# 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





## Top  AI SRE Tools Software at a Glance
| # | Product | Rating | Best For | What Users Say |
|---|---------|--------|----------|----------------|
| 1 | [ServiceNow IT Operations Management](https://www.g2.com/products/servicenow-it-operations-management/reviews) | 4.4/5.0 (398 reviews) | AIOps-driven event correlation with CMDB-anchored service mapping | "[Ticket-to-Email Integration and Easy Customization](https://www.g2.com/survey_responses/servicenow-it-operations-management-review-12931183)" |
| 2 | [New Relic](https://www.g2.com/products/new-relic/reviews) | 4.4/5.0 (568 reviews) | Full-stack observability with AI-driven root-cause tracing | "[Real-Time Insights, Smooth Troubleshooting](https://www.g2.com/survey_responses/new-relic-review-12023699)" |
| 3 | [Dynatrace](https://www.g2.com/products/dynatrace/reviews) | 4.5/5.0 (1,231 reviews) | AI-driven root cause analysis and MTTR reduction | "[Fully Automated Root-Cause Analysis with Lightning-Fast Performance](https://www.g2.com/survey_responses/dynatrace-review-12592533)" |
| 4 | [Xurrent IMR](https://www.g2.com/products/xurrent-imr/reviews) | 4.5/5.0 (180 reviews) | AI-assisted on-call alerting and incident response | "[Streamlined Incident Management with Great GCP Integration and Support](https://www.g2.com/survey_responses/xurrent-imr-review-12908520)" |
| 5 | [Sherlocks.ai](https://www.g2.com/products/sherlocks-ai/reviews) | 4.9/5.0 (28 reviews) | Slack-native incident RCA and triage | "[Sherlocks.ai aligned our Dev and DevOps teams](https://www.g2.com/survey_responses/sherlocks-ai-review-12169432)" |
| 6 | [PagerDuty](https://www.g2.com/products/pagerduty/reviews) | 4.5/5.0 (935 reviews) | AI-assisted on-call incident orchestration and escalation | "[Reliable paging that keeps our Azure on-call rotation sane](https://www.g2.com/survey_responses/pagerduty-review-12831402)" |
| 7 | [Harness Platform](https://www.g2.com/products/harness-platform/reviews) | 4.6/5.0 (277 reviews) | AI-assisted full-SDLC deployment automation | "[Harness - World of automation](https://www.g2.com/survey_responses/harness-platform-review-11792426)" |
| 8 | [incident.io](https://www.g2.com/products/incident-io/reviews) | 4.8/5.0 (181 reviews) | Slack-native incident response with AI-automated postmortems | "[Seamless Incident Management with Responsive Support](https://www.g2.com/survey_responses/incident-io-review-12836485)" |
| 9 | [Dash0](https://www.g2.com/products/dash0/reviews) | 4.8/5.0 (42 reviews) | OTel-native incident triage with AI-correlated signals | "[Dash0 impresses with a focus on OpenTelemetry, fast UI, strong support, and full cost control.](https://www.g2.com/survey_responses/dash0-review-12458066)" |
| 10 | [Rootly](https://www.g2.com/products/rootly/reviews) | 4.8/5.0 (70 reviews) | Slack-native incident response with automated workflows | "[Flexible, Scalable Incident Workflows with Phenomenal Support](https://www.g2.com/survey_responses/rootly-review-12982904)" |


## How Many  AI SRE Tools Software Products Does G2 Track?
**Total Products under this Category:** 36

### Category Stats (Jun 2026)
- **Average Rating**: 4.65/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product**: Rootly (+0.15%) - Among all products in this category, Rootly recorded the largest rating increase compared to last month
*Last updated: June 26, 2026*


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

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

- 30 Analysts and Data Experts
- 4,900+ Authentic Reviews
- 36+ 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)


---

**Sponsored**

### Status.io

Status.io is a status page management and incident communication software solution that helps organizations communicate system health, service disruptions, and maintenance events to customers and stakeholders through hosted status pages. Status.io is a type of status page and incident communication solution that helps SaaS providers, DevOps teams, enterprise IT departments, and API providers maintain transparent communication with users during service outages and planned maintenance windows. The platform serves organizations that need to reduce support ticket volume during incidents, maintain customer trust through proactive status updates, and automate status communication through integrations with existing monitoring infrastructure. The software enables users to create and manage public or private status pages that display real-time system health, component-level status information, performance metrics, active incidents, and scheduled maintenance events. Status pages operate on infrastructure separate from the user&#39;s primary systems, ensuring availability during outages. The platform supports customization through design tools or custom HTML, CSS, and JavaScript to align status pages with organizational branding. • \*\*Status Page Management\*\*: Create branded status pages displaying overall system health, component status for websites, APIs, mobile apps, and services, real-time performance metrics, active incidents, scheduled maintenance, and historical status updates • \*\*Incident and Maintenance Tracking\*\*: Create, update, and resolve incidents with automatic component status updates, schedule maintenance windows with automated subscriber reminders, and maintain comprehensive event history timelines • \*\*Multi-Channel Notifications\*\*: Send unlimited notifications via email, SMS, webhooks, RSS feeds, iCalendar, IRC, Microsoft Teams, Slack, and Twitter/X, with subscriber preference management for notification channels • \*\*Monitoring Tool Integrations\*\*: Automate status updates through integrations with monitoring and alerting tools including Nagios, New Relic, OpsGenie, PagerDuty, Pingdom, Site24x7, StatusCake, UptimeRobot, Datadog, LogicMonitor, Dynatrace, and Zabbix, with support for custom integrations via Developer API • \*\*Metrics and Analytics\*\*: Display live performance charts using real-time data from Custom Metric API or external sources, tracking response times, uptime percentages, and other performance indicators • \*\*Developer API Access\*\*: Provide programmatic access to status information through public Status API returning JSON format data, enabling API consumers to handle service disruptions programmatically in applications • \*\*Enterprise Security Features\*\*: Support for private status pages with single sign-on authentication via OIDC or SAML Identity Providers including OneLogin, Auth0, Okta, Azure AD, and Google Workspace, with optional IP Access Control The platform infrastructure is distributed across multiple geographic regions and cloud providers to maintain availability and redundancy. Status pages remain accessible when primary infrastructure experiences outages, providing a communication channel during critical incidents. The solution serves organizations ranging from startups to large enterprises managing complex, multi-tenant infrastructure.



