RagaAI Alternatives

Continuous performance testing software to automate API and application load testing. Design code-less performance tests for complex applications. Script performance tests <as:code /> within automated pipelines for API testing. Design, maintain and run performance tests as code and analyze results within continuous integration pipelines using pre-packaged plugins for CI/CD tools and the NeoLoad API. Create test scripts quickly for large, complex applications using a graphical user interface and skip the complexity of hand coding new and updated tests. Define SLAs based on built-in monitoring metrics. Put pressure on the app and compare SLAs to server-level statistics to determine performance. Automate pass/fail triggers based on SLAs. Contributes to root cause analysis. Update test scripts faster with automatic test script updates. Update only the part of the test that’s changed and re-use the rest for easy test maintenance.

Testsigma is a low-code end-to-end software testing platform that works out of the box. It's built to enable modern Product teams to collaboratively plan, develop, execute, analyze, debug, and report on their automated testing—for websites, native Android and iOS apps, and APIs. Testsigma test scripts are code-agnostic. While the platform itself is built with Java, you can write test scripts in simple English or use the Test Recorder to generate airtight test scripts for websites and native mobile apps. You can also use the test recorder on your own device farm/grid or on Testsigma's built-in device lab on the cloud. The platform has built-in visual testing, parametrized or data-driven testing, 2FA testing, and more advanced features for easy test automation. Our AI automatically fixes unstable elements and test steps, identifies and isolates regression-affected scripts, and provides suggestions to help you find and fix test failures.

aqua is an AI-powered advanced Test Management System designed to make the QA process painless. It is ideal for enterprises and SMBs across various sectors, although aqua was initially designed specifically for regulated industries like Fintech, MedTech and GovTech. aqua cloud helps to: - Organize custom testing processes and workflows, - Run testing scenarios of any complexity and scale, - Create extended sets of test data, - Ensure thorough insights with rich reporting capabilities and - Go from manual to automated testing smoothly. Additionally, it includes a unique feature called “Capture," which transforms the process of documenting and reproducing bugs into a 1-click action. aqua integrates with all the most popular issue trackers and automation tools like JIRA, Selenium, Jenkins and others. REST API is also available. aqua's streamlines testing and saves your QA team up to 70% of time, enabling you to deliver high-quality software and releases x2 faster!

Parasoft helps organizations continuously deliver high-quality software with its AI-powered software testing platform and automated test solutions. Supporting embedded and enterprise markets, Parasoft’s proven technologies reduce the time, effort, and cost of delivering secure, reliable, and compliant software by integrating everything from deep code analysis and unit testing to UI and API testing, plus service virtualization and complete code coverage, into the delivery pipeline. A powerful unified C and C++ test automation solution for static analysis, unit testing and structural code coverage, Parasoft C/C++test helps satisfy compliance with industry functional safety and security requirements for embedded software systems.

RadView WebLOAD is a leading enterprise AI-based performance and load testing solution for testing web, mobile, and packaged applications. It supports over 150 protocols and technologies, including all common front-end frameworks, APIs, message queues, and databases, enabling load testing across any enterprise technology stack. RadView WebLOAD.AI, is available as SaaS and can also be self-hosted on-premise or in the cloud. It is highly scalable and can simulate hundreds of thousands of concurrent users from different locations and cloud platforms. With its smart and easy generation of reliable tests and its powerful AI-based analytics capabilities, RadView WebLOAD makes performance teams highly successful in detecting and quickly resolving performance issues even for the most complex environments. This makes RadView WebLOAD the solution of choice for many performance experts. RadView WebLOAD has built-in integration into most of the popular Testing, CI/CD and APM tools.

LambdaTest is a cloud-based cross browser testing platform that helps enterprises run web automation tests at scale (through parallel testing). **Selenium Automation Grid and Cypress CLI on LambdaTest** You can attain better browser coverage by running tests across 2,000+ different browsers, devices, and operating systems. LambdaTest provides a secure, scalable, and reliable cloud-based Selenium Grid that helps run Selenium tests at a faster pace. The Cypress CLI on LambdaTest, helps you expand Cypress test coverage to 40+ browser versions across Windows and macOS platforms. Along with automation testing, you can also perform manual tests, visual UI tests, and real-time tests. **LT Browser - Responsive Web Testing** LambdaTest offers LT browser - a path-breaking developer-oriented tool that helps assess the responsiveness of your website. It eases the task of mobile testing as responsive tests can run against 50+ resolutions. You can also create unlimited custom devices.

