# Best  AI SRE Tools Software

  *By [Sohan Pal](https://research.g2.com/insights/author/sohan-pal)*

   AI site reliability engineering (AI SRE) tools leverage artificial intelligence(AI) and machine learning (ML) to automate and augment the detection, investigation, and resolution of incidents across modern software systems. These tools reduce mean time to detect (MTTD) and mean time to resolve (MTTR) by correlating signals across observability data, logs, traces, and alerts, enabling engineering teams to manage reliability at scale.

AI SRE platforms go beyond traditional incident management by applying AI-driven root cause analysis, automated runbook execution, and intelligent on-call workflows. They integrate deeply with existing observability stacks, CI/CD pipelines, and communication tools to provide a unified reliability operations layer. These tools are primarily used by site reliability engineers, platform engineering teams, DevOps practitioners, and IT operations leaders who need to maintain service availability and performance across increasingly complex distributed architectures.

To qualify for inclusion in the AI Site Reliability Engineering (AI SRE) category, a product must:

- Enable teams to define, measure, and manage reliability through SLOs and SLIs
- Use AI to improve signal quality and detection by analyzing context, adjusting thresholds, and correlating events for intelligent alerting
- Accelerate investigation and root cause analysis by analyzing telemetry, incident data, and runtime behavior to identify likely causes, including emergent or non-deterministic failures, and, where possible, verify root causes through live execution rather than inference alone
- Operationalize reliability policy by managing or supporting error budgets, and providing service health insights and reporting for stakeholders
- Support automated remediation or guided actions, and may include human-in-the-loop decisioning for semi-autonomous operations at scale
- Support hybrid and heterogeneous environments, including legacy and enterprise codebases, and provide integrations or APIs so reliability work can be embedded into existing engineering and operations workflows
- Enable proactive, real-time, and end-to-end remediation from alert to code fix, including live debugging that produces and validates fixes in execution




  ## How Many  AI SRE Tools Software Products Does G2 Track?
**Total Products under this Category:** 34

  
## How Does G2 Rank  AI SRE Tools Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 4,800+ Authentic Reviews
- 34+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

  
## Which  AI SRE Tools Software Is Best for Your Use Case?

- **Leader:** [ServiceNow IT Operations Management](https://www.g2.com/products/servicenow-it-operations-management/reviews)
- **Highest Performer:** [Xurrent IMR](https://www.g2.com/products/xurrent-imr/reviews)
- **Easiest to Use:** [Sherlocks.ai](https://www.g2.com/products/sherlocks-ai/reviews)
- **Top Trending:** [ServiceNow IT Operations Management](https://www.g2.com/products/servicenow-it-operations-management/reviews)
- **Best Free Software:** [Dynatrace](https://www.g2.com/products/dynatrace/reviews)

  
  ## What Are the Top-Rated  AI SRE Tools Software Products in 2026?
### 1. [ServiceNow IT Operations Management](https://www.g2.com/products/servicenow-it-operations-management/reviews)
  ServiceNow IT Operations Management (ITOM) is a comprehensive solution designed to enhance the visibility, health, and optimization of an organization's IT infrastructure. By integrating advanced automation and artificial intelligence, ITOM enables proactive management of IT operations, reducing downtime and improving service delivery. Key Features and Functionality: - ITOM Visibility: Automates the discovery of IT assets across on-premises, cloud, and hybrid environments, providing a unified view of the infrastructure. Service Mapping identifies dependencies between IT components, facilitating impact analysis and change management. - ITOM Health: Consolidates and correlates events from various monitoring tools, enabling IT teams to prioritize and respond to critical incidents promptly. Operational Intelligence leverages AI and machine learning to detect patterns and anomalies, allowing for proactive issue resolution. - ITOM Optimization: Manages cloud resources effectively by providing visibility and control over public, private, and hybrid cloud environments. Automates provisioning, lifecycle management, and cost optimization of IT resources supporting application services. Primary Value and Solutions Provided: ServiceNow ITOM addresses the challenges of managing complex IT environments by offering a unified platform that enhances operational efficiency and service reliability. It enables organizations to transition from reactive to proactive operations, minimizing the risk of outages and optimizing resource utilization. By automating routine tasks and providing real-time insights, ITOM empowers IT teams to focus on strategic initiatives, ultimately driving business growth and resilience.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 384

**Who Is the Company Behind ServiceNow IT Operations Management?**

- **Seller:** [ServiceNow](https://www.g2.com/sellers/servicenow)
- **Company Website:** https://www.servicenow.com/
- **Year Founded:** 2004
- **HQ Location:** Santa Clara, CA
- **Twitter:** @servicenow (54,612 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/29352/ (32,701 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Financial Services
  - **Company Size:** 50% Enterprise, 20% Mid-Market