[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&amp;secure%5Bad_slot%5D=category_product_list&amp;secure%5Bcategory_id%5D=1013924&amp;secure%5Bdisplayable_resource_id%5D=1236&amp;secure%5Bdisplayable_resource_type%5D=Category&amp;secure%5Bmedium%5D=sponsored&amp;secure%5Bplacement_reason%5D=neighbor_category&amp;secure%5Bplacement_resource_ids%5D%5B%5D=1236&amp;secure%5Bprioritized%5D=false&amp;secure%5Bproduct_id%5D=84907&amp;secure%5Bresource_id%5D=1013924&amp;secure%5Bresource_type%5D=Category&amp;secure%5Bsource_type%5D=category_page&amp;secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fai-sre-tools&amp;secure%5Btoken%5D=771c143d3d35bd4c9d097d6f4fecc43e4e1db1dc152d9bf24b68f348a9dfee97&amp;secure%5Burl%5D=https%3A%2F%2Fstatus.io%2F%3Futm_source%3Dg2%26utm_medium%3Dpaid%26utm_campaign%3Dprofile&amp;secure%5Burl_type%5D=custom_url)

---

## 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&#39;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:** 398

**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 (55,548 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/29352/ (35,081 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services, Financial Services
- **Company Size:** 50% Enterprise, 19% 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)


### What Do G2 Reviewers Say About ServiceNow IT Operations Management?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find ServiceNow IT Operations Management remarkably **user-friendly and accessible** , significantly enhancing their daily IT processes.
- Users value the **clear visibility and control** ServiceNow IT Operations Management offers, enhancing incident management and infrastructure understanding.
- Users appreciate the **efficient monitoring capabilities** of ServiceNow IT Operations Management, enhancing visibility and automation in IT infrastructure.
- Users appreciate the **automated visibility and control** in ServiceNow IT Operations Management, enhancing efficiency and reducing downtime.
- Users value the **flexibility** of ServiceNow IT Operations Management, enhancing integration and streamlining processes for improved efficiency.

**Cons:**

- Users find **learning difficulties** in configuring ServiceNow IT Operations Management, requiring more expertise for effective customization.
- Users struggle with the **complexity** of implementing ServiceNow ITOM, facing configuration challenges and a steep learning curve.
- Users face significant **setup complexity** with ServiceNow IT Operations Management, making initial implementation and configuration challenging.
- Users find the **licensing and implementation costs** of ServiceNow IT Operations Management to be quite high for smaller organizations.
- Users report a **steep learning curve** that can overwhelm beginners and complicate initial setup in ServiceNow ITOM.

#### What Are Recent G2 Reviews of ServiceNow IT Operations Management?

**"[Ticket-to-Email Integration and Easy Customization](https://www.g2.com/survey_responses/servicenow-it-operations-management-review-12931183)"**

**Rating:** 4.5/5.0 stars
*— Dinesh  K.*

[Read full review](https://www.g2.com/survey_responses/servicenow-it-operations-management-review-12931183)

---

**"[Excellent Service Discovery for Tracking and Managing Configuration Items](https://www.g2.com/survey_responses/servicenow-it-operations-management-review-12837306)"**

**Rating:** 5.0/5.0 stars
*— J Varun S.*

[Read full review](https://www.g2.com/survey_responses/servicenow-it-operations-management-review-12837306)

---


#### What Are G2 Users Discussing About ServiceNow IT Operations Management?

- [What is operations ServiceNow?](https://www.g2.com/discussions/what-is-operations-servicenow)
- [WHAT IS IT operations management software?](https://www.g2.com/discussions/what-is-it-operations-management-software)
- [What are the key IT services provided by ServiceNow?](https://www.g2.com/discussions/what-are-the-key-it-services-provided-by-servicenow)
- [Which functions are included in IT Operations Management?](https://www.g2.com/discussions/which-functions-are-included-in-it-operations-management)

### 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 (65,727 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/426253/ (3,053 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 (150 reviews)
- Real-time Monitoring (137 reviews)
- Monitoring (117 reviews)
- Insights (104 reviews)
- Analytics (90 reviews)

**Cons:**

- Expensive (83 reviews)
- Pricing Issues (68 reviews)
- Learning Curve (66 reviews)
- Complexity (59 reviews)
- Difficult Learning (52 reviews)


### What Do G2 Reviewers Say About New Relic?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **intuitive and easy-to-use interface** of New Relic, facilitating quick access to vital data.
- Users value the **real-time monitoring capabilities** of New Relic, enhancing visibility into application performance and environments.
- Users value the **real-time monitoring** capabilities of New Relic, enabling proactive issue detection and resolution.
- Users value the **intuitive interface and real-time performance insights** provided by New Relic for enhanced monitoring.
- Users praise the **detailed analytics** in New Relic, particularly valuing the powerful APM and customizable dashboards.

**Cons:**

- Users find New Relic&#39;s pricing model to be **expensive** , especially for smaller teams and high data volumes.
- Users find the **pricing model expensive** , especially for teams with high data volumes or multiple users.
- Users find a **steep learning curve** with New Relic, as mastering advanced features requires time and effort.
- Users find the **complexity** of New Relic daunting, with a steep learning curve and a cumbersome interface.
- Users find learning New Relic&#39;s features and **NRQL challenging** , requiring significant expertise for effective use.