Traditional software testing assumes a predictable system. AI systems are unpredictable, uncertain, and unreliable, which creates risk for AI products. To mitigate this risk, we are building a proactive AI testing and evaluation platform to make AI safe, robust, and reliable. Trust your AI before you ship it and continuously thereafter. We are quickly iterating to design the most complete enterprise AI testing platform and would love your feedback. Sign up for the opportunity to try early versions and guide our product direction. We are a passionate team deeply focused on solving the AI testing problem at the enterprise scale. We draw inspiration from our insightful customers, partners, advisors, and investors. As the capacity of AI across enterprise tasks grows, so does its potential risk to these businesses and their customers. Every day there is a new report of AI bias, instability, failure, error or other issues.

Selenium tests are often unstable and difficult to maintain. Parasoft Selenic fixes common Selenium problems within your existing projects with no vendor lock. When your team is using Selenium to develop and test the UI for your software applications, you need confidence that your testing process is identifying real issues, creating meaningful and appropriate tests, and reducing test maintenance. While Selenium offers many benefits, you want to get more out of your UI testing while leveraging your current practice. Find the real UI issues and get quick feedback on test execution so you can deliver better software faster with Parasoft Selenic. Improve your existing library of Selenium web UI tests, or quickly create new ones, with a flexible Selenium companion that integrates seamlessly with your environment. Parasoft Selenic fixes common Selenium problems with AI-powered self-healing to minimize runtime failures, test impact analysis to dramatically reduce test execution time, etc.

MAIHEM creates AI agents that continuously test your AI applications. We enable you to automate your AI quality assurance, ensuring AI performance and safety from development all the way to deployment. Avoid hours of manual testing and randomly probing for AI model weaknesses. MAIHEM automates your AI quality assurance and provides you with comprehensive coverage of thousands of edge cases. Generate thousands of realistic personas to interact with your conversational AI. Automatically evaluate entire conversations with a customizable set of performance and risk metrics. Leverage the simulation data for targeted improvements of your conversational AI. Independent of your conversational AI application, MAIHEM can help you improve its performance. Integrate AI quality assurance seamlessly into your developer workflow with a few lines of code. User-friendly web app with dashboards offering AI quality assurance in a few clicks.

Confident AI offers an open-source package called DeepEval that enables engineers to evaluate or "unit test" their LLM applications' outputs. Confident AI is our commercial offering and it allows you to log and share evaluation results within your org, centralize your datasets used for evaluation, debug unsatisfactory evaluation results, and run evaluations in production throughout the lifetime of your LLM application. We offer 10+ default metrics for engineers to plug and use.

Accelerate test automation with one intelligent functional testing tool for web, mobile, API and enterprise apps. Intelligent test automation with embedded AI-based capabilities that accelerates testing across desktop, web, mobile, mainframe, composite and packaged enterprise-grade apps. Automate and accelerate the end-to-end testing of 200+ enterprise apps, technologies and environments with a single intelligent testing tool. AI-powered intelligent test automation reduces functional test creation time and maintenance while boosting test coverage and resiliency. Test both the front-end functionality and back-end service parts of an application to increase test coverage across the UI and API. Test more in less time and achieve test execution at full velocity with parallel testing, cross-browser coverage, and cloud-based deployment.

The AI test engineer by BlinqIO works exactly like a human test automation engineer. It receives test scenarios or test descriptions, figures out how to perform them against the application or website under test, and once it successfully performs the test it also creates test automation code that can be pushed into your CICD system like any other test automation code. Changes in the UI or flow will of the application will trigger the AI test engineer to fix the code to align with the new UI. Unlimited 24/7 capacity makes software release in high quality with zero risk a reality. Autonomous creation of automated tests. Autonomously creates test automation scripts. Executes the test scripts and debugs them. Opens an issue in the task management system for identified bugs and assigns to RnD. Maintains and corrects the code of test automation scripts that failed due to UI changes. Autonomously performs that task by navigating and interacting with the application under test.

