Business Software for PagerDuty

Shoreline is the only cloud reliability platform that allows DevOps engineers to build automations in a matter of minutes and fix problems forever. Shoreline’s modern “Operations at the Edge” architecture runs efficient agents in the background of all monitored hosts. Agents run as a DaemonSet on Kubernetes or an installed package on VMs (apt, yum). The Shoreline backend is hosted by Shoreline in AWS, or deployed in your AWS virtual private cloud. Debugging and repairing issues is easy with advanced tooling for your best SREs, Jupyter style notebooks for the broader team, and a platform that makes building automations 30X faster by allowing operators to manage their entire fleet as if it were a single box. Shoreline does the heavy lifting, setting up monitors and building repair scripts, so that customers only need to configure them for their environment.

An entirely automated DevOps platform designed for the seamless distribution of reliable software releases from development to production. Expedite the onboarding of DevOps initiatives by managing users, resources, and permissions to enhance deployment velocity. Confidently implement updates by proactively detecting open-source vulnerabilities and ensuring compliance with licensing regulations. Maintain uninterrupted operations throughout your DevOps process with High Availability and active/active clustering tailored for enterprises. Seamlessly manage your DevOps ecosystem using pre-built native integrations and those from third-party providers. Fully equipped for enterprise use, it offers flexibility in deployment options, including on-premises, cloud, multi-cloud, or hybrid solutions that can scale alongside your organization. Enhance the speed, dependability, and security of software updates and device management for IoT applications on a large scale. Initiate new DevOps projects within minutes while easily integrating team members, managing resources, and establishing storage limits, enabling quicker coding and collaboration. This comprehensive platform empowers your team to focus on innovation without the constraints of traditional deployment challenges.

DoiT is a global technology company that delivers a comprehensive cloud operations platform designed to optimize performance, scalability, and cost efficiency. Powered by proactive, industry-leading expertise, DoiT Cloud Intelligence is the only context-aware multicloud platform that turns insights into action. With deep specializations in Kubernetes, GenAI, CloudOps, and FinOps, we partner with AWS, Google Cloud, and Microsoft Azure to help over 4,000 businesses worldwide enhance cloud performance, reliability, and security. Whether managing complex multicloud environments or driving innovation, DoiT provides the intelligence and human expertise needed to maximize your cloud investment.

Mona is a flexible and intelligent monitoring platform for AI / ML. Data science teams leverage Mona’s powerful analytical engine to gain granular insights about the behavior of their data and models, and detect issues within specific segments of data, in order to reduce business risk and pinpoint areas that need improvements. Mona enables tracking custom metrics for any AI use case within any industry and easily integrates with existing tech stacks. In 2018, we ventured on a mission to empower data teams to make AI more impactful and reliable, and to raise the collective confidence of business and technology leaders in their ability to make the most out of AI. We have built the leading intelligent monitoring platform to provide data and AI teams with continuous insights to help them reduce risks, optimize their operations, and ultimately build more valuable AI systems. Enterprises in a variety of industries leverage Mona for NLP/NLU, speech, computer vision, and machine learning use cases. Mona was founded by experienced product leaders from Google and McKinsey&Co, is backed by top VCs, and is HQ in Atlanta, Georgia. In 2021, Mona was recognized by Gartner as a Cool Vendor in AI Operationalization and Engineering.

In 30 minutes, you can monitor your entire warehouse. Automated warehouse-to-BI lineage can identify downstream impacts. Trust can be lost in seconds and regained in months. With modern data-era observability, you can have peace of mind. It can be difficult to get the coverage you need with code-based tests. They take hours to create and maintain. Metaplane allows you to add hundreds of tests in minutes. Foundational tests (e.g. We support foundational tests (e.g. row counts, freshness and schema drift), more complicated tests (distribution shifts, nullness shiftings, enum modifications), custom SQL, as well as everything in between. Manual thresholds can take a while to set and quickly become outdated as your data changes. Our anomaly detection algorithms use historical metadata to detect outliers. To minimize alert fatigue, monitor what is important, while also taking into account seasonality, trends and feedback from your team. You can also override manual thresholds.

