Every IT leader knows the big outages they’ve experienced by name. Those incidents receive postmortems, war rooms, and slide decks to try to ensure they don’t happen again. However, it’s the small issues, the ones that usually come from somewhere quieter, that can kill your team. It comes from the tiny cuts: the password resets, access tweaks, profile changes, and “just a quick question” tickets that never make a headline but never stop arriving either. ITSM automation will help; this article explains how.
The Silent Drain: How “Papercut” Tickets Erode IT Capacity
On their own, these papercut tickets look harmless. A few minutes here, half an hour there. Yet, the SolarWinds State of ITSM data shows how misleading that instinct can be. Across thousands of generative artificial intelligence (GenAI)-enabled incidents that leverage ITSM automation, teams reclaimed an average of 4.87 hours per ticket. That’s friction scraped out of the business, context-switching avoided, and project work protected from constant interruption.
Papercuts feel small because we rarely see the pile. Once you do the math, it stops feeling small very quickly, and it’s easy to see why your team is experiencing “death by a thousand cuts.”
The 24,350-Hour Opportunity Hiding in Your IT Service Desk
CIOs don’t budget in “tickets.” They budget in people, hours, and dollars. So, let’s put papercuts into that language.
Turning Incident Volume into Strategic Capacity
The State of ITSM report models a mid-sized team handling 5,000 incidents a year. Apply that 4.87-hour savings per incident, and you are looking at 24,350 hours reclaimed annually.
This figure is not a headcount reduction plan; it is a capacity story. These hours already sit on your payroll, but today a considerable portion is tied up in repetitive support work. Automating papercut tickets helps redeploy that spend. So, instead of burning budget on endless low-value tasks, you are effectively funding a secondary project team made up of people you already trust.
Reinvesting ITSM Automation Savings into Innovation
The real question becomes: What would you pay to buy 24,000 hours of strategic effort back into your year? ITSM automation gives you a way to do it with money you are already spending. Suddenly, your team has the capacity to evolve:
- Shift from ticket triage to innovation and digital transformation initiatives that move core business key performance indicators (KPIs), not just IT metrics.
- Invest reclaimed time in proactive problem management, resilience work, and security hardening to reduce incidents before they ever hit the IT service desk queue.
- Improve the human side of IT by focusing on employee experience, upskilling, and business relationship management, so IT works side by side with stakeholders to optimize workflows and improve service quality.
When that happens, the value is not only in the efficiencies. It is a more engaged team, a better employee experience, and a tighter alignment between IT and business goals.
The GenAI Efficiency Gap: A Growing Competitive Risk
30% Faster Resolution Times with GenAI
The State of ITSM report draws a clear distinction between organizations that have adopted GenAI in their ITSM workflows and those that have not. On average, non-GenAI customers spend 32.46 hours resolving an incident; GenAI users, by contrast, are down to 22.55 hours—nearly 10 hours faster per ticket, a 30.5 percent relative reduction.
This gap translates into slower employee onboarding, longer delays in access for new tools, and more time waiting when critical business systems misbehave. Over months, that drag becomes part of how the organization feels internally: projects take longer to stand up, changes roll out more slowly, and “IT is a bottleneck” becomes the dominant story.
Why Top AI Adopters Are Structurally More Agile
Then there’s the leading edge. The top 10 GenAI adopters in the report saw a 54.3 percent reduction in average resolution time, cutting from 50.98 hours to 23.30 hours per incident*. These teams embedded AI into daily workflows and built around it, fully embracing AI capabilities. When one group can close tickets using ITSM automation in roughly half the time of another, they’re not just cheaper to run; they are structurally more agile.
In other words, this is no longer just an IT operations metric but a competitive risk indicator.
Integrated ITSM Automation: Where Real Leverage Happens
Embedding AI Into IT Service Desk Workflows Through ITSM Automation
GenAI on its own is not a magic trick. The report clearly indicates that the most significant gains occur when AI is integrated into the IT service desk’s normal workflow, not when it’s treated as an add-on. The teams experiencing the strongest results pair ITSM automation, runbooks, self-service, and knowledge management with GenAI suggestions and summaries inside their existing workflows.