AI-powered testing tool for web apps that finds bugs before your users do. Our AI agent knows what to test, writes the tests and keeps them relevant. Run the tests from our app or plug them into your CI/CD pipeline. End-to-end tests have a major trust problem. Broken code is not the only reason why test runs fail. Third-party dependencies, timing issues, randomness, race conditions and leaked states make the tests flaky and unreliable. We're deploying mitigation strategies so you don't lose precious time trying to debug perfectly fine code.

You know you could be testing better to catch bugs before your customers do, but QA testing often consumes significant time, effort, and resources to get it right. MuukTest, however, gets growing engineering teams to 95% end-to-end test coverage within 3 months. Our QA experts design, manage, and maintain E2E tests for your web, mobile, and API apps on the MuukTest platform at record speeds. After achieving full regression coverage in just 8 weeks, we initiate exploratory and negative testing to further discover bugs and increase test coverage. Managing your testing frameworks, libraries, and scripts with time-consuming maintenance means less time spent on development. We also proactively identify and address flaky tests and false results to ensure the reliability of your tests. Testing early and often allows you to detect bugs in the early stages of your development lifecycle, reducing the burden of technical debt down the line.

Step into the future of AI-powered unit testing with GoCodeo. By leveraging an ensemble of large language models, we detect and eliminate software bugs early in the development lifecycle. GoCodeo offers autonomous bug detection & code correction for developers to confidently release code. With GoCodeo, post-production bugs become a thing of the past. Bid farewell to writing tests manually and the need for prompts to generate test codes. While you code, GoCodeo's AI offers real-time, relevant test codes, serving as your testing agent. With just a click, instantly run the test cases and get underlying reasons for failures. We provide the code correction suggestions, leaving you to review & implement fixes. Simplify regression testing with AI. Update your codebase without introducing new bugs. Code health metrics and coverage reports for deep insights and value assessment. Your code's integrity is strictly maintained with encryption and compliance. We offer cloud solutions for companies.

Use Prompt Mixer to create prompts and chains. Combinе your chains with datasets and improve with AI. Develop a comprehensive set of test scenarios to assess various prompt and model pairings, determining the optimal combination for diverse use cases. Incorporate Prompt Mixer into your everyday tasks, from creating content to conducting R&D. Prompt Mixer can streamline your workflow and boost productivity. Use Prompt Mixer to efficiently create, assess, and deploy content generation models for various applications such as blog posts and emails. Use Prompt Mixer to extract or merge data in a completely secure manner and easily monitor it after deployment.

Guardrails are crucial in AI maintenance, LangWatch safeguards you and your business from exposing sensitive data, prompt injection and keeps your AI from going off the rails, avoiding unforeseen damage to your brand. Understanding the behaviour of both AI and users can be challenging for businesses with integrated AI. Ensure accurate and appropriate responses by constantly maintaining quality through oversight. LangWatch’s safety checks and guardrails prevent common AI issues including jailbreaking, exposing sensitive data, and off-topic conversations. Track conversion rates, output quality, user feedback and knowledge base gaps with real-time metrics — gain constant insights for continuous improvement. Powerful data evaluation allows you to evaluate new models and prompts, develop datasets for testing and run experimental simulations on tailored builds.

Train and serve large AI models at scale with a single command. Point to your S3 bucket and go. We handle the rest, orchestration, efficiency, node failures, and infrastructure. Simple and scalable. MosaicML enables you to easily train and deploy large AI models on your data, in your secure environment. Stay on the cutting edge with our latest recipes, techniques, and foundation models. Developed and rigorously tested by our research team. With a few simple steps, deploy inside your private cloud. Your data and models never leave your firewalls. Start in one cloud, and continue on another, without skipping a beat. Own the model that's trained on your own data. Introspect and better explain the model decisions. Filter the content and data based on your business needs. Seamlessly integrate with your existing data pipelines, experiment trackers, and other tools. We are fully interoperable, cloud-agnostic, and enterprise proved.

