Alternatives to KitOps
Compare KitOps alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to KitOps in 2026. Compare features, ratings, user reviews, pricing, and more from KitOps competitors and alternatives in order to make an informed decision for your business.
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Teradata VantageCloud
Teradata
Teradata VantageCloud: The complete cloud analytics and data platform for AI. Teradata VantageCloud is an enterprise-grade, cloud-native data and analytics platform that unifies data management, advanced analytics, and AI/ML capabilities in a single environment. Designed for scalability and flexibility, VantageCloud supports multi-cloud and hybrid deployments, enabling organizations to manage structured and semi-structured data across AWS, Azure, Google Cloud, and on-premises systems. It offers full ANSI SQL support, integrates with open-source tools like Python and R, and provides built-in governance for secure, trusted AI. VantageCloud empowers users to run complex queries, build data pipelines, and operationalize machine learning models—all while maintaining interoperability with modern data ecosystems. -
2
Amazon Web Services (AWS)
Amazon
Amazon Web Services (AWS) is the world’s most comprehensive cloud platform, trusted by millions of customers across industries. From startups to global enterprises and government agencies, AWS provides on-demand solutions for compute, storage, networking, AI, analytics, and more. The platform empowers organizations to innovate faster, reduce costs, and scale globally with unmatched flexibility and reliability. With services like Amazon EC2 for compute, Amazon S3 for storage, SageMaker for AI/ML, and CloudFront for content delivery, AWS covers nearly every business and technical need. Its global infrastructure spans 120 availability zones across 38 regions, ensuring resilience, compliance, and security. Backed by the largest community of customers, partners, and developers, AWS continues to lead the cloud industry in innovation and operational expertise. -
3
JFrog Artifactory
JFrog
The Industry Standard Universal Binary Repository Manager. Supports all major package types (over 27 and growing) such as Maven, npm, Python, NuGet, Gradle, Go, and Helm including Kubernetes and Docker as well as integration with leading CI servers and DevOps tools that you already use. Additional functionalities include: - High Availability that scales to infinity with active/active clustering of your DevOps environment and scales as business grows - On-Prem, Cloud, Hybrid, or Multi-Cloud Solution - De Facto Kubernetes Registry managing application packages, operating system’s component dependencies, open source libraries, Docker containers, and Helm charts with full visibility of all dependencies. Compatible with a growing list of Kubernetes cluster providers. -
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BentoML
BentoML
Serve your ML model in any cloud in minutes. Unified model packaging format enabling both online and offline serving on any platform. 100x the throughput of your regular flask-based model server, thanks to our advanced micro-batching mechanism. Deliver high-quality prediction services that speak the DevOps language and integrate perfectly with common infrastructure tools. Unified format for deployment. High-performance model serving. DevOps best practices baked in. The service uses the BERT model trained with the TensorFlow framework to predict movie reviews' sentiment. DevOps-free BentoML workflow, from prediction service registry, deployment automation, to endpoint monitoring, all configured automatically for your team. A solid foundation for running serious ML workloads in production. Keep all your team's models, deployments, and changes highly visible and control access via SSO, RBAC, client authentication, and auditing logs.Starting Price: Free -
5
Monitaur
Monitaur
Creating responsible AI is a business problem, not just a tech problem. We solve for the whole problem by bringing teams together onto one platform to mitigate risk, leverage your full potential, and turn intention into action. Uniting every stage of your AI/ML journey with cloud-based governance applications. GovernML is the kickstarter you need to bring good AI/ML systems into the world. We bring user-friendly workflows that document the lifecycle of your AI journey on one platform. That’s good news for your risk mitigation and your bottom line. Monitaur provides cloud-based governance applications that track your AI/ML models from policy to proof. We are SOC 2 Type II-certified to enhance your AI governance and deliver bespoke solutions on a single unifying platform. GovernML brings responsible AI/ML systems into the world. Get scalable, user-friendly workflows that document the lifecycle of your AI journey on one platform. -
6
Saturn Cloud
Saturn Cloud
Saturn Cloud is an AI/ML platform available on every cloud. Data teams and engineers can build, scale, and deploy their AI/ML applications with any stack. Quickly spin up environments to test new ideas, then easily deploy them into production. Scale fast—from proof-of-concept to production-ready applications. Customers include NVIDIA, CFA Institute, Snowflake, Flatiron School, Nestle, and more. Get started for free at: saturncloud.ioStarting Price: $0.005 per GB per hour -
7
ClearScape Analytics
Teradata
ClearScape Analytics is Teradata's advanced analytics engine, offering powerful, open, and connected AI/ML capabilities designed to deliver better answers and faster results. It provides robust in-database analytics, enabling users to solve complex problems with extensive in-database analytic functions. It supports various languages and APIs, achieving frictionless connectivity with best-in-class open source and partner AI/ML tools. With the "Bring Your Own Analytics" feature, organizations can operationalize all their models, even those developed in other tools. ModelOps accelerates time to value by reducing deployment time from months to days, allowing for the automation of model scoring and enabling production scoring. It allows users to derive value faster from generative AI use cases with open-source large language models. -
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Neysa Aegis
