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Safeguard Healthcare Innovations with AIOps - Part 2

Sean McDermott
Windward Consulting Group

As healthcare organizations roll out innovations at increasing velocity, they must build a long-term strategy for how they will maintain the uptime of their critical apps and services. And there's only one tool that can ensure this continuous availability in our modern IT ecosystems. Artificial Intelligence for IT Operations (AIOps) can help IT Operations teams ensure the uptime of critical apps and services.

Start with: Safeguard Healthcare Innovations with AIOps - Part 1

Case Study: Healthcare Modernization with AIOps

Recently, a regional healthcare organization employing 24,000 people and serving 7 million patients across 350 locations wanted to retire its legacy monitoring tools and adopt AIOps. The organization asked my company Windward Consulting to implement an AIOps strategy that would help streamline its outdated and unwieldy IT system management.

Our team's AIOps implementation process helped this client and can help others in the industry too. Here's what my team did:

1. Articulate the vision.

AIOps use cases are wide-ranging, and the technology's benefits can affect an entire healthcare organization. Cross-departmental stakeholders should collaborate with the IT function (or a third-party consultant) to detail a holistic vision for the technology.

2. Connect the vision to a strategy

Too often, IT teams get inspired by tools and purchase a solution before building a strategy. To maximize the potential of AIOps, project stakeholders should examine their vision and build a comprehensive strategy around how they will realize that vision.

3. Select the tools

Once project stakeholders define the vision and strategy, they can start making tactical technology decisions. The group can examine the organization's existing tool stack, determining if these solutions meet project needs or if new technology is required.

4. Execute the strategy

With the foundational elements in place, AIOps project stakeholders from across the organization can execute the strategy's measurable steps. Of course, the steps will be different for every person involved. Executives have largely strategic deliverables like making technology investments, determining priorities and recruiting talent. IT teams, on the other hand, may take incremental steps toward deploying the AIOps tool or work in conjunction with an AIOps consultant.

5. Reinforce AIOps adoption

Organizations sometimes prematurely declare AIOps victory, neglecting the change management and hands-on training necessary to realize optimal results. Stakeholders should develop a comprehensive training plan for end-users at all skill levels, while executives should work on a change management strategy that encourages long-term technology adoption.

6. Continue engagement and adoption efforts

Project stakeholders should continuously check in with users to uncover pain points, find skills gaps worthy of additional training and measure progress. And broadcasting the measurable outcomes and lessons learned can continue enthusiasm around the capability for artificial intelligence (AI)- and machine learning (ML)-enabled innovations. Consistently communicating with the organization's workforce can shore up support for technology expansion and further investment.

These 6 steps to AIOps implementation helped our healthcare client streamline the monitoring of its complicated IT system, enabling more uptime. And replacing disparate legacy tools with one holistic AIOps strategy helped the client save money and allowed its workforce to focus its efforts on innovation.

Technological innovations have the power to transform healthcare and improve patient outcomes; however, these innovations require constant monitoring to ensure continuous availability and peak performance. And humans can't do it alone. Healthcare organizations that want to delight users with innovative technology must provide IT teams with the AIOps tools needed to keep these innovations running smoothly.

Sean McDermott is the Founder of Windward Consulting Group and RedMonocle

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According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

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Safeguard Healthcare Innovations with AIOps - Part 2

Sean McDermott
Windward Consulting Group

As healthcare organizations roll out innovations at increasing velocity, they must build a long-term strategy for how they will maintain the uptime of their critical apps and services. And there's only one tool that can ensure this continuous availability in our modern IT ecosystems. Artificial Intelligence for IT Operations (AIOps) can help IT Operations teams ensure the uptime of critical apps and services.

Start with: Safeguard Healthcare Innovations with AIOps - Part 1

Case Study: Healthcare Modernization with AIOps

Recently, a regional healthcare organization employing 24,000 people and serving 7 million patients across 350 locations wanted to retire its legacy monitoring tools and adopt AIOps. The organization asked my company Windward Consulting to implement an AIOps strategy that would help streamline its outdated and unwieldy IT system management.

Our team's AIOps implementation process helped this client and can help others in the industry too. Here's what my team did:

1. Articulate the vision.

AIOps use cases are wide-ranging, and the technology's benefits can affect an entire healthcare organization. Cross-departmental stakeholders should collaborate with the IT function (or a third-party consultant) to detail a holistic vision for the technology.