AI today is blocked by lack of labeled data, not models. Unblock AI with the first data-centric AI development platform powered by a programmatic approach. Snorkel AI is leading the shift from model-centric to data-centric AI development with its unique programmatic approach. Save time and costs by replacing manual labeling with rapid, programmatic labeling. Adapt to changing data or business goals by quickly changing code, not manually re-labeling entire datasets. Develop and deploy high-quality AI models via rapid, guided iteration on the part that matters–the training data. Version and audit data like code, leading to more responsive and ethical deployments. Incorporate subject matter experts' knowledge by collaborating around a common interface, the data needed to train models. Reduce risk and meet compliance by labeling programmatically and keeping data in-house, not shipping to external annotators.

Advanced AI-powered platform built on modern Large Language Models (LLMs). A unique approach to create, debug, and evolve end to end tests using natural language. Test generation & evolution effortlessly using natural language inputs, simplifying the testing process with intelligent automation. Intelligent test planner automatically generates and automates test steps using high-level objectives. Multi-language code export converts your automated tests in all major languages and frameworks. Convert your actions into natural language instructions to generate bulletproof tests. Express sophisticated conditions and assertions in natural language. As easy as conversing and communicating with your team. Convey the same instructions to KaneAI and watch it automate your tests. Generate your tests with just high-level objectives. Develop tests across your stack on both web and mobile devices for extensive test coverage.

Get access to Azure test plans, part of Azure DevOps, available as a managed cloud service or on-premises. Coordinate all test management activities including test planning, authoring, execution, and tracking from a central location, or from Kanban boards with inline quality features. The test hub gives product owners and business analysts critical insight into progress against the defined acceptance criteria and quality metrics. Run manual tests and record test results for each test step using a toolset optimized for testers. The web-based test runner enables pass-fail results, tracking of test steps, rich commenting, and bug reporting capabilities. Continuous delivery capabilities in Azure pipelines, part of Azure DevOps, make it easier to automate the deployment and testing of your applications in multiple environments. Teams can author release definitions and automate deployment in repeatable, reliable ways while tracking simultaneous in-flight releases.

Redactive's developer platform removes the specialist data engineering knowledge that developers need to learn, implement, and maintain to build scalable & secure AI-enhanced applications for your customers or productivity use cases for your employees. Built with enterprise security needs in mind so you can focus on getting to production quickly. Don't rebuild your permission models just because you're starting to implement AI in your business. Redactive always respects access controls set by the data source & our data pipeline can be configured to never store your end documents, reducing your risk on downstream technology vendors. Redactive has you covered with pre-built data connectors & reusable authentication flows to connect with an ever-growing list of tools, along with custom connectors and LDAP/IdP provider integrations so you can power your AI use cases no matter your architecture.

Reliv provides QA automation without a single line of code. Press the recording button and simply follow the scenario you want to test in your browser. The actions will be recognized, and a test will be automatically created. With just one click, run your test. Wait a moment, and you can check the results of the automatically executed test all at once. Run your tests before deployment, or on a daily basis. Anyone on your team can easily create and edit tests. Invite teammates to join in test management. Just write in plain text, and the AI will handle the rest. Simply describe the actions you want, the rest is taken care of by AI. You no longer need to manually check every deployment. Automate critical scenarios to prevent serious bugs. It’s 10 times faster than when developers automate using frameworks like Selenium. Run as many tests as you need without additional fees. Regularly run tests to monitor the status of your service at any time.

Anchored in artificial intelligence (AI) and machine learning (ML), Parasoft SOAtest simplifies the complexity of functional testing across APIs, UIs, databases, and more. Change management systems continuously monitor quality, making the API and web service testing tool a perfect fit for Agile DevOps environments. Parasoft SOAtest delivers fully integrated API and web service testing tools that automate end-to-end functional API testing. Streamline automated testing with advanced functional test-creation capabilities for applications with multiple interfaces (REST & SOAP APIs, microservices, databases, and more). The tools reduce the risk of security breaches and performance outages by transforming functional testing artifacts into security and load equivalents. Such reuse, along with continuous monitoring of API for change, allows faster and more efficient testing.