#### What Are ServiceNow IT Operations Management's Pros and Cons?

**Pros:**

- Ease of Use (51 reviews)
- Visibility (44 reviews)
- Monitoring (39 reviews)
- Automation (31 reviews)
- Flexibility (20 reviews)

**Cons:**

- Learning Difficulty (29 reviews)
- Complexity (27 reviews)
- Setup Complexity (25 reviews)
- Expensive (24 reviews)
- Steep Learning Curve (24 reviews)

### 2. [New Relic](https://www.g2.com/products/new-relic/reviews)
  New Relic invented cloud APM for application engineers. Today it is a leader in observability and source of truth for all engineers to make decisions with data across their entire software stack and the software life cycle. There are an estimated 25 million engineers in the world across more than 25 distinct functions. As every company becomes a software company, engineers are using New Relic to gather real-time insights and trending data about the performance of their software so they can be more resilient and deliver exceptional customer experiences. Only New Relic provides an all-in-one platform that is built and sold as a unified experience. With New Relic, customers get access to a secure telemetry cloud for all metrics, events, logs, and traces; powerful full-stack analysis tools; and predictable user-based pricing. New Relic has also curated one of the industry’s largest ecosystems of open source integrations, making it easy for every engineer to get started with observability and use New Relic alongside their other favorite applications.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 568

**Who Is the Company Behind New Relic?**

- **Seller:** [New Relic](https://www.g2.com/sellers/new-relic)
- **Company Website:** https://newrelic.com
- **Year Founded:** 2008
- **HQ Location:** San Francisco, CA
- **Twitter:** @newrelic (65,818 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/426253/ (3,067 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Software Engineer, Senior Software Engineer
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 43% Mid-Market, 30% Enterprise


#### What Are New Relic's Pros and Cons?

**Pros:**

- Ease of Use (97 reviews)
- Real-time Monitoring (95 reviews)
- Monitoring (75 reviews)
- Insights (69 reviews)
- Analytics (62 reviews)

**Cons:**

- Expensive (63 reviews)
- Pricing Issues (53 reviews)
- Complexity (50 reviews)
- Learning Curve (50 reviews)
- Complex Setup (38 reviews)

### 3. [Dynatrace](https://www.g2.com/products/dynatrace/reviews)
  Dynatrace is advancing observability for today’s digital businesses, helping to transform the complexity of modern digital ecosystems into powerful business assets. By leveraging AI-powered insights, Dynatrace enables organizations to analyze, automate, and innovate faster to drive their business forward. Learn more at www.dynatrace.com.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 1,231

**Who Is the Company Behind Dynatrace?**

- **Seller:** [Dynatrace](https://www.g2.com/sellers/dynatrace)
- **Year Founded:** 2005
- **HQ Location:** Boston, MA
- **Twitter:** @Dynatrace (18,662 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/125999/ (5,950 employees on LinkedIn®)
- **Ownership:** NYSE: DT

**Who Uses This Product?**
  - **Who Uses This:** Software Engineer, Senior Software Engineer
  - **Top Industries:** Information Technology and Services, Financial Services
  - **Company Size:** 69% Enterprise, 23% Mid-Market


#### What Are Dynatrace's Pros and Cons?

**Pros:**

- Ease of Use (84 reviews)
- Debugging (53 reviews)
- Insights (47 reviews)
- Features (44 reviews)
- Monitoring (44 reviews)

**Cons:**

- Learning Curve (43 reviews)
- Missing Features (39 reviews)
- Complexity (29 reviews)
- UX Improvement (26 reviews)
- Learning Difficulty (25 reviews)

### 4. [Xurrent IMR](https://www.g2.com/products/xurrent-imr/reviews)
  XurrentIMR (formerly Zenduty) is an end-to-end incident management platform for real-time alerts, task delegation, and SLA compliance. Seamlessly integrating with over 150+ popular monitoring and ticketing tools, it stands as a perfect platform for infrastructure and support teams to effectively handle on-call management and enhance their incident response lifecycle. Zenduty manages the entire incident response lifecycle including alert correlations, incident roles, task delegation, communication management, root cause analysis, response automation, and incident post-mortems. Integration features include: - Fully customizable notifications with on-call schedules - Custom escalation policies to ensure incidents are acknowledged and resolved within SLA limits - Incident roles and task templates/playbooks to ensure effective delegation, better preparedness and elimination of chaos - Personal and channel alerts for service-level incidents - Intelligent alert context to accelerate RCA - Custom alert routing rules - Response automation for building self-healing systems - Incident tags for classification of incidents - Advanced team, service and user-level analytics and reporting Tools we integrate with include Sentry, Datadog, Dynatrace, Grafana, Honeybadger, Loggly, NodePing, Pingdom, Prometheus, Rollbar, Runscope, SignalFX, StatusPage, Sumo Logic, Uptime, Zendesk, API, Splunk, Freshdesk, Raygun, Bitbucket, Jenkins, AWS CloudWatch, Github, Bugsnag, Kayako, CopperEgg, Email, StatusCake, Firebase Crashlytics, AppBeat, Healthchecks.io, OpsDash, Monitis, Checkly, Panopta, Site24x7, Hosted Graphite, LogDNA, Librato, Uptrends, Hosted Graphite, UptimeRobot, Papertrail, Fabric Crashlytics, Pingometer, Atatus, Scout, Graylog, Nagios, New Relic, Outgoing Webhook, CircleCI(beta), Logentries, Slack, Logzio, Humio, Lightstep, Sysdig, AppOptics, StatHat, ThousandEyes, Wormly, WaveFront, Zabbix, Icinga2, Jira, Jira Service Desk, ServiceNow, BMC Remedy and Splunk Legacy


