/2026
The Professional Triathletes Organisation (PTO) has signed a multi-year agreemen...
04/09/2026
Accedo and MediaKind have announced a white-label, end-to-end streaming solution for operators, combining Accedo's native application framework and cloud-ba...
04/09/2026
TAG Video Systems has announced TAG Blue, a cloud platform for shared monitoring visibility across video delivery chains, with AI-powered root-cause analysis. T...
04/09/2026
TwelveLabs has launched a video compliance platform for media organizations, inc...
04/09/2026
The Television Academy and the National Academy of Television Arts & Sciences ha...
04/09/2026
Powerful new soft synth announced
Traveler is the first software instrument to be released by KeySolutions Sounds, and it's an ambitious one! Said to co...
04/09/2026
Free virtual instrument range expanded
The latest expansion of e-instruments' free Fragments series introduces a packed-down version of the company'...
04/09/2026
Company recognised for second time
Two years after winning an Engineering, Science & Technology Emmy Award for dxRevive Pro, Accentize have been recognised ...
04/09/2026
Bilbao - 3rd September 2026 -AgileTV, a leading provider of end-to-end TV and vi...
04/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
04/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
04/09/2026
ACEMAGIC First to Introduce Ryzen AI Max PRO 495 AI Mini Workstation at IFA 202...
04/09/2026
Krotos Brings Video to Sound Footsteps Directly into Premiere Pro and DaVinci Re...
04/09/2026
RED DIGITAL CINEMA Comes Out Swinging at IBC 2026 with Next-Generation Live Broa...
04/09/2026
Orty v2.0-web - the cold-outreach assistant moves to the web
Brie Clayton September 4, 2026
0 Comments
Orty today announced v2.0-web of its AI cold-ou...
04/09/2026
Lightware is expanding its LARA (Lightware Advanced Room Automation) platform with the GUDE Power Distribution Units (PDU) driver module. GUDE devices can now b...
04/09/2026
Lightware shares the second release in its ESG communications series. Following the first piece, which focused on the companys environmental performance, this r...
04/09/2026
Big Blue Marble supported a leading European public service broadcaster in delivering the Soccer World Cup 2026 streams, supplying more than 10 Tbps of bandwidt...
04/09/2026
Outstanding achievement in engineering, science and technology
Hitomi Broadcast has been recognised with an Engineering, Science & Technology Emmy from the Ac...
04/09/2026
California, Hollywood at a Crossroads
Andy Marken September 3, 2026
0 Comments
I'm doing everything alone. Crossing roads alone. Seeing the Eiffe...
04/09/2026
Berklee Announces Winners of 2026 SongwritersdB Songwriting Contest Students Luca Alexandru, Annika Wild, and Johanna James received the top prizes for origin...
04/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
04/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
04/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
04/09/2026
RT ANNOUNCE NEW DRAMA THE MURDER OF MR. MOONLIGHT
BASED ON THE DISAPPEARANCE...
03/09/2026
Yospace will be at IBC from 11th - 14th September (booth 5.C78). For more inform...
03/09/2026
NEP Group has announced leadership changes at Creative Technology Group. Founder and CEO Graham Andrews will step away from day-to-day leadership at the end of ...
03/09/2026
The NFL and TikTok have announced a multi-year partnership renewal expanding the league's presence on the platform. NFL posts on TikTok increased more than ...
03/09/2026
Grass Valley has appointed Ronny Van Geel as Vice President, Cameras. Van Geel began his career in 1999 at Philips DVS and moved into product management in 2005...
03/09/2026
Telestream has announced Vantage Super Resolution, an AI-powered upscaling capability for the Vantage media workflow platform, developed in collaboration with N...
03/09/2026
Solid State Logic (SSL) will debut the TCA Tour at IBC2026 (Hall 8, Stand 8.B45), a portable production system built from System T components in a desktop frame...
03/09/2026
DPA Microphones has announced the 6388 CORE Headset Microphone, making its debut at IBC2026 (Hall 8, Stand D60). The supercardioid headset features a physicall...
03/09/2026
Qvest will present a multi-vendor Dynamic Media Facility (DMF) showcase at IBC2026 (Booth 10.C24), demonstrating how the EBU's DMF architecture can be imple...
03/09/2026
Imagine Communications will showcase the Magellan PanelFlex control surface and other control portfolio updates at IBC2026 (Stand 1.B73, RAI Amsterdam, Septembe...
03/09/2026
Bridge Technologies will announce at IBC2026 (Booth 1.A71) that its VB440 production probe is now available as a software-based solution, deployable on commerci...