Skip to main content

The State of Digital Operations: Downtime Costs $1 Million Per Hour

Eric Sigler

Many organizations are struggling to resolve customer-impacting incidents quickly enough to preserve brand loyalty and revenue, according to PagerDuty's recent State of Digital Operations Report. Through a two-part survey of more than 300 IT personnel in development and operations, as well as over 300 consumers, the report also revealed a perception gap among those IT personnel who feel their organizations are properly equipped to support digital services, and revealed superiority in the use of DevOps practices to achieve the best IT outcomes.

DevOps is King

While digital services are adding extra pressure on developers and IT operations teams, many practitioners identified a number of processes and tools that help them prevent disruptions.

According to the report, DevOps reigns supreme among IT organizations that feel they are equipped to handle the rise in digital services.

Other best practices employed by these organizations include incident management and modern development methods like agile or continuous delivery.

Nearly one third of these organizations are also using ChatOps, or conversation-driven development, to help support digital services.

The Digital Services Expectation Gap

The survey of IT personnel in development and operations illustrated a gap between IT teams' ability to fix disruptions in digital services, and the performance consumers expect from these services. It found that consumer-impacting incidents take IT teams approximately double the amount of time consumers are willing to wait for a service that isn't working properly. According to the survey results, 69.2 percent of consumers will stop trying or even leave a digital app or service if it takes more than 15 minutes to resolve a service disruption (i.e., stops working or the service slows down).

Meanwhile, 38.4 percent of organizations take at least 30 minutes to resolve IT incidents that impact consumer-facing digital services, increasing the chances that customers will leave during the time it takes to get things back up and running.


As 59.8 percent of consumers surveyed use digital services to complete tasks such as banking, making dinner reservations or finding transportation at least one or more times daily, and 85.3 percent use these services at least one or more times a week, it's no surprise that consumer brand loyalty is heavily influenced by digital experiences.

But the impact of IT disruptions doesn't stop at the developer and IT operations teams responsible for managing infrastructure. Nearly one third of respondents (32.7 percent) reported that one hour of IT downtime costs their companies $1 million or more, meaning stakeholders in the lines of business –– ranging from finance to marketing to customer service –– are also facing difficulties due to the disruptions.

IT Readiness Perception vs. Reality

The survey also showed a misalignment between IT professionals' perception of their organizations' readiness to deploy, manage and maintain digital services, and the high frequency of consumer-facing IT incidents they currently face. Although 83.9 percent of IT personnel who took the survey felt confident that their IT organization is prepared to support digital services, 59.1 percent of those who identified as prepared to support digital services are still experiencing customer-impacting incidents (slowness or downtime) at least one or more times a week.

They cited increased complexity resulting in more cognitive load, an increase in the number of tools and increased difficulty in capacity planning (e.g., increase in volume of data) as the top operations challenges, illustrating how the rise in digital service offerings has created operations challenges for IT organizations.

Consumers' demands for digital services will continue to grow alongside their high expectations for flawless experiences. To prepare for this, organizations must gain a better understanding of the digital customer journey and employ the right combination of digital operations practices. By turning to DevOps, event management and modern incident management, organizations will be able to not only close the customer expectation gap, but exceed customer expectations.

Hot Topics

The Latest

Enterprises today operate in a real-time environment where uninterrupted access to trusted data has become a baseline expectation for users, applications and automated systems. Traditional DataOps models, built on manual effort and human triage, cannot keep pace with this always active demand. AI agents are emerging as the operational backbone, ensuring consistent data availability, reinforcing trustworthiness and enabling a level of scale that manual processes cannot achieve ...

For decades, trust in the digital workplace rested on familiar signals. We trusted faces on video calls, voices on the phone, and emails that appeared to come from people we knew. These cues felt human and intuitive. They anchored how decisions were made, approvals were granted, and access was authorized. AI-powered deepfakes have quietly broken that model ...

Cloud migration was supposed to be a one-way door. For most enterprises, it turns out it isn't. Cloud data repatriation is a real and growing trend. A new survey ... finds that 89% of organizations plan to expand their on-premises infrastructure footprint over the next two years — and 75% have already moved at least some workloads back from public cloud in the past 24 months. The findings point to a broad rethinking of where data belongs ...