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 158

**Who Is the Company Behind Xurrent IMR?**

- **Seller:** [Xurrent](https://www.g2.com/sellers/xurrent)
- **Company Website:** https://www.xurrent.com/
- **Year Founded:** 2010
- **HQ Location:** Santa Barbara, US
- **Twitter:** @4me (253 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/xurrent/ (165 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Software Engineer, Senior Software Engineer
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 48% Mid-Market, 28% Small-Business


#### What Are Xurrent IMR's Pros and Cons?

**Pros:**

- Alert Management (25 reviews)
- Ease of Use (19 reviews)
- Integrations (16 reviews)
- Customer Support (11 reviews)
- Intuitive (11 reviews)

**Cons:**

- Notification Issues (6 reviews)
- Missing Features (5 reviews)
- Feature Issues (4 reviews)
- Scheduling Issues (4 reviews)
- Integration Issues (3 reviews)

### 5. [Sherlocks.ai](https://www.g2.com/products/sherlocks-ai/reviews)
  Sherlocks.ai is an AI-driven SRE management tool that handles alerts, automates root cause analysis in seconds, and ensures system reliability 24/7. Your AI SRE teammate keeps your team from being awake at 2 AM, intelligently managing incidents, executing runbooks, and providing real-time insights. It helps teams prevent downtime, reduce operational toil, and maintain high-performing systems. Integrations takes less than 30 minutes. Sherlocks.ai connects seamlessly with popular observability and cloud tools like Kubernetes, Datadog, Prometheus, AWS, New Relic, and sends notifications directly to Slack.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 28

**Who Is the Company Behind Sherlocks.ai?**

- **Seller:** [sherlocks.ai](https://www.g2.com/sellers/sherlocks-ai)
- **Year Founded:** 2025
- **HQ Location:** Palo Alto, US
- **LinkedIn® Page:** https://www.linkedin.com/company/sherlocks-ai/ (8 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 54% Small-Business, 36% Mid-Market


#### What Are Sherlocks.ai's Pros and Cons?

**Pros:**

- Slack Integration (15 reviews)
- Alert Management (9 reviews)
- Integrations (9 reviews)
- Customer Satisfaction (8 reviews)
- Ease of Use (7 reviews)

**Cons:**

- Bug Issues (2 reviews)
- Complexity (2 reviews)
- Notification Issues (2 reviews)
- Bugs (1 reviews)
- Complex Setup (1 reviews)

### 6. [incident.io](https://www.g2.com/products/incident-io/reviews)
  Incidents can be stressful, but they don’t have to be. incident.io helps tech-led businesses navigate incidents from declaration to post-mortem and well beyond. Built on the experience from thousands of incidents, from small bugs to SEV-1’s, incident.io eliminates anxiety, uncertainty, and chaos experienced by responders during an incident. With an elegantly-designed interface, streamlined and transparent communication channels via Slack, and powerful workflows that bring automation and flexibility to your response process, incident.io minimizes communication silos and helps eliminate manual processes. With incident.io, you can focus on improving your product’s reliability and reducing downtime. With over a dozen integrations with popular tools like PagerDuty, Jira, and Backstage, incident.io ensures seamless connectivity throughout the incident response process. Trusted by industry-leading companies, including Etsy, monday.com, and Skyscanner, incident.io empowers faster incident resolution and cultivates shared understanding of roles and responsibilities among your team members. End-to-end incident management from the first alert to the final follow-up, with On-call, incident response, and status pages in one powerful incident management platform. Leveraging powerful dashboards that provide deep insights, engineering teams can learn from past incidents and apply cumulative knowledge to build more resilient products. With an intuitive interface that can be used by everyone — from the SRE, to the CS rep, to the CEO — and a seamless user experience, incident.io meaningfully improves your incident management process so that you can spend less time responding to incidents and more time fostering customer trust.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 179

