Best Observability Software - Page 10

How Many Observability Software Products Does G2 Track?

Total Products under this Category: 196

Category Stats (Nov 2026)

  • Average Rating: 4.55/5 (↓0.01 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: OpenObserve (+0.23%) - Among all products in this category, OpenObserve recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Observability Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 22,300+ Authentic Reviews
  • 196+ 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.

G2 Grid® for Observability Software

G2 Grid® for Observability Software plotting products by satisfaction and market presence

Highlighted products: Datadog, IBM Instana, Sentry, Coralogix, Grafana Labs, Site24x7, Dynatrace, and NETSCOUT Network & Application Observability.

Underlying data: [Grid® JSON](https://www.g2.com/categories/observability-software/grids.json?focus%5B%5D=datadog&focus%5B%5D=ibm-instana&focus%5B%5D=sentry&focus%5B%5D=coralogix&focus%5B%5D=grafana-labs&focus%5B%5D=site24x7&focus%5B%5D=dynatrace&focus%5B%5D=netscout-network-application-observability)

Observe360

Observe360 is an AI-powered classroom observation and instructional coaching platform designed for K-12 principals, assistant principals, and instructional coaches. Observers complete Danielson Framework-aligned walkthroughs and the platform automatically generates domain-specific, evidence-based feedback for each teacher. Observe360 replaces paper-based or generic observation tools with a structured, data-driven coaching workflow that builds teacher capacity over time. Available at $49.99/month flat rate.

Who Is the Company Behind Observe360?

ObserveNow

Open source based observability stack featuring logs, traces and metrics – all under one roof. Observe any cloud infrastructure, VM, bare-metal servers, databases, or lambda functions with ObserveNow’s integrations available out of the box. Start observing at scale within minutes.

Who Is the Company Behind ObserveNow?

  • Seller: OpsVerse
  • Year Founded: 2021
  • HQ Location: Redwood City, US
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

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openAudit

Who Is the Company Behind openAudit?

  • Seller: Ellipsys
  • Year Founded: 2013
  • HQ Location: Bettembourg, LU
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®

OpenText Core Application Observability

OpenText™ Core Application Observability is a SaaS-based solution designed to provide comprehensive insights into both cloud-native and traditional applications. By leveraging the OpenTelemetry standard, it enables organizations to collect and analyze telemetry data—such as logs, metrics, and traces—without the constraints of vendor lock-in. This approach facilitates faster detection and resolution of performance issues, empowering IT operations teams, Site Reliability Engineers (SREs), and central IT staff to maintain optimal application performance. Key Features and Functionality: - Code-Level Trace Analysis: Visualizes microservice statuses and transaction latencies, aiding in the identification of performance bottlenecks. - Automatic Correlation of Metrics, Logs, and Traces: Integrates various telemetry data to provide root cause insights without the need to navigate multiple tools. - AI-Powered Anomaly Detection: Utilizes artificial intelligence to detect anomalies, uncovering hidden patterns and relationships that may not be evident through individual data analysis. - Service Mapping with Application Topology: Offers real-time visualization of application services, facilitating effective troubleshooting in dynamic cloud environments. Primary Value and Problem Solved: OpenText Core Application Observability addresses the challenge of monitoring and managing complex, distributed applications by providing a unified, vendor-neutral observability platform. Its integration with OpenTelemetry ensures flexibility and portability across various toolsets, enabling organizations to expand their observability coverage without disrupting existing processes. By delivering actionable insights and facilitating rapid root cause analysis, it helps reduce mean time to repair (MTTR), enhances application reliability, and supports cost-effective monitoring at scale.

Who Is the Company Behind OpenText Core Application Observability?

  • Seller: OpenText
  • Year Founded: 1991
  • HQ Location: Waterloo, ON
  • LinkedIn® Page: www.linkedin.com
    22,835 employees on LinkedIn®
  • Ownership: NASDAQ:OTEX
  • Phone: +1-519-888-7111