#### What Are Recent G2 Reviews of New Relic?

**"[Real-Time Insights, Smooth Troubleshooting](https://www.g2.com/survey_responses/new-relic-review-12023699)"**

**Rating:** 5.0/5.0 stars
*— Rahul P.*

[Read full review](https://www.g2.com/survey_responses/new-relic-review-12023699)

---

**"[New Relic User Experience Review](https://www.g2.com/survey_responses/new-relic-review-10695865)"**

**Rating:** 5.0/5.0 stars
*— bhavik m.*

[Read full review](https://www.g2.com/survey_responses/new-relic-review-10695865)

---


#### What Are G2 Users Discussing About New Relic?

- [What does observability mean?](https://www.g2.com/discussions/what-does-observability-mean)
- [How do you use New Relic?](https://www.g2.com/discussions/how-do-you-use-new-relic)
- [What is full stack visibility?](https://www.g2.com/discussions/what-is-full-stack-visibility) - 2 comments
- [What is New Relic tool used for?](https://www.g2.com/discussions/what-is-new-relic-tool-used-for) - 1 comment

### 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 (18,668 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/125999/ (6,060 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 (112 reviews)
- Insights (69 reviews)
- Monitoring (63 reviews)
- Debugging (62 reviews)
- Features (62 reviews)

**Cons:**

- Learning Curve (56 reviews)
- Missing Features (53 reviews)
- Complexity (42 reviews)
- Learning Difficulty (36 reviews)
- Expensive (33 reviews)


### What Do G2 Reviewers Say About Dynatrace?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of Dynatrace, praising its effortless instrumenting and insightful debugging capabilities.
- Users value the **comprehensive insights** provided by Dynatrace, enhancing visibility and simplifying performance monitoring.
- Users find Dynatrace&#39;s **monitoring capabilities** invaluable for problem identification and performance measurement, enhancing application management.
- Users value the **AI-driven diagnostics** of Dynatrace, making problem identification and root cause analysis efficient.
- Users value the **extensive insights** from Dynatrace, enhancing monitoring with powerful analytics and integration features.

**Cons:**

- Users find the **steep learning curve** challenging, often feeling overwhelmed by the extensive features and inconsistencies.
- Users note that **missing features** in Dynatrace limit OTel support and hinder detailed analysis and communication.
- Users find the **complexity** of Dynatrace overwhelming, especially with its steep learning curve and extensive features.
- Users find the **learning difficulty** daunting due to the overwhelming amount of information and inconsistencies in functionality.
- Users find Dynatrace **expensive** , especially for smaller companies, limiting accessibility and increasing operational costs.

#### What Are Recent G2 Reviews of Dynatrace?

**"[Davis AI Delivers Clear Root-Cause Insights and Real-Time User Monitoring](https://www.g2.com/survey_responses/dynatrace-review-12645823)"**

**Rating:** 4.5/5.0 stars
*— Sabina K.*

[Read full review](https://www.g2.com/survey_responses/dynatrace-review-12645823)

---

**"[Fully Automated Root-Cause Analysis with Lightning-Fast Performance](https://www.g2.com/survey_responses/dynatrace-review-12592533)"**

**Rating:** 4.5/5.0 stars
*— Chirag A.*

[Read full review](https://www.g2.com/survey_responses/dynatrace-review-12592533)

---


#### What Are G2 Users Discussing About Dynatrace?

- [What is Dynatrace used for?](https://www.g2.com/discussions/what-is-dynatrace-used-for) - 3 comments
- [How do you use Rookout?](https://www.g2.com/discussions/how-do-you-use-rookout)
- [What is the use of Rookout?](https://www.g2.com/discussions/what-is-the-use-of-rookout)
- [What is offline debugging?](https://www.g2.com/discussions/what-is-offline-debugging)
- [What does Rookout do?](https://www.g2.com/discussions/what-does-rookout-do) - 2 comments

### 4. [Xurrent IMR](https://www.g2.com/products/xurrent-imr/reviews)
Xurrent IMR (Incident Management and Response) is an end-to-end platform designed to help infrastructure and support teams manage the full incident response lifecycle — from the first alert to the final post-mortem. Built for speed, clarity, and operational accountability, it gives on-call teams the structure they need to respond decisively when systems fail. At its core, Xurrent IMR brings together alert correlation, on-call scheduling, task delegation, and SLA compliance into a single, unified workflow. Rather than stitching together multiple point solutions, teams get a coherent system that handles every stage of incident response without context-switching. Key capabilities include: Intelligent alert routing and correlation: Custom routing rules and alert context surface the right information at the right time, helping teams accelerate root cause analysis and reduce noise. On-call management with escalation policies: Fully customizable schedules and escalation chains ensure incidents are acknowledged and resolved within SLA thresholds, with no gaps in coverage. Incident roles, task templates, and playbooks: Structured delegation frameworks reduce chaos during high-severity events, ensuring every team member knows their responsibilities before an incident strikes. Response automation: Automated workflows enable self-healing system behaviors, reducing mean time to resolution and minimizing manual intervention for recurring failure patterns. Advanced analytics and reporting: Team, service, and user-level reporting gives engineering and operations leaders the visibility to measure performance, identify gaps, and continuously improve. Xurrent IMR integrates with 150+ monitoring, observability, and ticketing tools — including Datadog, Prometheus, PagerDuty, Splunk, Jira, ServiceNow, Grafana, New Relic, and AWS CloudWatch — making it compatible with the stacks modern infrastructure teams already rely on. Whether managing a distributed engineering organization or a lean operations team, Xurrent IMR provides the coordination layer that turns reactive firefighting into a repeatable, measurable discipline.