**Who Is the Company Behind incident.io?**

- **Seller:** [incident.io](https://www.g2.com/sellers/incident-io)
- **Company Website:** https://incident.io
- **Year Founded:** 2021
- **HQ Location:** New York, US
- **Twitter:** @incident_io (3,644 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/incident-io/ (180 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Senior Software Engineer, Site Reliability Engineer
  - **Top Industries:** Computer Software, Financial Services
  - **Company Size:** 67% Mid-Market, 20% Enterprise


#### What Are incident.io's Pros and Cons?

**Pros:**

- Ease of Use (29 reviews)
- Customer Support (27 reviews)
- Slack Integration (24 reviews)
- Integrations (20 reviews)
- Customer Satisfaction (18 reviews)

**Cons:**

- Missing Features (8 reviews)
- Limited Features (7 reviews)
- Feature Issues (4 reviews)
- Integration Issues (3 reviews)
- Confusion (2 reviews)

### 7. [PagerDuty](https://www.g2.com/products/pagerduty/reviews)
  PagerDuty helps organizations of all sizes deliver seamless digital experiences by providing real-time insights and automation through the PagerDuty Operations Cloud. Designed to manage critical incidents, PagerDuty enables teams to detect, assess, and resolve issues faster, preventing downtime and ensuring business continuity. Key Features and Product Functionality PagerDuty Operations Cloud is the heart of our platform, providing proactive incident response, on-call management, automated workflows, and AI-powered insights. With seamless integrations to over 700 tools, including monitoring and collaboration platforms, PagerDuty helps teams centralize their operations to improve service reliability and avoid disruption. What Makes us Different PagerDuty empowers teams to solve critical problems quickly and efficiently, enhancing operational resilience and improving overall performance. Trusted by leading organizations, the Operations Cloud is uniquely built to handle the complexities of today’s digital businesses. Our ability to deliver real-time incident resolution sets us apart, giving IT leaders and CIOs the confidence to maintain always-on services. Get Started Experience the power of the PagerDuty Operations Cloud. Learn more and start your free trial at www.pagerduty.com/free-trial


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 906

**Who Is the Company Behind PagerDuty?**

- **Seller:** [PagerDuty](https://www.g2.com/sellers/pagerduty)
- **Company Website:** https://www.pagerduty.com/
- **Year Founded:** 2009
- **HQ Location:** San Francisco, CA
- **Twitter:** @pagerduty (24,695 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/482819/ (1,288 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Software Engineer, Senior Software Engineer
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 44% Mid-Market, 38% Enterprise


#### What Are PagerDuty's Pros and Cons?

**Pros:**

- Alert Notifications (21 reviews)
- Alerting System (19 reviews)
- Alert Management (17 reviews)
- Ease of Use (15 reviews)
- Easy Integrations (15 reviews)

**Cons:**

- Alert Issues (12 reviews)
- Expensive (8 reviews)
- Complexity (7 reviews)
- Inefficient Alert System (7 reviews)
- Complex UI (6 reviews)

### 8. [Dash0](https://www.g2.com/products/dash0/reviews)
  Dash0 is the only OpenTelemetry Native observability platform built with developers in mind. With granular, resource-centric monitoring, Dash0 provides real-time visibility across your applications and infrastructure. Its simple, transparent pricing and seamless integration with open standards like Perses, PromQL, and Kubernetes make it a breeze to use. Dash0 helps you quickly spot issues and optimize performance with actionable insights from logs, traces, and metrics, all in one place.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 42

**Who Is the Company Behind Dash0?**

- **Seller:** [Dash0](https://www.g2.com/sellers/dash0-d8c455c3-cd78-4a96-904e-add5fd91946b)
- **Company Website:** https://www.dash0.com
- **Year Founded:** 2023
- **HQ Location:** New York
- **Twitter:** @dash0hq (2,291 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/dash0hq (109 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 50% Small-Business, 31% Mid-Market


#### What Are Dash0's Pros and Cons?

**Pros:**

- Ease of Use (31 reviews)
- Customer Support (30 reviews)
- User Interface (24 reviews)
- Easy Setup (20 reviews)
- Easy Integrations (18 reviews)

**Cons:**

- Limited Features (10 reviews)
- Feature Deficiency (9 reviews)
- Missing Features (9 reviews)
- Limited Customization (6 reviews)
- Feature Limitations (5 reviews)