Traditional cloud data security solutions often struggle to keep pace with growing needs. In contrast, Trustle enables you to efficiently manage access to numerous data sources on an individual basis, providing a comprehensive overview of all interconnected systems through an intuitive SaaS platform. This means that each employee can receive the access they require, precisely when they need it, and only for the duration necessary. Cultivating positive team dynamics is essential for enhancing an employer's value proposition. By strengthening your employer brand, you can foster robust team unity throughout the organization. Developers, citizen developers, teams, and organizations will notice a remarkable improvement in their daily operations. Trustle stands out as an innovative SaaS solution, allowing you to begin addressing access vulnerabilities within minutes while also establishing a cohesive data strategy for your business in just days. With Trustle, you can ensure that your data security scales seamlessly alongside your growing enterprise needs.

Empower your enterprise data teams to effectively avert expensive outages before they happen. Rapidly expand data quality assessments across your enterprise data pipelines using streamlined, time-sensitive pushdown queries that maintain performance standards. Proactively supervise and detect data anomalies by utilizing pre-built AI models tailored for data quality, eliminating the need for manual threshold adjustments. Lightup’s ready-to-use solution ensures your data maintains optimal health, allowing for assured business decision-making. Equip stakeholders with insightful data quality intelligence to back their choices with confidence. Feature-rich, adaptable dashboards offer clear visibility into data quality and emerging trends, fostering a better understanding of your data landscape. Prevent data silos by leveraging Lightup's integrated connectors, which facilitate seamless connections to any data source within your stack. Enhance efficiency by substituting laborious, manual processes with automated data quality checks that are both precise and dependable, thus streamlining workflows and improving overall productivity. With these capabilities in place, organizations can better position themselves to respond to evolving data challenges and seize new opportunities.

Rootly redefines incident management with a fully integrated, AI-powered platform designed to simplify and accelerate the entire reliability workflow. From intelligent on-call management to automated incident response and retrospectives, it eliminates repetitive tasks so engineers can focus on problem-solving. The platform’s AI SRE module performs real-time root cause analysis, suggests fixes, and predicts resolution steps based on millions of real-world incidents. Through seamless integrations with Slack, Microsoft Teams, Jira, and Zoom, Rootly embeds reliability directly into team workflows. Its automation engine streamlines communication, tracking, and reporting, cutting resolution times by up to 50%. Built for scalability, Rootly adapts to teams of any size—from startups to Fortune 500 enterprises—without sacrificing simplicity. Users can also publish automated status pages to keep customers informed and reduce inbound support. With award-winning support and reliability baked in, Rootly enables organizations to strengthen uptime, operational efficiency, and engineering wellness.

Scispot delivers a powerful lab informatics platform that transforms how life science labs operate. Through its configurable LabOS™ ecosystem, teams can select from a unified suite of tools covering ELN, LIMS, SDMS, QMS, and AI capabilities—all accessible through an intuitive no-code interface. Purpose-built for CROs, Diagnostic Labs, and Biotech R&D teams, Scispot addresses critical challenges in Sample Management, Freezer Management, and GxP Compliance. The platform seamlessly connects with 200+ lab instruments and 7,000+ applications, eliminating manual data entry while ensuring regulatory adherence. Scispot's AI-powered analytics convert experimental data into actionable insights, accelerating discovery timelines. With rapid implementation and a focus on user experience, Scispot enables 1000+ lab scientists and operators to standardize processes, maintain compliance, and focus resources on innovation rather than administrative overhead.

Coral is a developer-focused data access platform that lets teams query different tools and systems with SQL instead of writing custom connectors. It converts APIs, databases, files, and software platforms into readonly schemas that agents and humans can inspect, join, and analyze. Users can connect sources such as GitHub, GitLab, Slack, Linear, Datadog, Sentry, OpenTelemetry, Intercom, Stripe, and incident management tools. Once connected, Coral makes those sources available as tables, allowing cross-system questions to be answered through standard SQL. The platform is designed for AI agent workloads, giving coding agents and operational assistants access to structured context without unsafe write access. Coral works through the command line and over MCP, so multiple agents can share one runtime. It includes query pushdown, caching, pagination handling, schema hints, recommended joins, and relationship learning based on usage patterns. These capabilities help reduce expensive tool loops and improve the quality of agent-generated answers. Coral gives teams a practical way to make scattered operational data accessible, queryable, and useful for engineering, SRE, security, support, and internal operations.