OpenText Core Cloud Network Observability

OpenText™ Core Cloud Network Observability is a SaaS-based solution designed to provide comprehensive, end-to-end visibility across public cloud and on-premises networks. It enables IT teams to seamlessly monitor, troubleshoot, and optimize network performance, ensuring efficient and uninterrupted operations. Key Features and Functionality: - Dynamic Topology Discovery: Automatically discovers and visualizes cloud network elements and their interconnections, offering real-time insights into network architecture. - Cloud Flow Monitoring: Continuously monitors network traffic and application flows within cloud environments to identify performance bottlenecks and optimize data transfer. - Synthetic Testing: Conducts proactive tests to measure network performance metrics, such as latency and round-trip time, helping to detect and address issues before they impact users. - Integration with Existing Tools: Seamlessly integrates with OpenText™ Network Operations Management and OpenText™ Core Application Observability, providing a unified platform for monitoring and troubleshooting across hybrid networks. Primary Value and User Solutions: OpenText™ Core Cloud Network Observability addresses the challenges of managing complex, hybrid network environments by offering: - Enhanced Network Visibility: Delivers end-to-end insights into cloud and on-premises networks, enabling swift identification and resolution of connectivity issues. - Accelerated Troubleshooting: Provides detailed topology mapping and proactive monitoring, reducing downtime and improving network reliability. - Cost Optimization: Offers clear visibility into cloud data transfers, helping to prevent unexpected charges and manage network expenses effectively. - Unified Monitoring: Integrates with existing network management tools to provide a cohesive view of the entire network infrastructure, simplifying management and enhancing operational efficiency. By leveraging OpenText™ Core Cloud Network Observability, organizations can proactively manage their network environments, ensuring optimal performance, reducing operational costs, and supporting business continuity in today's complex IT landscape.

Who Is the Company Behind OpenText Core Cloud Network Observability?

  • Seller: OpenText
  • Year Founded: 1991
  • HQ Location: Waterloo, ON
  • LinkedIn® Page: www.linkedin.com
    22,835 employees on LinkedIn®
  • Ownership: NASDAQ:OTEX
  • Phone: +1-519-888-7111

OpenText Core Infrastructure Observability

OpenText™ Core Infrastructure Observability is a SaaS-based solution designed to provide comprehensive monitoring and observability across both cloud and on-premises infrastructures. It enables IT teams to swiftly discover, monitor, and unify views of diverse infrastructure components, facilitating rapid problem resolution and ensuring optimal performance. Key Features and Functionality: - Guided Workflows: Empowers users with role-specific observability tools, enhancing expertise and accelerating issue resolution. - AI-Powered Anomaly Detection: Utilizes multivariate anomaly detection to proactively identify potential issues before they escalate, minimizing downtime and service disruptions. - Unified Monitoring: Discovers and monitors a wide range of resources, including cloud services, containers, virtualization, databases, middleware, and networks, providing a holistic view of infrastructure performance. - Service Mapping with Application Topology: Visualizes dynamic application services through real-time discovery, enabling effective troubleshooting in complex cloud environments. - Integration with ITSM Tools: Offers bidirectional integration with IT Service Management tools, enhancing collaboration and keeping teams synchronized. Primary Value and Problem Solved: OpenText Core Infrastructure Observability addresses the challenges of managing complex, hybrid IT environments by offering a unified, real-time view of infrastructure health. By integrating AI-driven anomaly detection and guided workflows, it empowers IT teams to proactively detect and resolve issues, reducing downtime and improving service reliability. This solution bridges the gap between cloud and on-premises monitoring, ensuring seamless operations across diverse infrastructures.

Who Is the Company Behind OpenText Core Infrastructure Observability?

  • Seller: OpenText
  • Year Founded: 1991
  • HQ Location: Waterloo, ON
  • LinkedIn® Page: www.linkedin.com
    22,835 employees on LinkedIn®
  • Ownership: NASDAQ:OTEX
  • Phone: +1-519-888-7111

OpenText Observability

OpenText™ Observability is a comprehensive, full-stack observability platform designed to provide end-to-end visibility across applications, infrastructure, and networks in both cloud and on-premises environments. By leveraging OpenTelemetry-driven insights, it enables organizations to swiftly detect and resolve performance issues, ensuring optimal service delivery and enhanced user experiences. Key Features and Functionality: - Application Observability: Delivers code-level insights into application performance, allowing for rapid detection and troubleshooting of issues across cloud-native and traditional applications. - Network Observability: Offers end-to-end visibility from on-premises networks to public clouds, facilitating faster identification and resolution of network-related problems. - Cross-Cloud Monitoring: Provides insights across multiple cloud environments, breaking down infrastructure silos to enhance IT service performance. - Root-Cause Troubleshooting: Enables tracking of issues to their source, whether stemming from recent code releases or external vendors, through deep analytical insights. - Monitoring for Change: Quickly determines if performance issues are related to configuration updates, allowing for immediate problem identification. - Integration with OpenText SiteScope: Seamlessly integrates with OpenText™ SiteScope, offering centralized management and robust historical reporting capabilities. Primary Value and Problem Solved: OpenText Observability addresses the challenges of managing complex IT environments by unifying data from disparate tools to provide a clear, real-time picture of both on-premises and cloud workloads. It empowers IT operations teams to proactively monitor and manage performance, configurations, and compliance, leading to faster problem resolution and reduced mean time to repair (MTTR. By delivering developer-level insights and flexible deployment options—including SaaS, private cloud, or on-premises—OpenText Observability ensures organizations can maintain optimal performance and reliability across their entire IT estate.