### 9. [Harness Platform](https://www.g2.com/products/harness-platform/reviews)
  Simplify your developer experience with the world's first AI-augmented software delivery platform. Upgrade your software delivery with Harness' innovative CI/CD, Feature Flags, Infrastructure as Code Management, and Chaos Engineering tools. We are a software delivery platform that helps developers and infrastructure engineers build and ship code for cloud and on-premise projects. We automate the continuous integration and continuous delivery (CI/CD) process to help teams build faster, ship more frequently, and improve quality, efficiency, and governance. We help companies in four key areas: Number one, we accelerate innovation through DevOps modernization. We provide an approach for software delivery that automates processes, reduces manual interventions, consolidates tools, and accelerates time-to-market for new products, features, and fixes. Number two, we improve developer experience. We give you the ability to attract, retain, and onboard high-caliber engineering talent while fostering a culture of continuous innovation and improvement. Number three, we secure software delivery. We give you the ability to integrate security into every phase of the SDLC. And last but not least is, we optimize cloud costs. We give you the ability to eliminate waste and to ensure that appropriate cloud resources are allocated at the right place at the right time.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 277

**Who Is the Company Behind Harness Platform?**

- **Seller:** [Harness](https://www.g2.com/sellers/harness-25016f40-e80f-4417-bea8-39412055d17a)
- **Company Website:** https://harness.io/
- **Year Founded:** 2018
- **HQ Location:** San Francisco
- **Twitter:** @HarnessWealth (1,403 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/harnessinc/ (1,611 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Software Engineer, DevOps Engineer
  - **Top Industries:** Computer Software, Financial Services
  - **Company Size:** 41% Enterprise, 39% Mid-Market


#### What Are Harness Platform's Pros and Cons?

**Pros:**

- Ease of Use (113 reviews)
- Features (72 reviews)
- Feature Flags (49 reviews)
- Easy Setup (40 reviews)
- Easy Integrations (31 reviews)

**Cons:**

- Missing Features (23 reviews)
- Limitations (20 reviews)
- Limited Features (20 reviews)
- Learning Curve (17 reviews)
- Poor UI (16 reviews)

### 10. [Better Stack](https://www.g2.com/products/better-stack/reviews)
  Better Stack is an eBPF-based, AI SRE observability tool. It helps engineers ship high-quality software faster and be the hero of their engineering teams.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 317

**Who Is the Company Behind Better Stack?**

- **Seller:** [Better Stack](https://www.g2.com/sellers/better-stack-3c077b8c-37c5-4d79-9e19-15cf3bd1960b)
- **Company Website:** https://betterstack.com/
- **Year Founded:** 2021
- **HQ Location:** San Francisco, CA
- **Twitter:** @BetterStackHQ (10,390 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/betterstack/ (29 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** CEO, CTO
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 88% Small-Business, 8% Mid-Market


#### What Are Better Stack's Pros and Cons?

**Pros:**

- Ease of Use (114 reviews)
- Easy Setup (93 reviews)
- User Interface (71 reviews)
- Setup Ease (54 reviews)
- Alerting System (52 reviews)

**Cons:**

- Expensive (22 reviews)
- Missing Features (22 reviews)
- Limited Features (13 reviews)
- Pricing Issues (13 reviews)
- Log Management (12 reviews)

### 11. [Rootly](https://www.g2.com/products/rootly/reviews)
  Rootly is the AI-native on-call and incident management platform that helps you resolve incidents faster, improve system resilience, and streamline on-call operations. It’s your always-on production AI copilot that automates root cause analysis and identifies patterns that drive continuous improvement—trusted by thousands of companies like LinkedIn, NVIDIA, Replit, Elastic, Canva, Clay, DoorDash, SoFi, and Superhuman.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 68

**Who Is the Company Behind Rootly?**

- **Seller:** [Rootly](https://www.g2.com/sellers/rootly)
- **Company Website:** https://www.rootly.com
- **HQ Location:** San Francisco, US
- **Twitter:** @rootlyhq (1,994 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/rootlyhq/ (64 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 59% Mid-Market, 26% Enterprise


#### What Are Rootly's Pros and Cons?

**Pros:**

- Ease of Use (10 reviews)
- Automation (7 reviews)
- Slack Integration (7 reviews)
- Customer Support (6 reviews)
- Easy Setup (5 reviews)

**Cons:**

- Integration Issues (3 reviews)
- Missing Features (3 reviews)
- Feature Issues (2 reviews)
- Notification Issues (2 reviews)
- Overwhelming (2 reviews)

### 12. [Lightrun](https://www.g2.com/products/lightrun-lightrun/reviews)
  Named 2021 Gartner Cool Vendor, Lightrun builds an IDE-native observability & debugging platform that enables developers to securely add logs, metrics and traces to production and staging environments in real time, on demand. No hotfixes, redeployments or restarts required. Developers use Lightrun for multiple code-level observability needs, including: \* Code-level alerts (Java, Node.js, Python, .NET) \* Feature verification \* Testing / debugging in production \* Troubleshooting cloud native apps, Serverless, and more \* Log optimization capabilities through a Log Optimizer(TM) By eliminating the need to reproduce bugs locally or issue a new software version for adding new logs or metrics to troubleshoot production issues, Lightrun's customers consistently reduce their MTTR by up to 50-60% and significantly improve development productivity. Issues that used to take 1-2 weeks to mitigate now take our customers on average less than an hour to solve. Lightrun empowers our customers' developers by eliminating the need for costly developer lifecycle operations like reproducing locally, or issuing a new software version just for adding new logs or metrics. Our customers, running petabyte-scale workloads with QPS in the high 100Ks across thousands of production servers, include companies that reach 44.5% of the internet's population and major, publicly-traded cybersecurity companies.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 67