Qualisense Test.Predictor is our new AI-powered tool that dramatically improves risk-based testing strategies. It uses AI and automation to speed up time to release, cut costs and redeploy resources to focus on what matters most. With more than 6X increase in release velocity you can dramatically improve speed to market.  Achieve more with less is not just a slogan when it comes to Test.Predictor, it’s a method of operation. These innovative AI capabilities are transforming software testing and reinventing regression testing. Test.Predictor empowers business users and data analysts to create prediction models independently. Simply put, it’s the ultimate testing solution. Qualisense, our proprietary AI-powered tool, dramatically improves risk-based testing strategies. It uses AI and automation to speed up time to release, cut costs and redeploy resources to focus on what matters most to your business.

Test the new functionality of your mobile application by interacting with physical mobile devices in real-time from your browser. Create & execute hundreds of manual or automated tests in parallel on 1,000+ real IOS & Android devices in the cloud. Create Appium tests with ease directly from your IDE and enjoy real-time interaction and live debugging. Access visual test reports and advanced analytics. Automate your cross-browser testing by running Selenium tests on 1,000+ browser types, versions, and operating systems. Interact with your app in real-time and debug it. Perform visual testing to verify UI responsiveness across different resolutions. Intuitively develop new Appium tests or execute existing projects using Appium Studio. Easily test on iOS devices using a Windows machine, and enjoy advanced testing capabilities. Digital.ai Continuous Testing enables enterprises to test at scale, increase test coverage, and make data-driven decisions to deliver high-quality apps.

Appsurify’s patented AI technology determines the areas of an application that have changed after each developer commit and automatically selects and executes just the tests relevant to those changed areas in the CI Pipeline. Appsurify selects and executes only the small subset of tests impacted on a per developer change basis. Optimize CI Pipelines by removing automation testing as a bottleneck and let Builds run faster and more efficiently. Automation Testing and CI Pipelines are slowing productivity by taking too long to complete, delaying important feedback to catch bugs, and pushing release schedules back. With Appsurify, QA & DevOps work is streamlined by allowing focused test execution in only the areas that matter to catch bugs early and keep CI/CD pipelines running smoothly and efficiently.

BugBot revolutionizes exploratory testing by seamlessly integrating generative AI, automation, and visual testing. Effortlessly validate forms with comprehensive automation, record and import test sessions with screen recording, and enhance productivity with Note Pin for quick access to crucial test outcomes. BugBot ensures 30-40% time savings, 70% reduced manual intervention, and 60-70% accuracy in specific environments. With powerful integrations and AI-enabled visual testing, BugBot stands out, offering 4X faster execution and delivery. Choose BugBot for instant testing support, confidence in report-based analytics, cross-platform compatibility, 24/7 service assistance, and the wisdom of BugRaptors' QA masters.

The world’s first autonomous AI-driven QA solution. We put our 15 years of experience in AI QA SaaS that is better than your QA department. It clearly knows what, when and how to test. You don't have to have any QA knowledge. Just put URL of your web app and get a test report. Simple and comprehensive. - Your own QA team Owlity functions as your dedicated QA team, offering human-like, holistic testing that comprehends your application's logic and functionality dependencies — not just a few features. - Save months of work Say goodbye to months and years wasted on manual and automated testing, battling flaky tests, endless maintenance, test case development, and tedious bug reporting. - No QA expertise needed Owlity is designed for everyone on your team, delivering seamless, expert-level testing without requiring a dedicated QA specialist.

Achieve Better Business Outcomes with 360-Degree Process Insights to Inform and Scale Automated Testing and extend automation for maximum value. Known by leading global enterprises as the "gold standard" for automated testing, Worksoft is a long-time leader in driving innovation for automation. Together with our customers, we’ve recognized an evolution of automation with a natural convergence of test automation, process discovery and intelligence, and RPA. Worksoft is the only automation software provider delivering a single platform that spans these functions to deliver unprecedented capabilities to understand and de-risk complex business processes, gain insights on how to maximize automation ROI, and track ongoing process optimization results. Worksoft Certify allows you to easily create, maintain, share, and consume automated end-to-end business process tests as part of continuous testing, integration, and delivery cycles.