Compounding Gains Through Knowledge and Runbooks
This integration turns individual productivity boosts into something larger:
- Ticket triage gets faster and more accurate because context, suggestions, and history live together.
- Routine updates, notifications, and handoffs happen automatically instead of relying on someone to remember.
- Knowledge improvements and ITSM automation tweaks compound, making each subsequent incident cheaper and quicker to handle.
The more the wider organization leans into these capabilities – HR, finance, facilities, line-of-business teams – the more the IT service desk becomes a resilient, scalable platform for how work gets done, not just a catch-all for issues.
From Reactive IT to Strategic Partner
When an IT service desk spends most of its day resetting passwords and untangling minor access issues, “strategy” becomes something you talk about in quarterly business reviews (QBRs), not something you practice on Tuesday afternoon. The State of ITSM report points to a different pattern for teams leaning into GenAI: they are using the freed-up time to shift from reactive work to proactive value.
Take a typical senior analyst. In a papercut-heavy world, that person’s day is a blur of interruptions. In an automated world, chunks of that day open up, and the work itself starts to change. Suddenly, they can:
- Turn those one-line ticket notes into structured knowledge articles that actually live on and help both people and AI answer questions next time.
- Review and refine existing knowledge so it is “AI-ready”: clear, consistent, and unambiguous, rather than tribal lore buried in an old SharePoint site.
- Watch for questions the virtual agent/assistant cannot yet answer, then write new content and workflows that close those gaps for every future user.
- Spend time on deep-dive investigations into chronic issues that have plagued the organization for years but were always “too time-consuming” to fix properly.
- Proactively reach out to end-users for high-value moments, for example, flagging failing devices before they die and scheduling replacements on the end-user’s terms.
- Offer a “Genius Bar”-style experience for complex issues, using the extra time to educate end-users so they leave with better skills, not just a closed ticket.
- Sit with HR, Finance, or Sales to map their manual friction points and design automated workflows, effectively acting as internal consultants to the business.
This is how IT moves from “keeping the lights on” to “helping the business go faster.” GenAI is the catalyst, but the outcome is cultural: less firefighting, more forward motion and an IT service desk that feels more like a strategic partner than a cost center.
Healing the Organization’s Papercuts with ITSM Automation
There was a time when “death by a thousand papercuts” felt inevitable in IT. That time is over. The State of ITSM report presents a different case: the paper cut tax is now a choice.
Automating routine, high-volume tickets doesn’t just tidy up the IT service desk queue. It protects your most valuable asset, your people’s time, and converts sunk operational effort into strategic capacity. Across all analyzed organizations, GenAI-enabled IT service desks collectively saved 323,243 hours in a single year. That’s a massive block of human potential that can be leveraged for modernization, resilience, and innovation, rather than being spent on password resets and status checks.
So the IT leadership question shifts. It’s no longer “Can we afford to implement AI in our ITSM?” The data flips it around: can you afford to keep paying the compounded cost of papercuts when a clear path exists to reclaim that time and reinvest it?
If you want to see how big that opportunity is for your own environment, the report includes a simple two-step formula: plug in your annual incident volume and your average hourly cost to model your potential hours reclaimed and cost efficiency based on the time saved seen in the report based on over 2,000 ITSM teams. That exercise turns an abstract idea into a concrete business case.
The papercuts are not going away on their own. However, with the right ITSM automation and AI strategy, and the right software partner to help you facilitate those automations, you can stop bleeding hours into them and start building the kind of IT organization that the rest of the business views as a strategic ally, not just a cost center.
* These organizations incorporated GenAI capabilities available through their SolarWinds Service Desk Premier plan. See the State of ITSM report for details on scope and methodology.
Lauren Okruch
Lauren is a passionate Product Marketing Manager at SolarWinds, specializing in IT Service Management (ITSM). With a deep appreciation for the balance between structure and simplicity, Lauren focuses on creating solutions that reduce friction and improve efficiency. As an American living abroad, she brings a global perspective to her work and enjoys exploring the intersection of technology and human-centered resolutions.