Over the past few years, large language models (LLMs) have revolutionized the software industry. Given their ability to excel at multi-step reasoning, LLMs have helped enterprises streamline workflows and adapt to the unknown. However, employing such models comes with sky-high costs, latency issues, and limited flexibility. In the realm of IT operations, it is generally wiser to employ smaller, domain-specific models instead ...

For years, DevOps teams operated under a simple assumption: collect enough telemetry, and you can find and fix any problem. That assumption is breaking down. Modern enterprises now operate across microservices, hybrid cloud environments, APIs, Kubernetes, and highly automated delivery pipelines. Releases happen continuously, dependencies shift constantly, and failures spread faster than teams can diagnose them ...

New Relic surveyed IT and engineering leaders from the media and entertainment (M&E) sector to understand what's working — and where challenges persist with their observability practices. The findings reveal how M&E organizations are navigating rising platform complexity, audience expectations, and AI-driven change. Below are five takeaways that stand out ...

Let me start with something I've seen play out more times than I can count. A team hits a wall with the cloud. Costs creep up, then spike. Performance starts to feel inconsistent. Someone in finance asks a simple question like "why did this double?" and nobody has a clean answer ... Maybe this isn't the right place for everything. That realization feels like a breakthrough, like you've identified the problem. In reality, you've just identified the starting line ...

In MEAN TIME TO INSIGHT Episode 24, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses network observability tool sprawl ... 

In cloud-native systems, scaling is often as simple as moving a slider. For on-premise databases, the stakes are different. Over-provisioning hardware is expensive. Under-provisioning leads to performance bottlenecks that are difficult to fix once the equipment is in the rack ...

When most people think about cybersecurity, they picture firewalls, encryption, and access controls — technical tools designed to protect systems and data. But beneath the technology lies a deeper set of principles about trust, decision-making, and resilience ... The best leaders don't eliminate risk. They manage it intelligently. And in many ways, cybersecurity offers a surprisingly useful playbook for doing exactly that ...

The State of Digital Operations: Downtime Costs $1 Million Per Hour

Eric Sigler

Many organizations are struggling to resolve customer-impacting incidents quickly enough to preserve brand loyalty and revenue, according to PagerDuty's recent State of Digital Operations Report. Through a two-part survey of more than 300 IT personnel in development and operations, as well as over 300 consumers, the report also revealed a perception gap among those IT personnel who feel their organizations are properly equipped to support digital services, and revealed superiority in the use of DevOps practices to achieve the best IT outcomes.

DevOps is King

While digital services are adding extra pressure on developers and IT operations teams, many practitioners identified a number of processes and tools that help them prevent disruptions.

According to the report, DevOps reigns supreme among IT organizations that feel they are equipped to handle the rise in digital services.

Other best practices employed by these organizations include incident management and modern development methods like agile or continuous delivery.

Nearly one third of these organizations are also using ChatOps, or conversation-driven development, to help support digital services.

The Digital Services Expectation Gap

The survey of IT personnel in development and operations illustrated a gap between IT teams' ability to fix disruptions in digital services, and the performance consumers expect from these services. It found that consumer-impacting incidents take IT teams approximately double the amount of time consumers are willing to wait for a service that isn't working properly. According to the survey results, 69.2 percent of consumers will stop trying or even leave a digital app or service if it takes more than 15 minutes to resolve a service disruption (i.e., stops working or the service slows down).

Meanwhile, 38.4 percent of organizations take at least 30 minutes to resolve IT incidents that impact consumer-facing digital services, increasing the chances that customers will leave during the time it takes to get things back up and running.


As 59.8 percent of consumers surveyed use digital services to complete tasks such as banking, making dinner reservations or finding transportation at least one or more times daily, and 85.3 percent use these services at least one or more times a week, it's no surprise that consumer brand loyalty is heavily influenced by digital experiences.

But the impact of IT disruptions doesn't stop at the developer and IT operations teams responsible for managing infrastructure. Nearly one third of respondents (32.7 percent) reported that one hour of IT downtime costs their companies $1 million or more, meaning stakeholders in the lines of business –– ranging from finance to marketing to customer service –– are also facing difficulties due to the disruptions.