**Average Rating:** 4.5/5.0
**Total Reviews:** 180

**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 (250 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/xurrent/ (174 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, 27% 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)


### What Do G2 Reviewers Say About Xurrent IMR?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of alert management** with Zenduty, enhancing workflow and accessibility across devices.
- Users find it incredibly simple to integrate and manage their on-call processes with **easy integration capabilities** of Xurrent IMR.
- Users appreciate the **seamless integrations** of Xurrent IMR, enhancing alert configurations and incident management effortlessly.
- Users praise the **excellent customer support** of Xurrent IMR, noting quick responses and helpful documentation.
- Users love the **intuitive design** of Xurrent IMR, praising its ease of use and helpful features for newcomers.

**Cons:**

- Users report **notification issues** , noting limited sound options and a need for better alert configurations and analytics.
- Users find a **lack of advanced features** in Xurrent IMR, limiting its effectiveness for comprehensive reporting and team collaboration.
- Users often experience **feature issues** with the web UI, finding it unintuitive and challenging to navigate during critical incidents.
- Users face significant **scheduling issues** , finding the UI confusing and the process of implementation challenging.
- Users note **integration issues** with certain third-party tools, which can complicate their overall experience with Xurrent IMR.

#### What Are Recent G2 Reviews of Xurrent IMR?

**"[Intuitive UI with strong features, but some features needs improvement](https://www.g2.com/survey_responses/xurrent-imr-review-12696020)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Financial Services*

[Read full review](https://www.g2.com/survey_responses/xurrent-imr-review-12696020)

---

**"[Streamlined Incident Management with Great GCP Integration and Support](https://www.g2.com/survey_responses/xurrent-imr-review-12908520)"**

**Rating:** 4.0/5.0 stars
*— Hatim B.*

[Read full review](https://www.g2.com/survey_responses/xurrent-imr-review-12908520)

---


#### What Are G2 Users Discussing About Xurrent IMR?

- [What is StatusCast used for?](https://www.g2.com/discussions/what-is-statuscast-used-for)
- [What is Zenduty used for?](https://www.g2.com/discussions/what-is-zenduty-used-for) - 1 comment

### 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/ (9 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)


### What Do G2 Reviewers Say About Sherlocks.ai?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **Slack integration** of Sherlocks.ai, enabling swift incident investigations and enhancing support communication.
- Users value the **real-time alert consolidation** of Sherlocks.ai, enhancing collaborative problem-solving and reducing resolution times.
- Users value the **flexible integrations** of Sherlocks.ai, enhancing collaboration and speeding up troubleshooting across various infrastructures.
- Users value the **enhanced customer satisfaction** provided by Sherlocks.ai through efficient troubleshooting and actionable insights.
- Users find Sherlocks.ai incredibly **easy to use** , enabling quick problem resolution and effective teamwork through seamless Slack integration.

**Cons:**

- Users note that **bug issues** arise with false alerts and missed edge cases, yet support is responsive.
- Users find the **initial configuration complex** , requiring tuning to achieve optimal signal versus noise in incident timelines.
- Users face **notification issues** with alert noise in unique flows, requiring support for optimal customization.
- Users report **automation errors** in Sherlocks.ai that necessitate manual adjustments and custom integrations for optimal functioning.
- Users find the **complex setup** process challenging, requiring extra configuration and support communication on initial use.

#### What Are Recent G2 Reviews of Sherlocks.ai?

**"[Sherlocks.ai aligned our Dev and DevOps teams](https://www.g2.com/survey_responses/sherlocks-ai-review-12169432)"**

**Rating:** 5.0/5.0 stars
*— Deepank A.*

[Read full review](https://www.g2.com/survey_responses/sherlocks-ai-review-12169432)

---

**"[Sherlocks.ai Keeps Suprsend Reliable and Our Team Focused](https://www.g2.com/survey_responses/sherlocks-ai-review-11845627)"**

**Rating:** 5.0/5.0 stars
*— Gaurav V.*

[Read full review](https://www.g2.com/survey_responses/sherlocks-ai-review-11845627)

---



### 6. [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:** 935

**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 (24,689 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/482819/ (1,267 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, 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)


### What Do G2 Reviewers Say About PagerDuty?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **automated and priority-based notifications** of PagerDuty, enabling swift team responses and reduced MTTR.
- Users appreciate the **automated and priority-based notifications** of PagerDuty, enhancing response times and team coordination.
- Users value the **reliable and easy management of on-call alerts** , enhancing their incident response with effective integrations.
- Users appreciate the **ease of use** with PagerDuty&#39;s intuitive scheduling and mobile app for incident management.
- Users value the **easy integrations** of PagerDuty, simplifying collaboration across multiple tools and enhancing incident management.

**Cons:**

- Users report difficulties with **alert issues** , including rigidity in integrations and confusion over incident management.
- Users find PagerDuty **expensive** , especially for small teams, making it less cost-friendly despite its overall functionality.
- Users find the **interface and configuration complexity** of PagerDuty challenging, especially for those new to the platform.
- Users experience an **inefficient alert system** in PagerDuty, leading to overwhelming noise and complexity for new users.
- Users find the **complex UI** of PagerDuty challenging, especially for newcomers trying to navigate its features.

#### What Are Recent G2 Reviews of PagerDuty?

**"[Technical efficiency approach](https://www.g2.com/survey_responses/pagerduty-review-12856233)"**

**Rating:** 4.0/5.0 stars
*— Johnny C.*

[Read full review](https://www.g2.com/survey_responses/pagerduty-review-12856233)

---

**"[Reliable paging that keeps our Azure on-call rotation sane](https://www.g2.com/survey_responses/pagerduty-review-12831402)"**

**Rating:** 4.5/5.0 stars
*— Nik H.*

[Read full review](https://www.g2.com/survey_responses/pagerduty-review-12831402)