We create a comprehensive memory of your web app and the interactions we engage in. Our QA testing agent identifies actions and objectives. Configure the tests with your own user credentials and data. Multiple personas monitoring the agent create defects varying in severity. Our AI agent reasons and takes steps to achieve test objectives. Automatic comments on your pull requests with actionable feedback. Generates developer-friendly bug reports, including console logs, network requests, and more. Testing takes time from building new features and even minor app changes that require updating the test code. Production bugs can cause strain on support, interrupt developers and even lead to customer loss. Manual testing is costly and results in slow feedback cycles, which can potentially delay releases.

Scale your machine learning development from research to production with an end-to-end solution that gives your data science team all the tools they need in one place. As the leading data science platform for MLOps and model management, cnvrg.io is a pioneer in building cutting-edge machine learning development solutions so you can build high-impact machine learning models in half the time. Bridge science and engineering teams in a clear and collaborative machine learning management environment. Communicate and reproduce results with interactive workspaces, dashboards, dataset organization, experiment tracking and visualization, a model repository and more. Focus less on technical complexity and more on building high impact ML models. Cnvrg.io container-based infrastructure helps simplify engineering heavy tasks like tracking, monitoring, configuration, compute resource management, serving infrastructure, feature extraction, and model deployment.

ClearML is the leading open source MLOps and AI platform that helps data science, ML engineering, and DevOps teams easily develop, orchestrate, and automate ML workflows at scale. Our frictionless, unified, end-to-end MLOps suite enables users and customers to focus on developing their ML code and automation. ClearML is used by more than 1,300 enterprise customers to develop a highly repeatable process for their end-to-end AI model lifecycle, from product feature exploration to model deployment and monitoring in production. Use all of our modules for a complete ecosystem or plug in and play with the tools you have. ClearML is trusted by more than 150,000 forward-thinking Data Scientists, Data Engineers, ML Engineers, DevOps, Product Managers and business unit decision makers at leading Fortune 500 companies, enterprises, academia, and innovative start-ups worldwide within industries such as gaming, biotech , defense, healthcare, CPG, retail, financial services, among others.

Achieve peak model performance with the best data. Create & manage training data for any visual modality, debug models and boost performance, and make foundation models your own. Expert review, QA and QC workflows help you deliver higher quality datasets to your artificial intelligence teams, helping improve model performance. Connect your data and models with Encord's Python SDK and API access to create automated pipelines for continuously training ML models. Improve model accuracy by identifying errors and biases in your data, labels and models.

Akira AI gives best-in-class explainability, accuracy, scalability, stability, and speed in their application. Provide transparent, robust, trustworthy, and fair applications with responsible AI. Transforming the way enterprise work with end-to-end model deployment, computer vision techniques and machine learning solutions. Enable actionable insights to solve business-impacting ML model issues. Build compliant and responsible AI systems with proactive bias monitoring capabilities. Explainable ML and quality management solutions that open the AI black box to understand and optimize the correct inner workings of the model. Intelligent automation-enabled processes reduce operational hindrances and optimize workforce productivity. Build AI-quality solutions that optimize, explain, and monitor ML models. Improve performance, transparency, and robustness. Improve AI outcomes and drive model performance by increasing model velocity.

The Saagie cloud data factory is a turnkey platform that lets you create and manage all your data & AI projects in a single interface, deployable in just a few clicks. Develop your use cases and test your AI models in a secure way with the Saagie data factory. Get your data and AI projects off the ground with a single interface and centralize your teams to make rapid progress. Whatever your maturity level, from your first data project to a data & AI-driven strategy, the Saagie platform is there for you. Simplify your workflows, boost your productivity, and make more informed decisions by unifying your work on a single platform. Transform your raw data into powerful insights by orchestrating your data pipelines. Get quick access to the information you need to make more informed decisions. Simplify the management and scalability of your data and AI infrastructure. Accelerate the time-to-production of your AI, machine learning, and deep learning models.