Who Is the Company Behind OpenText Observability?

  • Seller: OpenText
  • Year Founded: 1991
  • HQ Location: Waterloo, ON
  • LinkedIn® Page: www.linkedin.com
    22,835 employees on LinkedIn®
  • Ownership: NASDAQ:OTEX
  • Phone: +1-519-888-7111

OpenText Operations Bridge (OpsBridge)

Micro Focus is now part of OpenText! OpenText™ Operations Bridge (OpsBridge) automatically monitors and analyzes the health and performance of Hybrid IT resources across any device, operating system, database, application, or service on all data types. With industry-leading AIOps capabilities, including event consolidation engines and noise reduction technology, it uniquely integrates end-to-end service awareness with rule and machine learning-based event correlation capabilities. Problems identified using a Vertica big data lake and machine learning, for example, to identify significant logs, can be manually or automatically remediated with flexible runbook automation and orchestration. These capabilities also apply to over 200 integrations with third-party tools and technology stacks. Executive stakeholders gain actionable insight on any device that has a browser with tailored dashboards showing vital status, business, and IT KPIs. Hybrid Cloud Monitoring for the Digital Enterprise Hybrid IT has quickly become the new normal, and IT operations teams are expected to offer both cloud and on-premises infrastructure options, whichever best meets the needs of the application or service. IT operations teams must adapt to new technologies, adopt new cloud vendors and other services chosen by the business, and monitor new applications and application releases with increasing frequency. OpenText™ OpsBridge exploits all AIOps capabilities to consolidate and analyze all your data. It reduces event volumes, isolates root-cause, and provides chatbots for ChatOps. It includes automation to remediate problems quickly while reducing human error with over 8000 provided runbook – or you can build your own. Deliver What the Business Needs When It Needs It Designed to deliver real business value, OpenText™ OpsBridge integrates all your tools and automates manual tasks. It focuses operations teams on the business services and users being impacted by automatically identifying root cause faster than ever before possible. Built-in AIOps intelligent analytics drives historical analysis, applying machine learning and 50+ patented algorithms to logs, events, metrics, and topology, which is so much more powerful than search alone. Key Benefits - Increased effectiveness (time, money, resources) of tools and services - Reduced effort and time to process service requests and resolve problems - Confidence from the lines of business in IT’s ability to deliver consistent, compliant services - Business needs and strategy that are on time and budget, and in stronger collaboration with IT - Reduced business risk, better service price performance, and accelerated time-to-market for new services Key Features - Automated Hybrid IT Discovery and Monitoring: Discovery and monitoring consolidates and exploits all your data types (events, metrics, logs, and topology) within a dynamically updated and accurate model. It shows the impact of incidents, ensuring no new service goes overlooked with dynamic top-down and bottoms-up service modeling and with monitoring automation. Aggregate all our your Hybrid IT resources into a single view with 200+ technology integrations. OpsBridge solution templates and management packs provide in-depth domain-specific monitoring, including infrastructure, databases, Microsoft environments, SAP environments, middleware, cloud, big data, application platforms, automation, load balancers, and web servers. The data is integrated into collect once store one technology (COSO), a containerized common data collection and storage for real-time streaming data ingestion and processing. - Consolidate Data and Reduce Noise: IT experts advise that the application of common data ingestion and algorithmic Big Data driven analytics to all your data is the key to improving service excellence. OpsBridge includes analytics and incorporates 50+ patents for high-speed, high-volume data analysis. Automated log, metric, and event analysis, plus anomaly detection, proactively alerts operators to abnormal activity and uncovers the most relevant insights from hundreds of millions of records to help your team better prioritize. With “time machine” replay, which correlates disparate data over any time range and in relation to topology graphs, users can visualize with ease when the problem started and find the offending resource. To enhance your control of virtualized resources and dynamically changing workloads, OpsBridge proposes optimized recipes for your resources. These recipes give you the ability to visualize resources, forecast their allocation impact, and master costs to set the right level of service. - Automated AIOps: OpsBridge incorporates all 11 AIOps capabilities, from agent-based intelligence and real-time performance analytics to multi-mode stream-based and topology-based correlation of event streams over time and across dependencies. - Robotize Processes and Remediation: With more than 8,000 runbooks to choose from, including hundreds of out-of-the-box