Find and fix the vulnerabilities, and request and grant privileged permission. You shouldn't have to choose between infrastructure security and developer velocity. Process access escalation requests in minutes. No more tickets, better permissions and automatic expiration. P0 Security allows engineers to request fine-grained, just-in time access to any cloud resources, without having to become experts in cloud IAM. DevOps can automate the provisioning and expiry access without having to update static IDP group. Developers can have just-in time, short-lived and finely-grained access for troubleshooting or deploying services on a production stack (AWS GCP Kubernetes). Automate periodic access review of your cloud environment and accelerate compliance for SOC2 or ISO 27001 without overburdening teams. Give engineers and customer success teams short-term and just-in time access to customer data stored in a cloud or data warehouse.

Quickwork is used by enterprises to create simple and complex workflows. It also allows them to create and publish APIs that are secure, and to manage conversational interactions between employees, customers, and partners. This helps to provide an excellent user experience. Quickwork is an all-in one platform that provides the tools and services needed to build powerful and scalable integrations. It also offers serverless APIs and conversational experiences. Drag and drop applications to create powerful integrations. No need to write a line of code. You can choose from 1000s of apps for business, consumer, analytics, messaging and IoT. Quickwork's API Management allows you to convert any workflow into an REST API in a single click. Our serverless infrastructure allows you to scale your APIs elastically and securely. Create and manage real-time messaging and conversational workflows across multiple channels with human agents, IoT devices, and chatbots.

Experience robust data engineering processes free from the challenges of infrastructure management. By utilizing straightforward, modular Python, you can define intricate streaming, scheduling, and data backfill pipelines with ease. Transition from traditional ETL methods and access your data instantly, regardless of its complexity. Seamlessly blend deep learning and large language models with structured business datasets to enhance decision-making. Improve forecasting accuracy using up-to-date information, eliminate the costs associated with vendor data pre-fetching, and conduct timely queries for online predictions. Test your ideas in Jupyter notebooks before moving them to a live environment. Avoid discrepancies between training and serving data while developing new workflows in mere milliseconds. Monitor all of your data operations in real-time to effortlessly track usage and maintain data integrity. Have full visibility into everything you've processed and the ability to replay data as needed. Easily integrate with existing tools and deploy on your infrastructure, while setting and enforcing withdrawal limits with tailored hold periods. With such capabilities, you can not only enhance productivity but also ensure streamlined operations across your data ecosystem.

Truto is designed from the outset to be declarative. Users can easily add new integrations and customize existing Unified APIs that we offer. You can explore the product freely without needing to use your real accounts, as we provide sandbox accounts for all supported integrations. We are committed to creating the best developer experience by crafting SDKs with care. It's often frustrating when there's a discrepancy between APIs and their documentation, and we aim to bridge that gap. Additionally, Truto allows you to select where your data is stored, offering flexibility to push information from third-party APIs straight into your database. We also support vector databases, enhancing your data management capabilities. With self-hosting options available, you can ensure that your data remains securely within your virtual private cloud. Moreover, our advanced user management features enable precise control over team member access, ensuring a tailored experience for your organization. This combination of flexibility and control makes Truto an invaluable tool for developers.

Our platform, designed with developers in mind, offers the adaptability needed to support all of your integrations that interact with customers. Vessel efficiently manages vast amounts of data, processing terabytes and billions of API requests with ease. We take pride in our SOC2 compliance, which reflects our dedication to upholding exceptional security and trustworthiness in our services. All data is safeguarded through encryption both during transmission and while stored, utilizing encryption standards recognized across the industry. This commitment to security ensures that our clients can rely on us for their most sensitive information.

Uptrace is an observability platform built on OpenTelemetry that enables users to track, comprehend, and enhance intricate distributed systems effectively. With a single, streamlined dashboard, you can oversee your entire application stack efficiently. This setup provides a swift view of all services, hosts, and systems in one place. The distributed tracing feature allows you to follow the journey of a request as it flows through various services and components, highlighting the timing of each operation along with any logs and errors that arise in real-time. Through metrics, you can swiftly gauge, visualize, and monitor a variety of operations using tools such as percentiles, heatmaps, and histograms. By receiving alerts when your application experiences downtime or when a performance issue is detected, you can respond to incidents more promptly. Moreover, the platform allows you to monitor all aspects—spans, logs, errors, and metrics—using a unified query language, simplifying the observability process further. This comprehensive approach ensures that you have all the necessary insights to maintain optimal performance in your distributed systems.