---


#### What Are G2 Users Discussing About PagerDuty?

- [What is PagerDuty used for?](https://www.g2.com/discussions/what-is-pagerduty-used-for) - 2 comments
- [Who are PagerDuty competitors?](https://www.g2.com/discussions/who-are-pagerduty-competitors)
- [How much does PagerDuty cost?](https://www.g2.com/discussions/how-much-does-pagerduty-cost) - 1 comment
- [Who uses PagerDuty?](https://www.g2.com/discussions/who-uses-pagerduty)
- [What is PagerDuty software?](https://www.g2.com/discussions/what-is-pagerduty-software)

### 7. [Harness Platform](https://www.g2.com/products/harness-platform/reviews)
Simplify your developer experience with the world&#39;s first AI-augmented software delivery platform. Upgrade your software delivery with Harness&#39; 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 (1,389 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/harnessinc/ (1,701 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)


### What Do G2 Reviewers Say About Harness Platform?
*AI-generated summary from verified user reviews*

**Pros:**

- Users highlight the **ease of use** of Harness Platform, making it simple to implement and customize for projects.
- Users value the **ease of use and comprehensive SDK support** , making integration and targeting users straightforward and efficient.
- Users value the **flexibility of managing feature flags** across environments, enhancing their development and deployment processes.
- Users appreciate the **easy setup** of Harness Platform, enabling quick implementation of feature flags and A/B testing.
- Users find the **easy integrations** with Harness Platform invaluable for enhancing their DevOps workflows efficiently.

**Cons:**

- Users feel the **missing features** in Harness Platform, particularly regarding API access and AB testing capabilities.
- Users find it challenging to **manage feature flags** , especially with unclear deactivation processes and limits on quantity.
- Users note the **limited features** of Harness Platform, particularly in SDK options and traffic splitting functionality.
- Users note a **steep learning curve** with Harness Platform, requiring time and support to grasp its extensive features.
- Users experience a **poor UI** that complicates tasks like copying flags and managing split rules effectively.

#### What Are Recent G2 Reviews of Harness Platform?

**"[Harness - World of automation](https://www.g2.com/survey_responses/harness-platform-review-11792426)"**

**Rating:** 4.5/5.0 stars
*— Sunil A.*

[Read full review](https://www.g2.com/survey_responses/harness-platform-review-11792426)

---

**"[Best tool for cost optimization and Repository](https://www.g2.com/survey_responses/harness-platform-review-11543262)"**

**Rating:** 5.0/5.0 stars
*— Satendra V.*

[Read full review](https://www.g2.com/survey_responses/harness-platform-review-11543262)

---


#### What Are G2 Users Discussing About Harness Platform?

- [What is Harness Continuous Delivery used for?](https://www.g2.com/discussions/what-is-harness-continuous-delivery-used-for) - 1 comment
- [What is Propelo used for?](https://www.g2.com/discussions/what-is-propelo-used-for)
- [What is Harness Cloud Cost Management used for?](https://www.g2.com/discussions/what-is-harness-cloud-cost-management-used-for)
- [What is the difference between harness and Jenkins?](https://www.g2.com/discussions/what-is-the-difference-between-harness-and-jenkins) - 1 comment
- [What is streaming Split IO?](https://www.g2.com/discussions/what-is-streaming-split-io) - 1 comment

### 8. [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:** 181

**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 (3,684 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/incident-io/ (199 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)


### What Do G2 Reviewers Say About incident.io?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of incident.io, finding it straightforward to set up and configure effectively.
- Users praise the **responsive customer support** of incident.io, making incident management seamless and effective.
- Users value the **seamless Slack integration** of incident.io, enhancing efficiency and collaboration during incident management.
- Users value the **seamless integrations** of Incident.io, enhancing teamwork and efficiency in incident management.
- Users commend **incident.io&#39;s excellent customer support** , with rapid responses and effective collaboration enhancing their incident management experience.

**Cons:**

- Users express disappointment over **missing features** like multi-language support and SLA tracking, limiting broader adoption.
- Users find the **limited features** of incident.io restricts customization and overlooks important functionalities like SLA tracking.
- Users face challenges with **feature issues** such as limited API functionality and cumbersome catalog creation processes.
- Users note significant **integration issues** , particularly with Microsoft Teams and limited options for automated incident management.
- Users find the **configuration of escalation paths confusing** and struggle with frequent UI changes impacting usability.

#### What Are Recent G2 Reviews of incident.io?

**"[Seamless Incident Management with Responsive Support](https://www.g2.com/survey_responses/incident-io-review-12836485)"**

**Rating:** 4.5/5.0 stars
*— David H.*

[Read full review](https://www.g2.com/survey_responses/incident-io-review-12836485)

---

**"[AI-First Incident Management with AI that Actually Saves Time](https://www.g2.com/survey_responses/incident-io-review-12135100)"**

**Rating:** 5.0/5.0 stars
*— Alex N.*

[Read full review](https://www.g2.com/survey_responses/incident-io-review-12135100)

---


#### What Are G2 Users Discussing About incident.io?

- [What do you like most about incident.io for incident management, and what could be improved?](https://www.g2.com/discussions/what-do-you-like-most-about-incident-io-for-incident-management-and-what-could-be-improved) - 1 comment
- [What is incident.io used for?](https://www.g2.com/discussions/what-is-incident-io-used-for) - 1 comment

### 9. [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 (2,320 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/dash0hq (167 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 (19 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)


### What Do G2 Reviewers Say About Dash0?
*AI-generated summary from verified user reviews*

**Pros:**

- Users love the **ease of use** in Dash0, allowing for quick setup and intuitive navigation for all roles.
- Users rave about Dash0&#39;s **responsive customer support** , ensuring a smooth and helpful experience in using the product.
- Users commend Dash0&#39;s **intuitive UI/UX** , enhancing their experience with seamless functionality and quick issue resolution.
- Users appreciate the **easy setup** of Dash0, enabling quick integration and seamless onboarding experiences.
- Users highlight the **easy integrations** with Dash0, appreciating the seamless setup and efficient data handling.