integrations to popular IT Service Management tools, OpsBridge simplifies and accelerates the automation of tasks such as remedial actions, notifications, and recovery procedures. Orchestration of complex and conditional execution and rollback provides the means to strengthen compliance, remove manual errors, and develop IT Process Automation (ITPA) to slash costs and drive compliance, releasing rare resources for more critical business priorities. Adapting to changing circumstances is a core requirement for an agile organization. That’s the DevOps methodology, and OpsBridge supports it with: > A dynamically updating model that reflects the deployment of new application and infrastructure instances, automatically activating the required monitoring. > Robotized features for ChatOps-based collaboration across teams and tools such as Sitescope, OpsBridge Reporter and Operations Orchestration > Automated tasks capture and share vital production information to the extended teams, as well as activating alternative configurations to keep your business on track. - Analyze Application Health: OpsBridge provides probes dispersed across the world to measure service quality, control SLAs, and application health. That data is also fed to COSO, processed by the AIOps based analytics, and shown in reports and dashboards. - Customize Dashboards and Reporting: The Business Value Dashboard (BVD) can exploit all the status and KPI data at your disposal to provide a TV-like, live channel of business and IT news that the BVD “paints” onto any device with a browser. BVD software can display online information—such as internet news feeds, live programs, and streaming videos—in views developed using popular office tools. BVD can consume historical data stored in COSO, preprocessing, and analyzing that data before being displayed for reporting. OpsBridge Performance Engine and BVD provide highly scalable, real-time performance collection, analysis, and graphing for hundreds of metrics and consume data from COSO. You can build and combine different metrics and IT status information into powerful dashboards you can quickly tailor into domain-specific or contextually-specific dashboard mashups. Supported Technologies Management Packs are domain-specific add-ons to OpsBridge that provide pre-programmed intelligence for that domain, domain-specific reports, and correlation rules. Full details are available here: https://www.microfocus.com/media/data-sheet/operations_bridge_ds.pdf - Infrastructure AIX CentOS Cluster Debian HPE-UX HyperV IBM LPAR KVM Oracle Enterprise Linux RedHat Solaris Solaris Zone SUSE Ubuntu VMware vSphere Windows XEN - Databases Cassandra Couchbase Apache CouchDB Informix Marklogic Microsoft SQL Server MongoDB MySQL Oracle Database Oracle RAC PostgreSQL Riak SAP Sybase ASE - Microsoft Environments Microsoft Active Directory Microsoft Azure Microsoft Exchange Server Microsoft IIS Microsoft SharePoint Server Microsoft Skype for Business - SAP Environments SAP SAP HANA - Middleware Apache ActiveMQ Apache Kafka Apache Tomcat Apache Web Server Glassfish IBM WebSphere Application Server iPlanet JBoss Memcached Oracle Weblogic Application Server Rabbit MQ Redis Varnish - Cloud Amazon Services (EC2, EBS, ECS, Dynamo DB, Beanstalk Services, AWS Service Status, RDS, ASG, ELB, SQS, RedShift, KMS, S3, AWS Billing, AWS Service Health Dashboards) Microsoft Azure (Azure Data Factory, Azure Data Lake, Virtual Machines, Azure SQL, Storage Account, Azure App Service Plan, Azure Web Apps, Azure Active Directory Discovery, Activity Logs, Windows Activity Logs hosted on the Azure environment, Azure Load Balancer, Multi-instance support for Storage account service) Google Cloud Platform OpenStack Kubernetes - Big Data Apache Falcon Apache Flume Apache Oozie Apache Spark Apache Storm Apache Zookeeper Hadoop (Apache, Cloudera distributions) HBase Micro Focus Vertica Database Solr - Application Platforms Docker (certified) Node.js - Automation Chef Jenkins - Generic BIND DHCP File Change Monitor FTP server Generic SMTP JMX Microsoft .NET OpenSSH Perfmon SNMP - Load Balancer HAProxy Nginx - Partner IBM AS/400 IBM DB2 IBM Mainframe - Web Server gUnicorn HTTP Lighttpd - Others Github Postfix - Integrations are connectors to other tools that bring in their data for display and analysis: Ambari AppDynamics Aternity BMC Impact Manager BMC Remedy CA Spectrum Cherwell ITSM CollectD DynaTrace APM (Compuware) Dynatrace Data Center RUM (Do IT WiSE) Dynatrace Data Center RUM (J9) Dynatrace Synthetics (Do IT Wise) ExtraHop Networks Helion Monasca HEP OneView HPE Systems Insight Manager IBM NetCool IBM Tivoli (J9) OpenText™ APM OpenText™ AppPulse Active / Mobile OpenText™ ArcSight Logger / ESM OpenText™ AppManager OpenText™ Network Node Manager i (NNMi) OpenText™ Operations Manager for UNIX OpenText™ Operations Manager for Windows OpenText™ Service Manager OpenText™ Universal CMDB Microsoft SCOM Nagios New Relic Nutanix Oracle Enterprise Manager Propel Service Exchange RemedyForce / Salesforce SAP Solution Manager Service Anywhere ServiceNow (AppLink) ServiceNow (Do IT WiSE) Solarwinds Network Performance Monitor Solarwinds Server and Application Monitor Splunk VMWare vCenter Operations Manager VMware vRealize Operations (VROPS) xMatters Zabbix Zenoss