**Who Is the Company Behind Lightrun?**

- **Seller:** [Lightrun](https://www.g2.com/sellers/lightrun)
- **Year Founded:** 2019
- **HQ Location:** Tel Aviv, IL
- **Twitter:** @Lightruntech (283 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/lightruntech/ (101 employees on LinkedIn®)

**Who Uses This Product?**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 43% Mid-Market, 28% Enterprise


#### What Are Lightrun's Pros and Cons?

**Pros:**

- Ease of Use (7 reviews)
- Debugging (6 reviews)
- Bug Detection (4 reviews)
- Customer Support (4 reviews)
- Easy Setup (4 reviews)

**Cons:**

- Bug Management (2 reviews)
- Error Handling (2 reviews)
- Feature Limitations (2 reviews)
- Limited Compatibility (2 reviews)
- Limited Features (2 reviews)

### 13. [FireHydrant](https://www.g2.com/products/firehydrant-firehydrant/reviews)
  Sound the alarm, assemble the team, and work the problem — all without a single swivel of the chair. FireHydrant is the only all-in-one incident management platform that helps teams manage incidents from the moment something seems off until you’ve learned from the retro. Companies like DocuSign, LaunchDarkly, 1Password, Duo, Snyk, and many more use FireHydrant to reduce manual work, get everyone on the same page, and improve time to resolution. Here’s how FireHydrant works across the entire incident lifecycle: Team-based alerting and on-call scheduling You built it, you own it, and now you can design the schedules, rules, and escalation policies you need for it. Get ultimate control over on-call management. Automated, unified incident response Confidently move from declared to resolved in a shared workspace that brings your team and tools together in Slack or Teams without all the context switching. Actionable learnings and analytics Automatic data capture, guided retrospectives, and built-in metrics on everything from alert-to-noise to MTTX cement insight-driven improvement in your culture. AI-enhanced response and insights Like having an expert on-call engineer by your side, our AI transcribes video meetings, creates incident summaries and Status Page updates, and provides instant context on existing issues. AI-enhanced Retrospectives analyze your incident data to provide root cause analysis, key findings, and contributing factors. Checking the boxes? We’ve got you covered: ✅ API-first, over 350 API endpoints, SDKs ✅ 35+ integrations with tools like PagerDuty, Slack, DataDog and more ✅ Terraform provider ✅ Run incidents from Slack, Teams, or the web UI ✅ SOC II compliant ✅ AI-enhanced


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 141

**Who Is the Company Behind FireHydrant?**

- **Seller:** [FireHydrant](https://www.g2.com/sellers/firehydrant)
- **Company Website:** https://firehydrant.com
- **Year Founded:** 2018
- **HQ Location:** New York, New York
- **Twitter:** @FireHydrant (1,268 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/firehydrant/ (30 employees on LinkedIn®)

**Who Uses This Product?**
  - **Who Uses This:** Software Engineer
  - **Top Industries:** Financial Services, Computer Software
  - **Company Size:** 50% Mid-Market, 45% Enterprise


#### What Are FireHydrant's Pros and Cons?

**Pros:**

- Automation (5 reviews)
- Integrations (5 reviews)
- Alert Management (4 reviews)
- Customer Support (3 reviews)
- Ease of Use (3 reviews)

**Cons:**

- Limited Customization (2 reviews)
- Complex Setup (1 reviews)
- Feature Issues (1 reviews)
- Integration Issues (1 reviews)
- Login Issues (1 reviews)