**Cons:**

- Users note the **limited features** of Dash0, with fewer advanced options compared to more established tools.
- Users note the **feature deficiency** in Dash0, lacking some advanced tools compared to more established options.
- Users point out the **missing features** in Dash0, noting gaps compared to more established tools.
- Users find the **limited customization** of Dash0 challenging, particularly in mobile functionality and querying capabilities.
- Users note the **feature limitations** of Dash0, as it lacks advanced functionalities found in more established tools.

#### What Are Recent G2 Reviews of Dash0?

**"[Dash0 impresses with a focus on OpenTelemetry, fast UI, strong support, and full cost control.](https://www.g2.com/survey_responses/dash0-review-12458066)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Computer Software*

[Read full review](https://www.g2.com/survey_responses/dash0-review-12458066)

---

**"[Sleek, OTel-Native Observability with Fast UI and Excellent Support](https://www.g2.com/survey_responses/dash0-review-12212252)"**

**Rating:** 4.5/5.0 stars
*— Michael E.*

[Read full review](https://www.g2.com/survey_responses/dash0-review-12212252)

---



### 10. [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:** 70

**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 (2,019 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/rootlyhq/ (74 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)


### What Do G2 Reviewers Say About Rootly?
*AI-generated summary from verified user reviews*

**Pros:**

- Users praise Rootly for its **ease of use** , offering an intuitive and seamless experience for incident management.
- Users value the **automation of workflows** in Rootly, enhancing efficiency and consistency in incident management.
- Users value the **seamless Slack integration** of Rootly, enhancing communication and streamlining incident management effortlessly.
- Users commend Rootly&#39;s **responsive customer support** , appreciating their engagement and willingness to enhance the user experience.
- Users find the **easy setup** of Rootly exceptionally helpful, enabling quick onboarding and seamless integration with tools.

**Cons:**

- Users note **integration issues** with Rootly, despite responsive support and workaround options available.
- Users note the **missing features** in Rootly, especially with integrations and complex use cases, impacting its competitiveness.
- Users note **feature issues** with Rootly, particularly in UI navigation and integration smoothness, affecting customization experience.
- Users find the **notification overload** in Rootly distracting, especially during major incidents, affecting their experience.
- Users find the **overwhelming options** in Rootly can lead to notification overload during major incidents in Slack.

#### What Are Recent G2 Reviews of Rootly?

**"[Flexible, Scalable Incident Workflows with Phenomenal Support](https://www.g2.com/survey_responses/rootly-review-12982904)"**

**Rating:** 5.0/5.0 stars
*— Alex M.*

[Read full review](https://www.g2.com/survey_responses/rootly-review-12982904)

---

**"[Friendly, Easy to Configure, Powerful and Highly Customizable for Incident Management](https://www.g2.com/survey_responses/rootly-review-12782702)"**

**Rating:** 4.5/5.0 stars
*— Guillermo S.*

[Read full review](https://www.g2.com/survey_responses/rootly-review-12782702)

---


#### What Are G2 Users Discussing About Rootly?

- [What is Rootly - Manage Incidents on Slack used for?](https://www.g2.com/discussions/what-is-rootly-manage-incidents-on-slack-used-for)

### 11. [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:** 322

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

- **Seller:** [Better Stack](https://www.g2.com/sellers/better-stack-3c077b8c-37c5-4d79-9e19-15cf3bd1960b)
- **Year Founded:** 2021
- **HQ Location:** San Francisco, CA
- **Twitter:** @BetterStackHQ (10,698 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/betterstack/ (31 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 (118 reviews)
- Easy Setup (97 reviews)
- User Interface (73 reviews)
- Setup Ease (55 reviews)
- Alerting System (52 reviews)

**Cons:**

- Expensive (23 reviews)
- Missing Features (22 reviews)
- Pricing Issues (14 reviews)
- Limited Features (13 reviews)
- Log Management (12 reviews)


### What Do G2 Reviewers Say About Better Stack?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of Better Stack, praising its simple setup and excellent UI for monitoring.
- Users highlight the **easy setup** of Better Stack, finding it simple to implement and integrate seamlessly.
- Users praise the **excellent user interface** of Better Stack, appreciating its ease of implementation and integration.
- Users love the **easy setup** of Better Stack, enabling quick deployment and seamless usage right from the start.
- Users find Better Stack&#39;s **alerting system to be essential** , with easy setup and effective monitoring tools.

**Cons:**

- Users find the product **expensive** once the free tier is exhausted, limiting access to advanced features.
- Users are disappointed by the **missing features** in Better Stack, particularly the lack of Discord integration and webhook options.
- Users find **pricing issues** a concern, especially after exhausting free tier limits and needing a paid plan for extras.
- Users find the **limited features** in Better Stack can restrict growth and integration capabilities for their projects.
- Users find the **log management process challenging** , citing issues with usability, customization, and inconsistent log collection.

#### What Are Recent G2 Reviews of Better Stack?

**"[Polished UI and a Free Tier That Covers All My Domain Monitoring Needs](https://www.g2.com/survey_responses/better-stack-review-12970056)"**

**Rating:** 5.0/5.0 stars
*— Alejandro G.*

[Read full review](https://www.g2.com/survey_responses/better-stack-review-12970056)

---

**"[Better Stack Simplifies Monitoring, Alerting, and Logs with Fast, Reliable Outage Detection](https://www.g2.com/survey_responses/better-stack-review-12954208)"**

**Rating:** 4.5/5.0 stars
*— Ravindra N.*

[Read full review](https://www.g2.com/survey_responses/better-stack-review-12954208)

---


#### What Are G2 Users Discussing About Better Stack?

- [Which tools can you use to monitor a website&#39;s Uptime?](https://www.g2.com/discussions/which-tools-can-you-use-to-monitor-a-website-s-uptime)
- [What is Hexometer browser?](https://www.g2.com/discussions/better-uptime-what-is-hexometer-browser)
- [What is betteruptime?](https://www.g2.com/discussions/what-is-betteruptime)
- [Is better Uptime free?](https://www.g2.com/discussions/is-better-uptime-free) - 7 comments, 1 upvote