Tidal Saver effectively cuts your cloud expenditures by an impressive 70%. It identifies and allocates resources dynamically for optimal scheduling while efficiently mapping workloads to enhance resource utilization. By aggregating multi-cloud infrastructure, it allows for seamless allocation of necessary resources to execute workloads in real-time without altering the workload definitions. Users can transition workloads to the cloud while retaining the advantages of automation. Additionally, teams can share data, monitor, and manage cloud resources as demands fluctuate, leading to significant savings. The platform offers straightforward, self-service, role-based access that fosters collaboration among users. You can schedule resources individually or consolidate infrastructure across various cloud accounts for more effective team management. With Saver’s user-friendly interface, managing your schedule becomes a breeze. To avoid unexpected costs, it allows for the creation of automated schedules, assigning resources based on time zones, either individually or in groups. Keeping track of your savings with Tidal Saver is effortless, and it empowers non-IT personnel to access and view reports, enhancing transparency and understanding of cloud expenses. This level of control and insight positions Tidal Saver as an invaluable tool for organizations looking to optimize their cloud strategies.

Integry simplifies the creation, deployment, embedding, and management of integrations for your SaaS, relieving engineering teams of burdens and enhancing the productivity of support staff. With visual programming, you can quickly develop robust integrations while still having the option to incorporate code as necessary. This platform enables you to utilize a highly abstract and expressive language that enhances your productivity beyond traditional programming languages, all without losing control. Integry supports connections to over 250 applications, allowing for a swift setup without the hassle of obtaining your own app credentials. You also have the flexibility to personalize any OAuth with your own credentials and branding. Integrations can be executed at specific intervals, facilitating data polling and the processing of recurring tasks. Additionally, you can connect to any API using our integration framework and leverage the same intuitive visual programming to implement your functionalities. Our advanced API client ensures seamless communication with any API server, enabling you to send diverse data and handle various responses effortlessly. This comprehensive approach not only streamlines integration processes but also empowers users to maximize their operational efficiency.

Cron To Go streamlines the oversight, notification, and management of the performance, uptime, and status of your cron jobs, facilitating uninterrupted functionality. The user-friendly dashboard of Cron To Go enables your team to efficiently track and troubleshoot issues within your background tasks, no matter where they are executed, while also ensuring that you are alerted to any job failures. You can monitor and receive updates on the statuses of your jobs, irrespective of their execution sites. As a robust, scalable, and reliable cloud scheduling solution, Cron To Go eliminates the risk of a single point of failure associated with cron. Thanks to its commitment to at-least-once delivery, your jobs will run consistently even amid failures, as schedules are automatically retriggered to guarantee reliable execution. You have the option to establish schedules with precision down to 60 seconds across various time zones, utilizing either the familiar Unix cron format or straightforward rate expressions. This adaptability allows for multiple executions of your jobs throughout the day on selected days, maximizing efficiency and flexibility. In this way, Cron To Go not only enhances job management but also significantly reduces the likelihood of operational disruptions.

Maitai identifies and rectifies errors in AI outputs in real-time, enhancing performance and reliability tailored specifically to your needs. We take charge of your AI model infrastructure, customizing it to suit your applications perfectly. Experience dependable, swift, and economical inference without the usual complications. By proactively addressing faults in AI outputs, Maitai intervenes before any potential harm can occur, allowing you to rest easy knowing that your AI results align with your standards. You can trust that you will never receive an unsatisfactory request. In cases where we detect issues such as outages or diminished performance in your primary model, Maitai seamlessly transitions to a backup model. Designed for ease, Maitai integrates smoothly over your current service provider, enabling you to begin using it on day one without any interruptions. You have the flexibility to use your own keys or utilize ours. Maitai guarantees that your model outputs are consistent with your expectations while also ensuring that requests are always fulfilled and response times remain stable. With Maitai, you can focus on your core business without worrying about AI reliability.