Neysa
From thwarting model poisoning to preserving data integrity, Aegis ensures that your AI models are shielded by default, empowering you to deploy your AI/ML projects in the cloud or on-premise, confident that your security posture is protecting you against an evolving threat landscape. Unsecured AI/ML tools broaden attack surfaces, amplifying enterprise vulnerability to security breaches without vigilant oversight by security teams. Suboptimal AI/ML security posture risks data breaches, downtime, profit losses, reputational damage, and credential theft. Vulnerable AI/ML frameworks jeopardize data science initiatives, risking breaches, intellectual property theft, supply chain attacks, and data manipulation. Aegis uses an ensemble of specialized tools and AI models to analyse data from your AI/ML landscape, as well as external data sources. -
9
Vectice
Vectice
Enabling all enterprise’s AI/ML initiatives to result in consistent and positive impact. Data scientists deserve a solution that makes all their experiments reproducible, every asset discoverable and simplifies knowledge transfer. Managers deserve a dedicated data science solution. to secure knowledge, automate reporting and simplify reviews and processes. Vectice is on a mission to revolutionize the way data science teams work and collaborate. The goal is to ensure consistent and positive AI/ML impact for all organizations. Vectice is bringing the first automated knowledge solution that is both data science aware, actionable and compatible with the tools data scientists use. Vectice auto-captures all the assets that AI/ML teams create such as datasets, code, notebooks, models or runs. Then it auto-generates documentation from business requirements to production deployments. -
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MLflow
MLflow
MLflow is an open source platform to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model registry. MLflow currently offers four components. Record and query experiments: code, data, config, and results. Package data science code in a format to reproduce runs on any platform. Deploy machine learning models in diverse serving environments. Store, annotate, discover, and manage models in a central repository. The MLflow Tracking component is an API and UI for logging parameters, code versions, metrics, and output files when running your machine learning code and for later visualizing the results. MLflow Tracking lets you log and query experiments using Python, REST, R API, and Java API APIs. An MLflow Project is a format for packaging data science code in a reusable and reproducible way, based primarily on conventions. In addition, the Projects component includes an API and command-line tools for running projects. -
11
Robin.io
Robin.io
ROBIN is the industry’s first hyper-converged Kubernetes platform for big data, databases, and AI/ML. The platform provides a self-service App-store experience for the deployment of any application, anywhere – runs on-premises in your private data center or in public-cloud (AWS, Azure, GCP) environments. Hyper-converged Kubernetes is a software-defined application orchestration framework that combines containerized storage, networking, compute (Kubernetes), and the application management layer into a single system. Our approach extends Kubernetes for data-intensive applications such as Hortonworks, Cloudera, Elastic stack, RDBMS, NoSQL databases, and AI/ML apps. Facilitates simpler and faster roll-out of critical Enterprise IT and LoB initiatives, such as containerization, cloud-migration, cost-consolidation, and productivity improvement. Solves the fundamental challenges of running big data and databases in Kubernetes. -
12
Perception Platform
Intuition Machines
The Perception Platform by Intuition Machines automates the entire lifecycle of machine learning models—from training to deployment and continuous improvement. Featuring advanced active learning, the platform enables models to evolve by learning from new data and human interaction, enhancing accuracy while reducing manual oversight. Robust APIs facilitate seamless integration with existing systems, making it scalable and easy to adopt across diverse AI/ML applications. -
13
Mona
Mona
Gain complete visibility into the performance of your data, models, and processes with the most flexible monitoring solution. Automatically surface and resolve performance issues within your AI/ML or intelligent automation processes to avoid negative impacts on both your business and customers. Learning how your data, models, and processes perform in the real world is critical to continuously improving your processes. Monitoring is the ‘eyes and ears' needed to observe your data and workflows to tell you if they’re performing well. Mona exhaustively analyzes your data to provide actionable insights based on advanced anomaly detection mechanisms, to alert you before your business KPIs are hurt. Take stock of any part of your production workflows and business processes, including models, pipelines, and business outcomes. Whatever datatype you work with, whether you have a batch or streaming real-time processes, and for the specific way in which you want to measure your performance. -
14
Junction AI
Junction AI
Junction AI’s intelligent product merchandising AI/ML platform offers 40 prebuilt insights you need every day. Our “as a service” AI/ML solution delivers data-driven insights utilizing the latest NLP & computer vision services, infrastructure & data integrations. We integrate, configure, model & manage the technology so you stay focused on the business, it’s that easy. Product marketing, product merchandising & sales forecasting are more complex than ever. More customer channels, demanding inventory requirements, complex distribution networks & more competition means you need AI/ML to automate, scale & grow. Level up with the most advanced AI/ML capabilities powering successful product merchandising. Our unique AI/ML data transformation platform delivers an easy “as a service” solution so you spend your time on what matters most. AI/ML delivers vastly more scalable, automated & accurate sales forecasts for physical & eCommerce channels. -
15
Appen
Appen