### 12. [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:** 142

**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 (1,262 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/firehydrant/ (27 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:**

- Easy Integrations (7 reviews)
- Automation (5 reviews)
- Communication (5 reviews)
- Integrations (5 reviews)
- Alert Management (4 reviews)

**Cons:**

- Complexity (4 reviews)
- Confusion (4 reviews)
- Limited Features (4 reviews)
- Learning Curve (3 reviews)
- Interface Issues (2 reviews)


### What Do G2 Reviewers Say About FireHydrant?
*AI-generated summary from verified user reviews*

**Pros:**

- Users enjoy the **easy integrations** of FireHydrant, which streamline incident response and enhance collaboration effortlessly.
- Users commend the **automation features** of FireHydrant, streamlining incident processes and enhancing collaboration during incidents.
- Users highlight the **intuitive communication flow** of FireHydrant, enhancing incident management and team collaboration seamlessly.
- Users appreciate the **seamless integrations** of FireHydrant with tools like Slack and Jira, enhancing their incident response workflows.
- Users commend FireHydrant for its **effective alert management** , seamlessly integrating various tools to streamline incident response.

**Cons:**

- Users find the **complexity of customization options** and interface transitions to be overwhelming and confusing.
- Users express **confusion** regarding teams, UI, and licensing, highlighting a need for clearer integration and understanding.
- Users find the **limited features** of FireHydrant restrictive, particularly in automation triggers and reporting capabilities.
- Users face a **steep learning curve** with Blameless, especially when adjusting to various interfaces and features.
- Users find the **interface issues** with FireHydrant confusing, particularly regarding the web version&#39;s intuitiveness.

#### What Are Recent G2 Reviews of FireHydrant?

**"[FireHydrant Makes Incident Notifications Effortless and Keeps the Right People Informed](https://www.g2.com/survey_responses/firehydrant-review-12804478)"**

**Rating:** 5.0/5.0 stars
*— Gunther C.*

[Read full review](https://www.g2.com/survey_responses/firehydrant-review-12804478)

---

**"[FireHydrant’s Guided Workflows and Monitoring Integrations Shine](https://www.g2.com/survey_responses/firehydrant-review-11930299)"**

**Rating:** 5.0/5.0 stars
*— Zoie S.*

[Read full review](https://www.g2.com/survey_responses/firehydrant-review-11930299)

---


#### What Are G2 Users Discussing About FireHydrant?

- [What is Blameless used for?](https://www.g2.com/discussions/what-is-blameless-used-for) - 1 comment, 1 upvote

### 13. [Lightrun](https://www.g2.com/products/lightrun-lightrun/reviews)
Named 2021 Gartner Cool Vendor, Lightrun builds an IDE-native observability &amp; 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&#39;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&#39; 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&#39;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 (282 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/lightruntech/ (90 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 (28 reviews)
- Debugging (26 reviews)
- Debugging Tools (19 reviews)
- Efficiency (14 reviews)
- Real-time Monitoring (13 reviews)

**Cons:**

- Improvements Needed (5 reviews)
- Limited Compatibility (5 reviews)
- Missing Features (5 reviews)
- Poor UI Design (5 reviews)
- UX Improvement (5 reviews)


### What Do G2 Reviewers Say About Lightrun?
*AI-generated summary from verified user reviews*

**Pros:**

- Users find Lightrun to be **very easy and intuitive** , enabling seamless real-time debugging without the hassle of deployments.
- Users value the **real-time debugging** capabilities of Lightrun, significantly improving troubleshooting and reducing deployment needs.
- Users highly value the **real-time debugging capabilities** of Lightrun, significantly improving troubleshooting and development efficiency.
- Users value the **efficiency** of Lightrun for real-time debugging, significantly reducing time spent on troubleshooting issues.
- Users highlight the **real-time monitoring** capabilities of Lightrun, making debugging seamless and efficient in production environments.

**Cons:**

- Users suggest that Lightrun needs **improvements in UI and documentation** for a more user-friendly experience.
- Users report **limited compatibility** with Lightrun, facing issues with plugins and lacking support for various languages.
- Users express a desire for **missing features** like theme support and improved language compatibility in Lightrun.
- Users suggest that the **UI design of Lightrun** needs improvement for better navigation and integration functionality.
- Users note that while Lightrun shows promise, the **UI could use further improvement** to enhance overall usability.

#### What Are Recent G2 Reviews of Lightrun?

**"[Amazing product saved the customer two months of waiting](https://www.g2.com/survey_responses/lightrun-review-11698457)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Program Development*

[Read full review](https://www.g2.com/survey_responses/lightrun-review-11698457)

---

**"[Effortless Production Debugging with Root Cause Precision](https://www.g2.com/survey_responses/lightrun-review-12211888)"**

**Rating:** 4.5/5.0 stars
*— Ranjit S.*

[Read full review](https://www.g2.com/survey_responses/lightrun-review-12211888)

---


#### What Are G2 Users Discussing About Lightrun?

- [What is Lightrun used for?](https://www.g2.com/discussions/what-is-lightrun-used-for) - 5 upvotes

### 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 &quot;noise,&quot; 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 &quot;incident swarming&quot; 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 (19,570 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/166039/ (2,824 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:**

- Efficiency (19 reviews)
- Notifications (15 reviews)
- Reliability (13 reviews)
- Intuitive (12 reviews)
- Automation (10 reviews)

**Cons:**

- Notification Issues (28 reviews)
- Alert Overload (20 reviews)
- Missing Features (11 reviews)
- Feature Issues (9 reviews)
- Call Issues (8 reviews)


### What Do G2 Reviewers Say About SolarWinds IT Incident Response (Squadcast)?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **efficiency** of Squadcast, enabling streamlined incident management and quick setup for their teams.
- Users value the **automatic escalation and customizable notifications** of SolarWinds IT Incident Response, enhancing incident management efficiency.
- Users value the **reliability and consistent performance** of SolarWinds IT Incident Response, ensuring confidence during critical incidents.
- Users value the **intuitive design** of SolarWinds IT Incident Response, enabling seamless navigation and efficient incident management.
- Users benefit from the **automation** features of Squadcast, streamlining incident response and enabling quick resolution.