The software layer of the NVIDIA AI platform, NVIDIA AI Enterprise accelerates the data science pipeline and streamlines development and deployment of production AI including generative AI, computer vision, speech AI and more. With over 50 frameworks, pretrained models and development tools, NVIDIA AI Enterprise is designed to accelerate enterprises to the leading edge of AI, while also simplifying AI to make it accessible to every enterprise. The adoption of artificial intelligence and machine learning has gone mainstream, and is core to nearly every company’s competitive strategy. One of the toughest challenges for enterprises is the struggle with siloed infrastructure across the cloud and on-premises data centers. AI requires their environments to be managed as a common platform, instead of islands of compute.

IBM Watson OpenScale is an enterprise-scale environment for AI-powered applications that provides businesses with visibility into how AI is created and used, and how ROI is delivered. IBM Watson OpenScale is an enterprise-scale environment for AI-powered applications that provides companies with visibility into how AI is created and used, and how ROI is delivered at the business level. Create and develop trusted AI using the IDE of your choice and power your business and support teams with data insights into how AI affects business results. Capture payload data and deployment output to monitor the ongoing health of business applications through operations dashboards, alerts, and access to open data warehouse for custom reporting. Automatically detects when artificial intelligence systems deliver the wrong results at run time, based on business-determined fairness attributes. Mitigate bias through smart recommendations of new data for new model training.

The open-source ML observability platform. Evaluate, test, and monitor ML models from validation to production. From tabular data to NLP and LLM. Built for data scientists and ML engineers. All you need to reliably run ML systems in production. Start with simple ad hoc checks. Scale to the complete monitoring platform. All within one tool, with consistent API and metrics. Useful, beautiful, and shareable. Get a comprehensive view of data and ML model quality to explore and debug. Takes a minute to start. Test before you ship, validate in production and run checks at every model update. Skip the manual setup by generating test conditions from a reference dataset. Monitor every aspect of your data, models, and test results. Proactively catch and resolve production model issues, ensure optimal performance, and continuously improve it.

NeuReality accelerates the possibilities of AI by offering a revolutionary solution that lowers the overall complexity, cost, and power consumption. While other companies also develop Deep Learning Accelerators (DLAs) for deployment, no other company connects the dots with a software platform purpose-built to help manage specific hardware infrastructure. NeuReality is the only company that bridges the gap between the infrastructure where AI inference runs and the MLOps ecosystem. NeuReality has developed a new architecture design to exploit the power of DLAs. This architecture enables inference through hardware with AI-over-fabric, an AI hypervisor, and AI-pipeline offload.

Build, evaluate, deploy, and refine custom natural language processing models. Empower your team to automate workflows without hiring an AI expert team and costly infra. Metatext simplifies the process of creating customized AI/NLP models, even without expertise in ML, data science, or MLOps. With just a few steps, automate complex workflows, and rely on intuitive UI and APIs to handle the heavy work. Enable AI into your team using a simple but intuitive UI, add your domain expertise, and let our APIs do all the heavy work. Get your custom AI trained and deployed automatically. Get the best from a set of deep learning algorithms. Test it using a Playground. Integrate our APIs with your existing systems, Google Spreadsheets, and other tools. Select the AI engine that best suits your use case. Each one offers a set of tools to assist creating datasets and fine-tuning models. Upload text data in various file formats and annotate labels using our built-in AI-assisted data labeling tool.

Onboard your data and models to Openlayer and collaborate with the whole team to align expectations surrounding quality and performance. Breeze through the whys behind failed goals to solve them efficiently. The information to diagnose the root cause of issues is at your fingertips. Generate more data that looks like the subpopulation and retrain the model. Test new commits against your goals to ensure systematic progress without regressions. Compare versions side-by-side to make informed decisions and ship with confidence. Save engineering time by rapidly figuring out exactly what’s driving model performance. Find the most direct paths to improving your model. Know the exact data needed to boost model performance and focus on cultivating high-quality and representative datasets.

Scale's mission is to accelerate the development of AI applications. Better data leads to more performant models. Performant models lead to faster deployment. We help deliver value from AI investments faster with better data by providing an end-to-end solution to manage the entire ML lifecycle. Combining cutting edge technology with operational excellence, we help teams develop the highest-quality datasets because better data leads to better AI.

