--- title: Introducing AI-based patch stability scoring and Copilot for software deployments setup description: Introducing AI-based patch stability scoring that helps MSPs proactively avoid common patching issues. It uses AI-generated risk scores based on incident reports from global IT communities and open-source threat intelligence. canonical_url: https://www.acronis.com/en/blog/posts/introducing-ai-based-patch-stability-scoring-and-copilot-for-software-deployments-setup/ locale: en last_updated: 2026-10-27 --- [Acronis Blog](https://www.acronis.com/en/blog/) # Introducing AI-based patch stability scoring and Copilot for software deployments setup Introducing AI-based patch stability scoring that helps MSPs proactively avoid common patching issues. It uses AI-generated risk scores based on incident reports from global IT communities and open-source threat intelligence. [![Image 2: Alexey Sotnikov](https://staticfiles.acronis.com/images/content/445e85b69434e2f883a170995806995d.png)](https://www.acronis.com/en/blog/authors/alexey-sotnikov/ "Alexey Sotnikov") [Alexey Sotnikov](https://www.acronis.com/en/blog/authors/alexey-sotnikov/) 4 min read Last updated 15 July 2025 As MSPs grow, so does the complexity of managing thousands of devices across multiple clients. Patching must be safe, timely and smart — and software deployments must be fast, reliable and scalable. But in reality, these tasks are tedious and error-prone, leading to failed updates, user disruptions and time-consuming troubleshooting. To help MSPs stay ahead of these challenges, we’re introducing two new AI-powered capabilities in **Acronis RMM**: * **AI-based patch stability scoring** * **Copilot for software deployment setup** These features are designed to save time, reduce errors and help technicians work smarter — not harder. [![Image 3: Explore Acronis RMM and start your free 30-day trial.](https://staticfiles.acronis.com/images/content/5aa5dde46986161867e5babc28673f3b.png) Acronis Cyber Platform Explore Acronis RMM and start your free 30-day trial. Try now](https://www.acronis.com/en-us/products/cloud/trial/) ## Reduce patching risks with AI-based patch stability scoring Patching is critical for security and performance, but it’s also one of the most error-prone tasks. A single unstable patch can lead to system crashes, application issues or downtime for your clients. **AI-based patch stability scoring** helps MSPs proactively avoid these issues. It uses AI-generated risk scores based on incident reports from global IT communities and open-source threat intelligence. You’ll see clear risk labels like “Stable”, “Minor issues”, “Caution” or “Critical issues” directly in the Acronis RMM console — before you patch. Each label links to a detailed view with: * Summary of the patch * Reported issues and risks * Real-world technician feedback * Recommendations and remediation tips With this context, you can delay unstable patches for testing, prioritize stable updates for immediate deployment and automate decision-making using smart policies — reducing downtime and minimizing technician time spent on reactive troubleshooting. ![Image 4: Figure 1. The list of available patches with patch stability scores.](https://staticfiles.acronis.com/images/content/e0d2cc2a2759a0037cafba4b6d2ef151.png) Figure 1. The list of available patches with patch stability scores. ## Eliminate guesswork with Copilot for software deployment setup Custom software deployment can be a time-sink. Creating correct install / uninstall commands, return codes and metadata often requires skilled engineers and additional testing — making the process slow, error-prone and costly. **Copilot for software deployment setup**in DeployPilot™ removes this complexity with AI-powered automation. When you upload a custom package, Copilot instantly analyzes it and generates: * Install and uninstall commands * Return codes * Software metadata: name, vendor, version, architecture and more The result: faster rollouts and fewer failed deployments. Nearly 50% of deployment failures are caused by incorrect setup — and Copilot helps reduce those errors by up to 90%, eliminating guesswork and saving technician time. ![Image 5: Figure 2. Enabling Copilot for software deployment setup.](https://staticfiles.acronis.com/images/content/693d608bfd19266ed8eedc1efa2916a1.png) Figure 2. Enabling Copilot for software deployment setup. ## How Acronis RMM stands out from the competition AI-based patch stability scoring Among RMM tools, only Acronis and NinjaOne offer AI-based patch insights — but Acronis goes further in two critical ways: ### Broader coverage Acronis RMM provides stability scoring for both **Windows OS updates** and over **320 third-party applications**, ensuring visibility across a wider range of client environments. NinjaOne currently supports AI scoring only for **Windows OS updates**, leaving gaps in patch risk visibility for common business apps. ### Richer, more structured insights Acronis classifies each patch into **clear risk categories** — _Stable_, _Minor issues_, _Caution_ or _Critical issues_ — making it easy for MSPs to prioritize actions. Insights include **incident descriptions, known issues, recommendations** and **real-world feedback** — all timestamped and updated continuously. By contrast, NinjaOne provides **summary feedback** without a scoring system, making it harder to interpret or act on. AI-assisted software deployment with Copilot Acronis RMM is the **only RMM solution that uses AI to automate