### 14. [SolarWinds IT Incident Response (Squadcast)](https://www.g2.com/products/solarwinds-it-incident-response-squadcast/reviews)
  SolarWinds® Incident Response (formerly Squadcast) is a premier unified incident management platform engineered to help modern enterprises automate response workflows, minimize downtime, and maximize engineering efficiency. Built on a robust Reliability Automation Platform, our solution seamlessly integrates on-call scheduling and incident response into a single, high-visibility interface. In today’s complex hybrid and multi-cloud environments, observability alone isn’t enough. SolarWinds Incident Response bridges the gap between detection and resolution. By unifying alerts from over 200 third-party tools, our platform uses AI-powered correlation and intelligent deduplication to eliminate alert fatigue. For DevOps, SRE, and IT teams, this means a massive reduction in "noise," allowing them to focus on critical system health rather than chasing false positives. Key Benefits for High-Performing Teams include: Accelerated Remediation: Drive significant operational improvements, with customers reporting up to a 68% reduction in Mean Time to Remediation (MTTR) and a 93% improvement in Mean Time to Acknowledge (MTTA). Intelligent On-Call Management: Automate complex scheduling and escalation paths. Ensure the right subject matter expert is reached instantly via Slack, Microsoft Teams, SMS, or mobile app notifications. Proactive SRE Workflows: Move beyond reactive firefighting. Use standardized runbooks, automated post-mortems, and SLO tracking to adopt Site Reliability Engineering (SRE) best practices effortlessly. Real-Time Collaboration: Empower cross-functional "incident swarming" with integrated communication tools and shared visibility, ensuring stakeholders are kept informed through automated status pages. Our mission is to provide the most user-friendly incident management solution on the market. By combining deep observability insights with proactive automation, we empower companies to strengthen system reliability and deliver seamless digital experiences. Whether you are managing on-premises infrastructure or scaling in the cloud, SolarWinds Incident Response provides the structured approach needed to maintain operational resilience. Transform your incident lifecycle from a manual burden into a streamlined, automated engine for continuous improvement.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 307

**Who Is the Company Behind SolarWinds IT Incident Response (Squadcast)?**

- **Seller:** [SolarWinds Worldwide LLC](https://www.g2.com/sellers/solarwinds-worldwide-llc)
- **Year Founded:** 1999
- **HQ Location:** Austin, TX
- **Twitter:** @solarwinds (19,604 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/166039/ (2,818 employees on LinkedIn®)
- **Ownership:** NYSE: SWI

**Who Uses This Product?**
  - **Who Uses This:** DevOps Engineer, Software Engineer
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 50% Mid-Market, 41% Small-Business


#### What Are SolarWinds IT Incident Response (Squadcast)'s Pros and Cons?

**Pros:**

- Ease of Use (4 reviews)
- Integrations (4 reviews)
- Easy Setup (3 reviews)
- Incident Management (3 reviews)
- Easy Integrations (2 reviews)

**Cons:**

- Insufficient Information (1 reviews)
- Lack of Guidance (1 reviews)
- Lack of Tutorials (1 reviews)
- Limited Features (1 reviews)
- Limited Free Services (1 reviews)

### 15. [Metoro](https://www.g2.com/products/metoro/reviews)
  Metoro is an AI SRE for Kubernetes based systems. It helps SREs, DevOps and Software Engineers handle production. Metoro autonomously monitors services and infrastructure to detect issues as they arise. Then it automatically root causes issues and fixes them by opening pull requests. It collects all telemetry required itself via eBPF - every container, service and host is instrumented at the kernel level at runtime - no code changes are needed. Users run one helm install to install Metoro into their clusters, then they're up and running. Set up is around 5 minutes. Metoro integrates at a deep level into your stack with these features: Deployment Verification - Metoro watches every change to your system - configuration, code changes, hardware changes and more. For each change it will identify risks and proactively check traces, metrics, logs, profiling information and events to verify that systems are operating effectively. Anomaly Detection - Metoro watches the state of all services - latencies, response codes, request rates, utilization and more. When something deviates, Metoro proactively investigates to verify that no degradation has occurred. If Metoro finds something, it pings your engineers with the problem, the root cause and the suggested remediations. Issue Categorization - As issues are discovered, Metoro checks previous issues to see if they are related. Metoro keeps these issues up to date so you can see when an issue last happened and what the severity is so you can prioritize effectively. Alert Investigation - Allocate alerts to Metoro to investigate. When the alert fires Metoro will follow any runbooks you provide or autonomously investigate to find the root cause. By the time your engineers get to their laptop, Metoro has often already root caused the problem. Assisted Debugging - If engineers are investigating an issue manually, they can delegate tasks to Metoro complete to speed up remediation. e.g. "Find the last rollout of the cart service, did metrics change"? Metoro is available as a SaaS, Bring Your Own Cloud (Metoro managed in your cloud), or fully on-prem.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 1

**Who Is the Company Behind Metoro?**

- **Seller:** [Metoro](https://www.g2.com/sellers/metoro)
- **HQ Location:** San Fransisco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/98393849 (3 employees on LinkedIn®)

**Who Uses This Product?**
  - **Company Size:** 100% Small-Business


### 16. [Aiden for DevOps](https://www.g2.com/products/aiden-for-devops/reviews)

**Who Is the Company Behind Aiden for DevOps?**

- **Seller:** [StackGen](https://www.g2.com/sellers/stackgen)
- **Year Founded:** 2023
- **HQ Location:** San Francisco, California, United States
- **LinkedIn® Page:** https://www.linkedin.com/company/stackgenai (48 employees on LinkedIn®)