Average Rating: 4.0/5.0

Total Reviews: 16

Who Is the Company Behind OpenText Operations Bridge (OpsBridge)?

  • Seller: OpenText
  • Year Founded: 1991
  • HQ Location: Waterloo, ON
  • LinkedIn® Page: www.linkedin.com
    22,835 employees on LinkedIn®
  • Ownership: NASDAQ:OTEX
  • Phone: +1-519-888-7111

Who Uses This Product?

  • Top Industries: Information Technology and Services, Retail
  • Company Size: 106% Large, 3% Medium

What Do G2 Reviewers Say About OpenText Operations Bridge (OpsBridge)?

AI-generated summary from verified user reviews

Pros
  • Users find OpenText OpsBridge to be a powerful infrastructure monitoring tool, enhancing their operational efficiency significantly.
  • Users appreciate the powerful infrastructure monitoring capabilities of OpenText Operations Bridge for effective oversight and management.
  • Users appreciate the monitoring ease of OpenText OpsBridge, benefiting from its powerful infrastructure capabilities.
  • Users appreciate the powerful infrastructure monitoring capabilities of OpenText OpsBridge, enhancing their operational efficiency.
Cons
  • Users face delay issues with unresolved tickets and ineffective support, undermining the value of the OpsBridge tool.
  • Users experience significant delays with support tickets, often remaining unresolved for over a month, wasting valuable time.
  • Users experience logging issues with OpenText OpsBridge, as support often overlooks tickets and requests irrelevant logs.
  • Users express frustration with the poor support team, highlighting unresolved tickets and unnecessary log requests that waste time.
  • Users express frustration with poor customer support, citing unresolved tickets and irrelevant log requests that waste time.

What Are Recent G2 Reviews of OpenText Operations Bridge (OpsBridge)?

What Are G2 Users Discussing About OpenText Operations Bridge (OpsBridge)?

Opyntel

Opyntel is a hosted monitoring dashboard for small teams whose stack is spread across many platforms. Connect Railway, Render, Fly.io, Heroku, Vercel, Netlify, Cloudflare, Coolify, Dokploy, Hetzner, DigitalOcean and any Linux box with read-only API tokens or a small agent — no code changes. Every service lands in one table, down and degraded first, with status, P95 latency, CPU, memory, last deploy and estimated spend. Ready-made alerts reach you by Slack, email or SMS when something goes down, slows or recovers.

Who Is the Company Behind Opyntel?