the setup of custom software deployments**. While other vendors like **NinjaOne and N-able**support software deployment, they rely on **manual inputs or static templates** for setting up install / uninstall commands, return codes and metadata. This approach leaves room for configuration errors, deployment delays and reactive technician troubleshooting. This addition marks another step forward for [DeployPilot™](https://www.acronis.com/en/solutions/cloud/software-deployment-automation/), which already includes unique features like automatic digital signature checks and anti-malware scanning of uploaded packages. The combination of AI-driven automation and built-in security makes it the only software deployment solution built for MSPs 3.0 — helping you deliver faster, safer and smarter deployments at scale. ## See it in action Watch these short demos to see how Acronis RMM uses AI for patching and software deployment. Patch stability scoring: [Video 1](https://www.youtube.com/watch?v=Qlck8nJSuKw) Copilot for software deployment: [Video 2](https://www.youtube.com/watch?v=XiyDJGrYYTk) ## Try it today These new features are available now in [**Acronis RMM**](https://www.acronis.com/en-us/products/cloud/cyber-protect/rmm-solution/) — part of the Acronis Cyber Platform (formerly Acronis Cyber Protect Cloud) platform. Whether you want to improve patch reliability or accelerate software rollouts, these AI-powered tools are here to help. ✅ **New to Acronis?** Start your [free trial of Acronis Cyber Platform (formerly Acronis Cyber Protect Cloud)](https://www.acronis.com/en/products/cloud/trial/) today. 🧩 **Already a partner? Refer to the following documentation articles:** * [Viewing the list of available patches](https://www.acronis.com/en/support/documentation/CyberProtectionService/#managing-list-of-patches.html) * [Uploading software packages](https://www.acronis.com/en/support/documentation/CyberProtectionService/#adding-software-packages-manually.html) **Achieve peak MSP performance with Acronis RMM.** [Patch management](https://www.acronis.com/en/blog/tags/patch-management/) [Remote Monitoring and Management (RMM)](https://www.acronis.com/en/blog/tags/rmm/) ## Written by ![Image 6: Alexey Sotnikov](https://staticfiles.acronis.com/images/content/445e85b69434e2f883a170995806995d.png) Alexey Sotnikov [Previous post](https://www.acronis.com/en/blog/posts/rmm-platform-for-msp/) [How an RMM platform helps MSPs scale and become more profitable](https://www.acronis.com/en/blog/posts/rmm-platform-for-msp/) [Next post](https://www.acronis.com/en/blog/posts/acronis-dr-to-azure-is-here-more-flexibility-same-console/) [Acronis DR to Azure is here: More flexibility, same console](https://www.acronis.com/en/blog/posts/acronis-dr-to-azure-is-here-more-flexibility-same-console/) About Acronis Acronis is a leader in AI-native cyber protection, unifying data protection, cybersecurity, IT operations and hybrid infrastructure to deliver business continuity, security and compliance with less cost and complexity. More than 21,000 service providers trust Acronis to protect over 750,000 businesses in 150 countries. Acronis is headquartered in Schaffhausen, Switzerland. [Add as a preferred source on Google](https://google.com/preferences/source?q=acronis.com) ## Related stories Want to learn more? Read the latest stories featuring this solution on our blog. [Acronis Blog](https://www.acronis.com/en/blog/) ![Image 7: stc Bahrain and Acronis partner to bring advanced endpoint security to businesses in Bahrain](https://staticfiles.acronis.com/images/blog-card/9600f3eea83b8f4e168ea6c1409c8c26.png) [stc Bahrain and Acronis partner to bring advanced endpoint security to businesses in Bahrain](https://www.acronis.com/en/blog/posts/stc-bahrain-and-acronis-partner-to-bring-endpoint-security-to-businesses/) We are proud to announce a strategic partnership with stc Bahrain, expanding access to advanced cybersecurity services for businesses across Bahrain. **October 26, 2026**3 min read ![Image 8: Acronis expands MDR toward broader workspace protection](https://staticfiles.acronis.com/images/blog-card/18e90e89f5ec4ef0901f19008d4ccbf2.png) [Acronis expands MDR toward broader workspace protection](https://www.acronis.com/en/blog/posts/acronis-expands-mdr-toward-broader-workspace-protection/) Acronis is expanding the MDR service with capabilities that make this expertise easier to deliver and help partners address more risks. The developments build on a broader commitment to managed security: helping service providers protect the connected workspace while giving customers access to the expertise needed to investigate threats, respond effectively and maintain business continuity. **October 13, 2026**6 min read ![Image 9: Acronis Cyber Protect v17: Improving cyber resilience across people, data and infrastructure](https://staticfiles.acronis.com/images/blog-card/c2467c28c0278609eb3560cb2a8a4d53.png) [Acronis Cyber Protect v17: Improving cyber resilience across people, data and infrastructure](https://www.acronis.com/en/blog/posts/acronis-cyber-protect-v17-improving-cyber-resilience-across-people-data-and-infrastructure/) Acronis Cyber Protect v17 Q3 2026 expands integrated cyber protection with new capabilities that strengthen security awareness, improve backup operations and extend protection across more virtual environments. The result is stronger cyber resilience, simplified operations and broader protection delivered through a single platform. **October 05, 2026**4 min read