**Cons:**

- Users face **notification issues** due to alert flooding and limited acknowledgment capabilities, affecting response efficiency.
- Users experience **alert overload** with Squadcast, causing fatigue due to poorly configured alert settings.
- Users note the **missing features** like advanced alert escalation and problematic filter options, impacting usability and effectiveness.
- Users express concerns over **feature issues** , particularly with batch operations and complex UI for incident management.
- Users face challenges with **call issues** , including lack of round robin alerts and difficulties in acknowledging calls.

#### What Are Recent G2 Reviews of SolarWinds IT Incident Response (Squadcast)?

**"[Effortless Implementation and Feature-Rich Integration](https://www.g2.com/survey_responses/solarwinds-it-incident-response-squadcast-review-11994972)"**

**Rating:** 4.0/5.0 stars
*— Chinthaka J.*

[Read full review](https://www.g2.com/survey_responses/solarwinds-it-incident-response-squadcast-review-11994972)

---

**"[Powerful On-Call Scheduling, Smart Alert Routing, and Seamless Monitoring Integrations](https://www.g2.com/survey_responses/solarwinds-it-incident-response-squadcast-review-12238798)"**

**Rating:** 5.0/5.0 stars
*— Manan M.*

[Read full review](https://www.g2.com/survey_responses/solarwinds-it-incident-response-squadcast-review-12238798)

---


#### What Are G2 Users Discussing About SolarWinds IT Incident Response (Squadcast)?

- [Can you edit on SquadCast?](https://www.g2.com/discussions/can-you-edit-on-squadcast)
- [How much does SquadCast cost?](https://www.g2.com/discussions/how-much-does-squadcast-cost) - 1 comment
- [How do you use SquadCast?](https://www.g2.com/discussions/how-do-you-use-squadcast)
- [What is SquadCast?](https://www.g2.com/discussions/squadcast-what-is-squadcast) - 2 comments

### 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&#39;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. &quot;Find the last rollout of the cart service, did metrics change&quot;? 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



#### What Are Recent G2 Reviews of Metoro?

**"[Simplified Kubernetes Monitoring with Stellar Support](https://www.g2.com/survey_responses/metoro-review-12527464)"**

**Rating:** 5.0/5.0 stars
*— Jared J.*

[Read full review](https://www.g2.com/survey_responses/metoro-review-12527464)

---



### 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. [Annie](https://www.g2.com/products/annie/reviews)
Anyshift Annie is your AI Site Reliability Engineer, deployed as a Slack-native and MCP-compatible agent. Annie investigates incidents, answers infrastructure questions, and audits changes against a versioned knowledge graph that spans every layer of your stack: cloud (AWS, GCP, Azure), infrastructure-as-code (Terraform), containers (Kubernetes), and monitoring (Datadog, PagerDuty, incident.io). Unlike telemetry-based AIOps tools that infer cause from logs and metrics, Anyshift reads the topology directly. The resource graph captures every IAM change, Helm rollout, Terraform deployment, and code commit as a node Annie can traverse. Time-travel queries answer &quot;what changed in the last hour that touched this service?&quot; against a 7-day window. Cascading-failure traversal returns the full blast radius of any change. Setup is read-only and takes about 30 minutes per integration. Median investigation time is 3 minutes. Independent benchmarks (SadServers, We The Flywheel) report 30% reduction in root-cause-analysis time vs senior-SRE baseline. Customers include Voodoo, Citrix, MotherDuck, Cloud.com, BeReal, TIBCO, Yubo, and Arctera. Target buyers: engineering and SRE teams at mid-to-enterprise companies running complex multi-cloud production environments.



**Who Is the Company Behind Annie?**

- **Seller:** [Anyshift](https://www.g2.com/sellers/anyshift-8610f8a0-48c1-481b-81b4-d8e04c25a545)
- **Year Founded:** 2024
- **HQ Location:** San Francisco , US
- **LinkedIn® Page:** https://www.linkedin.com/company/anyshift-io (11 employees on LinkedIn®)






### 18. [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 (13,091,739 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (231,632 employees on LinkedIn®)
- **Ownership:** MSFT






### 19. [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 (51,207 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1066442/ (9,386 employees on LinkedIn®)
- **Ownership:** NASDAQ: DDOG






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

**Who Is the Company Behind Causely?**

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






### 21. [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®)






### 22. [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®)






### 23. [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®)






### 24. [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®)






### 25. [Errorlens](https://www.g2.com/products/errorlens/reviews)
AI-powered error log analysis: instant root cause, code fixes, SQL debug, and 20+ integrations. ErrorLens is an AI-powered error intelligence platform that turns raw error logs into root causes, code fixes, and instant alerts — in seconds. No SDK, no agent, no setup required.



**Who Is the Company Behind Errorlens?**

- **Seller:** [VerifyAll Solutions](https://www.g2.com/sellers/verifyall-solutions)
- **Year Founded:** 2020
- **HQ Location:** Nagpur, IN
- **LinkedIn® Page:** https://www.linkedin.com/company/verifyall (1 employees on LinkedIn®)







## What Is  AI SRE Tools Software?

[DevOps Software](https://www.g2.com/categories/devops)

## What Software Categories Are Similar to  AI SRE Tools Software?

- [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm)
- [Incident Management Software](https://www.g2.com/categories/incident-management)
- [IT Alerting Software](https://www.g2.com/categories/it-alerting)