### 17. [Azure SRE Agent](https://www.g2.com/products/azure-sre-agent/reviews)

**Who Is the Company Behind Azure SRE Agent?**

- **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft)
- **Year Founded:** 1975
- **HQ Location:** Redmond, Washington
- **Twitter:** @microsoft (13,105,638 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (227,697 employees on LinkedIn®)
- **Ownership:** MSFT



### 18. [Bits AI SRE](https://www.g2.com/products/bits-ai-sre/reviews)

**Who Is the Company Behind Bits AI SRE?**

- **Seller:** [Datadog](https://www.g2.com/sellers/datadog)
- **Year Founded:** 2010
- **HQ Location:** New York
- **Twitter:** @datadoghq (51,018 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1066442/ (10,076 employees on LinkedIn®)
- **Ownership:** NASDAQ: DDOG



### 19. [Causely](https://www.g2.com/products/causely/reviews)

**Who Is the Company Behind Causely?**

- **Seller:** [Causely](https://www.g2.com/sellers/causely)



### 20. [Ciroos.ai](https://www.g2.com/products/ciroos-ai/reviews)

**Who Is the Company Behind Ciroos.ai?**

- **Seller:** [Ciroos](https://www.g2.com/sellers/ciroos-1964d5eb-0077-446e-8687-43e5de23a020)
- **Year Founded:** 2025
- **HQ Location:** Pleasanton, US
- **LinkedIn® Page:** https://www.linkedin.com/company/ciroos (46 employees on LinkedIn®)



### 21. [Cleric](https://www.g2.com/products/cleric/reviews)
  Cleric is an AI-powered Site Reliability Engineer (SRE) designed to autonomously manage, optimize, and heal software infrastructure. By integrating with existing tools and systems, Cleric learns from each interaction to improve its performance, aiming to free engineers from the toil of production operations and allowing them to focus on development and innovation.



**Who Is the Company Behind Cleric?**

- **Seller:** [Cleric](https://www.g2.com/sellers/cleric)
- **Year Founded:** 2023
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/cleric-ai (17 employees on LinkedIn®)



### 22. [Deductive.ai SRE](https://www.g2.com/products/deductive-ai-sre/reviews)
  Deductive AI is an applied AI research lab that develops AGI to make software systems self-healing.



**Who Is the Company Behind Deductive.ai SRE?**

- **Seller:** [Deductive](https://www.g2.com/sellers/deductive)
- **Year Founded:** 2023
- **HQ Location:** Mountain View, US
- **LinkedIn® Page:** https://www.linkedin.com/company/deductive-ai (13 employees on LinkedIn®)



### 23. [DoctorDroid](https://www.g2.com/products/doctordroid/reviews)

**Who Is the Company Behind DoctorDroid?**

- **Seller:** [Alert Insights by Doctor Droid](https://www.g2.com/sellers/alert-insights-by-doctor-droid)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/dr-droid (1 employees on LinkedIn®)



### 24. [Fabrix AI](https://www.g2.com/products/fabrix-ai/reviews)

**Who Is the Company Behind Fabrix AI?**

- **Seller:** [CloudFabrix Software](https://www.g2.com/sellers/cloudfabrix-software)
- **Year Founded:** 2015
- **HQ Location:** Pleasanton, California
- **Twitter:** @CloudFabrix (4 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/fabrix.ai (114 employees on LinkedIn®)



### 25. [Hawkeye](https://www.g2.com/products/hawkeye-2025-12-16/reviews)
  Hawkeye by NeuBird is the first AI SRE Agent that autonomously diagnoses and resolves incidents in real-time, helping SRE and DevOps teams reduce MTTR up to 90%. With secure connections to your existing app stack, Hawkeye analyzes telemetry data across your multi-cloud, hybrid-cloud, and on-prem environments with AI precision, and AI speed. With Hawkeye, organizations no longer have to suffer through 3 AM bridge calls trying to pinpoint and diagnose complex incidents. Hawkeye automatically picks up alerts, diagnoses issues in real time, and provides actionable resolution—boosting SLAs and freeing engineers to focus on design and innovation. Hawkeye supports AWS, Microsoft Azure and GCP along with dozens of integrations into services ranging from Amazon CloudWatch to SnowFlake, MongoDB, and Prometheus.



**Who Is the Company Behind Hawkeye?**

- **Seller:** [NeuBird](https://www.g2.com/sellers/neubird)
- **Year Founded:** 2023
- **HQ Location:** San Francisco Bay Area, US
- **LinkedIn® Page:** https://www.linkedin.com/company/neubird-ai (25 employees on LinkedIn®)




    ## What Is  AI SRE Tools Software?
  [DevOps Platforms](https://www.g2.com/categories/devops-platforms)