IT Readiness Perception vs. Reality

The survey also showed a misalignment between IT professionals' perception of their organizations' readiness to deploy, manage and maintain digital services, and the high frequency of consumer-facing IT incidents they currently face. Although 83.9 percent of IT personnel who took the survey felt confident that their IT organization is prepared to support digital services, 59.1 percent of those who identified as prepared to support digital services are still experiencing customer-impacting incidents (slowness or downtime) at least one or more times a week.

They cited increased complexity resulting in more cognitive load, an increase in the number of tools and increased difficulty in capacity planning (e.g., increase in volume of data) as the top operations challenges, illustrating how the rise in digital service offerings has created operations challenges for IT organizations.

Consumers' demands for digital services will continue to grow alongside their high expectations for flawless experiences. To prepare for this, organizations must gain a better understanding of the digital customer journey and employ the right combination of digital operations practices. By turning to DevOps, event management and modern incident management, organizations will be able to not only close the customer expectation gap, but exceed customer expectations.

Hot Topics

The Latest

Enterprises today operate in a real-time environment where uninterrupted access to trusted data has become a baseline expectation for users, applications and automated systems. Traditional DataOps models, built on manual effort and human triage, cannot keep pace with this always active demand. AI agents are emerging as the operational backbone, ensuring consistent data availability, reinforcing trustworthiness and enabling a level of scale that manual processes cannot achieve ...

For decades, trust in the digital workplace rested on familiar signals. We trusted faces on video calls, voices on the phone, and emails that appeared to come from people we knew. These cues felt human and intuitive. They anchored how decisions were made, approvals were granted, and access was authorized. AI-powered deepfakes have quietly broken that model ...

Cloud migration was supposed to be a one-way door. For most enterprises, it turns out it isn't. Cloud data repatriation is a real and growing trend. A new survey ... finds that 89% of organizations plan to expand their on-premises infrastructure footprint over the next two years — and 75% have already moved at least some workloads back from public cloud in the past 24 months. The findings point to a broad rethinking of where data belongs ...

Over the past few years, large language models (LLMs) have revolutionized the software industry. Given their ability to excel at multi-step reasoning, LLMs have helped enterprises streamline workflows and adapt to the unknown. However, employing such models comes with sky-high costs, latency issues, and limited flexibility. In the realm of IT operations, it is generally wiser to employ smaller, domain-specific models instead ...

For years, DevOps teams operated under a simple assumption: collect enough telemetry, and you can find and fix any problem. That assumption is breaking down. Modern enterprises now operate across microservices, hybrid cloud environments, APIs, Kubernetes, and highly automated delivery pipelines. Releases happen continuously, dependencies shift constantly, and failures spread faster than teams can diagnose them ...

New Relic surveyed IT and engineering leaders from the media and entertainment (M&E) sector to understand what's working — and where challenges persist with their observability practices. The findings reveal how M&E organizations are navigating rising platform complexity, audience expectations, and AI-driven change. Below are five takeaways that stand out ...

Let me start with something I've seen play out more times than I can count. A team hits a wall with the cloud. Costs creep up, then spike. Performance starts to feel inconsistent. Someone in finance asks a simple question like "why did this double?" and nobody has a clean answer ... Maybe this isn't the right place for everything. That realization feels like a breakthrough, like you've identified the problem. In reality, you've just identified the starting line ...

In MEAN TIME TO INSIGHT Episode 24, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses network observability tool sprawl ... 

In cloud-native systems, scaling is often as simple as moving a slider. For on-premise databases, the stakes are different. Over-provisioning hardware is expensive. Under-provisioning leads to performance bottlenecks that are difficult to fix once the equipment is in the rack ...

When most people think about cybersecurity, they picture firewalls, encryption, and access controls — technical tools designed to protect systems and data. But beneath the technology lies a deeper set of principles about trust, decision-making, and resilience ... The best leaders don't eliminate risk. They manage it intelligently. And in many ways, cybersecurity offers a surprisingly useful playbook for doing exactly that ...