2. Connect the vision to a strategy

Too often, IT teams get inspired by tools and purchase a solution before building a strategy. To maximize the potential of AIOps, project stakeholders should examine their vision and build a comprehensive strategy around how they will realize that vision.

3. Select the tools

Once project stakeholders define the vision and strategy, they can start making tactical technology decisions. The group can examine the organization's existing tool stack, determining if these solutions meet project needs or if new technology is required.

4. Execute the strategy

With the foundational elements in place, AIOps project stakeholders from across the organization can execute the strategy's measurable steps. Of course, the steps will be different for every person involved. Executives have largely strategic deliverables like making technology investments, determining priorities and recruiting talent. IT teams, on the other hand, may take incremental steps toward deploying the AIOps tool or work in conjunction with an AIOps consultant.

5. Reinforce AIOps adoption

Organizations sometimes prematurely declare AIOps victory, neglecting the change management and hands-on training necessary to realize optimal results. Stakeholders should develop a comprehensive training plan for end-users at all skill levels, while executives should work on a change management strategy that encourages long-term technology adoption.

6. Continue engagement and adoption efforts

Project stakeholders should continuously check in with users to uncover pain points, find skills gaps worthy of additional training and measure progress. And broadcasting the measurable outcomes and lessons learned can continue enthusiasm around the capability for artificial intelligence (AI)- and machine learning (ML)-enabled innovations. Consistently communicating with the organization's workforce can shore up support for technology expansion and further investment.

These 6 steps to AIOps implementation helped our healthcare client streamline the monitoring of its complicated IT system, enabling more uptime. And replacing disparate legacy tools with one holistic AIOps strategy helped the client save money and allowed its workforce to focus its efforts on innovation.

Technological innovations have the power to transform healthcare and improve patient outcomes; however, these innovations require constant monitoring to ensure continuous availability and peak performance. And humans can't do it alone. Healthcare organizations that want to delight users with innovative technology must provide IT teams with the AIOps tools needed to keep these innovations running smoothly.

Sean McDermott is the Founder of Windward Consulting Group and RedMonocle

Hot Topics

The Latest

2020 was the equivalent of a wedding with a top-shelf open bar. As businesses scrambled to adjust to remote work, digital transformation accelerated at breakneck speed. New software categories emerged overnight. Tech stacks ballooned with all sorts of SaaS apps solving ALL the problems — often with little oversight or long-term integration planning, and yes frequently a lot of duplicated functionality ... But now the music's faded. The lights are on. Everyone from the CIO to the CFO is checking the bill. Welcome to the Great SaaS Hangover ...

Regardless of OpenShift being a scalable and flexible software, it can be a pain to monitor since complete visibility into the underlying operations is not guaranteed ... To effectively monitor an OpenShift environment, IT administrators should focus on these five key elements and their associated metrics ...

An overwhelming majority of IT leaders (95%) believe the upcoming wave of AI-powered digital transformation is set to be the most impactful and intensive seen thus far, according to The Science of Productivity: AI, Adoption, And Employee Experience, a new report from Nexthink ...

Overall outage frequency and the general level of reported severity continue to decline, according to the Outage Analysis 2025 from Uptime Institute. However, cyber security incidents are on the rise and often have severe, lasting impacts ...

In March, New Relic published the State of Observability for Media and Entertainment Report to share insights, data, and analysis into the adoption and business value of observability across the media and entertainment industry. Here are six key takeaways from the report ...

Regardless of their scale, business decisions often take time, effort, and a lot of back-and-forth discussion to reach any sort of actionable conclusion ... Any means of streamlining this process and getting from complex problems to optimal solutions more efficiently and reliably is key. How can organizations optimize their decision-making to save time and reduce excess effort from those involved? ...

As enterprises accelerate their cloud adoption strategies, CIOs are routinely exceeding their cloud budgets — a concern that's about to face additional pressure from an unexpected direction: uncertainty over semiconductor tariffs. The CIO Cloud Trends Survey & Report from Azul reveals the extent continued cloud investment despite cost overruns, and how organizations are attempting to bring spending under control ...

Image
Azul

According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...