Gatus is a sophisticated automated status page designed to help you monitor your applications effectively and set up alerts to inform you of any potential issues. Tailored specifically for monitoring REST APIs, it serves as an ideal solution for tracking the performance of your services. You have the ability to watch for specific status codes or search for keywords within the response body. By simply adding a prefix to the URL of an endpoint, you can also monitor a selected target using ICMP protocols. Say goodbye to ineffective status pages that merely display uptime statistics from the last 90 days, which often leave users perplexed about ongoing issues even after checking the status. Gatus focuses on delivering real-time insights, providing information that surpasses what other status pages can offer. Our platform is much more than just a tool to keep customers from overwhelming you with inquiries; it serves as a robust resource for conducting automated user acceptance tests, ensuring you're informed of problems before your users encounter them. With Gatus, you can stay ahead of any issues and maintain the trust of your user base effectively.

Doctor Droid is an innovative AI-powered platform aimed at transforming how engineering teams monitor and resolve issues. It streamlines intricate investigations by adhering to established procedures, analyzing data from various integrations, pinpointing root causes, and implementing standardized runbooks for automated recovery. By actively monitoring alerts, Doctor Droid equips teams with pertinent data and insights, thereby cutting down on-call time by as much as 80% and enabling quick responses from engineers. Additionally, it enhances the onboarding experience for new engineers by automating document searches, familiarizing them with new tools, and helping them understand data, which allows them to take on primary on-call responsibilities right from the start. Furthermore, Doctor Droid is capable of conducting spontaneous investigations, such as scrutinizing Kubernetes clusters or reviewing recent deployments, while also adapting to create new strategies based on user recommendations and existing documentation. It boasts seamless integration with over 40 different tools throughout the technology stack, which significantly enhances its functionality and versatility. As a result, engineering teams can operate more efficiently and effectively in a rapidly evolving environment.

NetWatch.ai provides an all-encompassing, AI-powered monitoring and security platform aimed at unifying disparate tools into a cohesive solution tailored for contemporary IT settings. The platform features three main product categories: NetWatch OPS, which delivers real-time monitoring, proactive alerts, and efficient resource management for servers and networks; Secure OPS, a hybrid SIEM that facilitates comprehensive security oversight and compliance for both cloud-based and on-premises systems; and AI OPS, which harnesses machine learning to foresee potential issues, automate resolution processes, and enhance operational efficacy. A unique “AI System Administrator” functions as a virtual operator that oversees customer infrastructures, integrates seamlessly through API with existing workflows, and provides thorough visibility and automation. Additionally, for organizations in need of expert support, NetWatch.ai offers Hive OPS SOC, a tiered Security Operations Center service that includes round-the-clock monitoring, incident response, and various other critical services. This integrated approach not only simplifies management but also significantly strengthens the overall security posture of businesses in an increasingly complex digital landscape.

Devgraph is an advanced platform that utilizes artificial intelligence to enhance infrastructure and software intelligence by automatically identifying, organizing, and translating the connections among your software systems, services, personnel, and deployments. It turns disordered infrastructure and records into a cohesive ontology, enabling teams to utilize natural language to tackle intricate inquiries and execute synchronized actions throughout the entirety of their technology ecosystem. By fostering collaboration and clarity, Devgraph empowers organizations to optimize their operations and improve decision-making processes.

Scanner.dev is a cloud-based security data lake and a streamlined security information and event management (SIEM) platform that allows users to index logs directly into their Amazon S3 storage, thereby enabling the retention of unlimited logs and facilitating full-text searches across vast amounts of data in mere seconds, all without the need for additional ETL processes or schema setups. With its lightweight indexing system, any log format can be made immediately searchable, and it offers rapid search capabilities, ongoing threat detection through customizable detection rules that can be managed as code via GitHub, and seamless alerting with APIs for automation and existing security workflow integration. The platform's streaming detection engine constantly assesses rule queries in nearly real time and is equipped to backtest detection logic using historical data. Furthermore, its API and Model Context Protocol (MCP) not only provide programmatic access but also allow for AI-assisted evaluation of security data, enhancing the overall security analysis process. This robust architecture ensures that organizations can effectively manage and respond to security threats with agility and precision.