Achieve your continuous software testing goals through AI: Testaify models your app, writes and executes test cases, and reports on findings so you can focus on product quality. Be a testing superhero. When you transition software testing to Testaify's AI worker bees, you offload the heavy lifting of test script writing and maintenance. No more fragile scripts breaking down. Autonomous testing with Testaify discovers your web app, designs and executes test cases, and reports on findings. Replace test automation with autonomous software testing. AI-powered test creation applies test methodologies. AI-generated test automation and execution increase productivity. Easily consume test findings to validate defects. Focus on bug fixes and strategic work. Release more confidently with comprehensive on-demand insights. Writing and maintaining fickle test scripts is time-consuming and difficult. Testaify eliminates this busy work by crafting tests for you through autonomous software testing.

Langtail is an end-to-end platform that accelerates the development and deployment of language model (LLM) applications. It enables companies to rapidly experiment, collaborate, and launch production-grade LLM products. Key features include: 1. No-code LLM playground for prompt debugging and ideation 2. Collaborative workspaces for sharing prompts and insights 3. Comprehensive observability suite with logging and analytics 4. Evaluation framework for systematically testing prompt performance 5. Deployment infrastructure for serving prompts via API in multiple environments 6. Upcoming fine-tuning capabilities to improve models with user feedback Langtail empowers both technical and non-technical teams to find high-value LLM use cases, refine prompts for reliable performance, and deploy applications with ease. It's the all-in-one platform to take your LLM projects from prototype to production faster than ever.

Citrusˣ’s end-to-end platform for AI transparency and explainability allows organizations to maintain confidence in their models. Data scientists can use the Summary and Validation pages on the web UI and SDK to validate the performance of their models, investigate results, and address issues. Data science managers and Chief data officers can track the work of their teams, compare models, and ensure KPIs are being met. Risk officers and MRMs can use the web UI and reports to verify the soundness of the model, assess the risks, and ensure AI is being used responsibly and fairly according to regulatory requirements. Executives and regulators can use summarized custom reports to verify the model's strength and accuracy, understand the model's decisions, identify risks, and ensure compliance to protect the organization from potential lawsuits and maintain its reputation.

Boost your productivity and create more inspired content with generative AI that is bounded and grounded by the highest industry standards and intelligence. Rate content for reliability, reveal political lean, and align with your brand’s safety themes. Our AI models are rigorously tested and reviewed by leading experts and data scientists to train our dataset exclusively with the web’s most trustworthy content. Leverage the industry’s most trustworthy large language model (LLM) to create new content fast, accurately, and at low cost. Speed up processes and drive better business outcomes with a suite of AI tools built to reduce costs and skyrocket results.

Keploy is an open-source, AI-powered test-generation platform for developers. It generates unit, integration, and end-to-end tests and realistic data mocks and gets 90% code test coverage within 2 minutes. Keploy can continuously monitor live environments for different user behaviour and can generate, and maintain test suites with high test coverage. These tests are then run in secure lightweight virtual environments in CI/CD or on a developer's laptop.

TestScribe AI is an LLM powered SaaS app to automatically generate detailed Software Test Plans from simple screenshots of your app! Our target customers are Software Developers, Testers, QA Analysts, Engineers, SDETs (Software Development Engineers in Test), and more. TestScribe AI offers the following FREE options: 1. ONE (1) Test Plan Generation, without having to even sign up 2. A total of FIVE (5) Test Plans just for signing up

TestSprite’s AI can draft test plans, implement integration and end-to-end test codes, schedule and execute test cases on the cloud platform, debug based on test results, and summarize all findings into comprehensive reports. TestSprite’s AI can interpret user-provided documentation and understand the test object. It can then draft test plans automatically and send them to customers for review. Once the test plan is approved, the test code will be implemented accordingly in seconds. Skip hiring testing engineers or contractors for pre-launch validation; all you need is us. Then TestSprite’s AI will schedule and execute test cases on our cloud platform automatically. It can even debug and identify potential root causes based on cloud testing outcomes. Finally, TestSprite will provide customers with detailed, comprehensive reports in the last step. Simplicity is easy when you just skip tons of mission-critical features.