Orq.ai

Orq.ai is a Generative AI Collaboration Platform that helps AI teams develop, ship, and optimize AI applications at scale. By delivering the tooling needed to operate large language models (LLMs) out of the box in a user-friendly interface, Orq.ai enables teams to build reliable AI apps from the ground up, run them at scale, control output in real time, and optimize performance. Launched in February 2024, Orq.ai is on a mission to bridge the gap between engineers and non-technical teams during AI product development workflows so that everyone can actively participate in the transformative power of Generative AI regardless of their coding knowledge. Here's an overview of our platform's core capabilities: 1. Generative AI Gateway: Integrate seamlessly with 130+ AI models from top LLM providers. That way, organizations can use or test different model capabilities for their AI use cases within one platform. 2. Playgrounds & Experiments: Test and compare AI models, prompt configurations, RAG-as-a-Service pipelines, and more in a controlled environment. This helps AI teams experiment with hypotheses regarding their AI application and assess quality before moving into production. 3. AI Deployments: Move AI applications from staging to production environments against built-in guardrails, fallback models, regression testing, and more for dependable AI deployments. 4. Observability & Evaluation: Monitor the performance of your AI in real-time through detailed logs and intuitive dashboards. Integrate programmatic, human, and custom evaluations to measure your AI and optimize performance over time. 5. Security & Privacy: Orq.ai is SOC2-certified and compliant with GDPR and the EU AI Act to support companies with data security and privacy regulations.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Orq.ai?

  • Seller: Orq.ai
  • Year Founded: 2022
  • HQ Location: Amsterdam, NL
  • LinkedIn® Page: www.linkedin.com
    37 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Orq.ai?

AI-generated summary from verified user reviews

Pros
  • Users love the seamless AI integration of Orq.ai, enhancing productivity and efficiency in product engineering workflows.
  • Users commend Orq.ai for its efficiency in managing AI product workflows, simplifying the entire development lifecycle.
  • Users highlight the scalability of Orq.ai, facilitating efficient lifecycle management of AI product development.
  • Users value the time-saving features of Orq.ai, streamlining their AI product engineering workflow significantly.
  • Users value the workflow efficiency of Orq.ai, enhancing AI product engineering and lifecycle management seamlessly.
Cons
  • Users find the API complexity frustrating due to incomplete exposure of platform parts, limiting integration possibilities.
  • Users express frustration over limited access as not all platform features are available through the API.

What Are Recent G2 Reviews of Orq.ai?

Overwatch

Overwatch is an on-premises observability appliance that unifies monitoring of Nutanix HCI, server hardware, the network, data protection, and Windows/Linux workloads into a single correlated view. Most infrastructure teams run a different tool for each layer of the stack: one for virtualization, another for hardware health, another for the network, another for backups. Overwatch replaces that patchwork. It collects from all of those domains and correlates them, so an operator can trace cause and effect across the entire environment from one pane of glass, without sending any data to the cloud. Overwatch deploys as a self-contained appliance inside your own datacenter. It natively monitors Nutanix AHV, Prism Element, and Prism Central (clusters, hosts, VMs, storage, capacity, DR, Nutanix Files, and Nutanix Kubernetes Platform), and ties each virtual machine back to the physical host, the switch port it depends on, and the underlying server hardware. Server hardware is monitored over IPMI and Redfish for power, thermals, CPU, memory, storage, and firmware, with failing components correlated to the Nutanix host that owns them. On the network side, Overwatch adds multi-vendor SNMP monitoring, auto-discovered L2/L3 topology, routing (BGP/OSPF), configuration backup with diff and rollback, IPAM, and NetFlow/IPFIX traffic analysis with built-in threat detection. It also provides HYCU backup observability, Windows and Linux workload monitoring, an application dependency map, and UPS/battery power monitoring for capacity planning. Because everything is correlated in one place, teams spend less time stitching signals together across tools and more time resolving issues. Unified alerting, a real-time Command Center overview, custom dashboards, and exportable reports (CSV, JSON, PDF) round out the platform.

Who Is the Company Behind Overwatch?

Papaya

Papaya is the optimization engine for AI agents. Engineers don't have time to continually improve the agents they've shipped — the context bloat, overly chatty subagents, and broken tool calls sit in production traces nobody reads. With Papaya they connect their agent directly via SDK, get actionable recommendations on how to improve quality, latency, and cost, and the ones they approve are pushed to production as pull requests. Papaya runs 200+ research-backed analyses across context, prompts, prompt caching, subagents, and tool calls. Every recommendation is ranked by impact and comes with the production runs that produced it — typically a 10%+ quality improvement on the first workflow analysis.

Who Is the Company Behind Papaya?

  • Seller: Papaya
  • Year Founded: 2026
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®
Tian Lin
TL
Researched and written by Tian Lin
Updated June 12, 2025