The Appen platform combines human intelligence from over one million people all over the world with cutting-edge models to create the highest-quality training data for your ML projects. Upload your data to our platform and we provide the annotations, judgments, and labels you need to create accurate ground truth for your models. High-quality data annotation is key for training any AI/ML model successfully. After all, this is how your model learns what judgments it should be making. Our platform combines human intelligence at scale with cutting-edge models to annotate all sorts of raw data, from text, to video, to images, to audio, to create the accurate ground truth needed for your models. Create and launch data annotation jobs easily through our plug and play graphical user interface, or programmatically through our API. -
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Nyckel
Nyckel
Nyckel makes it easy to auto-label images and text using AI. We say ‘easy’ because trying to do classification through complex “we-do-it-all” AI/ML tools is hard. Especially if you’re not a machine learning expert. That’s why Nyckel built a platform that makes image and text classification easy for everyone. In just a few minutes, you can train an AI model to identify attributes of any image or text. Whether you’re sorting through images, moderating text, or needing real-time content labeling, Nyckel lets you build a custom classifier in just 5 minutes. And with our Classification API, you can auto-label at scale. Nyckel’s goal is to make AI-powered classification a practical tool for anyone. Learn more at Nyckel.com.Starting Price: Free -
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Sixgill Sense
Sixgill
Every step of the machine learning and computer vision workflow is made simple and fast within one no-code platform. Sense allows anyone to build and deploy AI IoT solutions to any cloud, the edge or on-premise. Learn how Sense provides simplicity, consistency and transparency to AI/ML teams with enough power and depth for ML engineers yet easy enough to use for subject matter experts. Sense Data Annotation optimizes the success of your machine learning models with the fastest, easiest way to label video and image data for high-quality training dataset creation. The Sense platform offers one-touch labeling integration for continuous machine learning at the edge for simplified management of all your AI solutions. -
18
StackRox
StackRox
Only StackRox provides comprehensive visibility into your cloud-native infrastructure, including all images, container registries, Kubernetes deployment configurations, container runtime behavior, and more. StackRox’s deep integration with Kubernetes delivers visibility focused on deployments, giving security and DevOps teams a comprehensive understanding of their cloud-native infrastructure, including images, containers, pods, namespaces, clusters, and their configurations. You get at-a-glance views of risk across your environment, compliance status, and active suspicious traffic. Each summary view enables you to drill into more detail. Using StackRox, you can easily identify and analyze container images in your environment with native integrations and support for nearly every image registry. -
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Credo AI
Credo AI
Standardize your AI governance efforts across diverse stakeholders, ensure regulatory readiness of your governance processes, and measure and manage your AI risks and compliance. Go from fragmented teams and processes to a centralized repository of trusted governance that makes it easy to ensure all of your AI/ML projects are being governed effectively. Stay up-to-date with the latest regulations and standards with AI Policy Packs that meet current and emerging regulations. Credo AI is an intelligence layer that sits on top of your AI infrastructure and translates technical artifacts into actionable risk & compliance insights for product leaders, data scientists, and governance teams. Credo AI is an intelligence layer that sits on top of your technical and business infrastructure and translates technical artifacts into risk and compliance scores. -
20
BIRD Analytics
Lightning Insights
BIRD Analytics is a blazingly fast high performance, full-stack data management, and analytics platform to generate insights using agile BI and AI/ ML models. It covers all the aspects - starting from data ingestion, transformation, wrangling, modeling, storing, analyze data in real-time, that too on petabyte-scale data. BIRD provides self-service capabilities with Google-type search and powerful ChatBot integration. We’ve compiled our resources to provide the answers you seek. From industry uses cases to blog articles, learn more about how BIRD addresses Big Data pain points. Now that you’ve discovered the value of BIRD, schedule a demo to see the platform in action and uncover how it can transform your distinct data. Utilize AI/ML technologies for greater agility & responsiveness in decision-making, cost reduction, and improving customer experiences. -
21
Incedo Lighthouse
Incedo
Next generation cloud native AI powered Decision Automation platform to develop use case specific solutions. Incedo LighthouseTM harnesses the power of AI in a low code environment to deliver insights and action recommendations, every day, by leveraging the capabilities of Big Data at superfast speed. Incedo LighthouseTM enables you to increase revenue potential by optimizing customer experiences and delivering hyper-personalized recommendations. Our AI and ML driven models allow personalization across the customer lifecycle. Incedo LighthouseTM allows you to achieve lower costs by accelerating the loop of problem discovery, generation of insights and execution of targeted actions. The platform is powered by our ML driven metric monitoring and root cause analyses models. Incedo LighthouseTM monitors the quality of the high volumes of frequent data loads and leverages AI/ML to fix some of the quality issues, thereby improving trust in data. -
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HPE Ezmeral ML OPS
Hewlett Packard Enterprise
HPE Ezmeral ML Ops provides pre-packaged tools to operationalize machine learning workflows at every stage of the ML lifecycle, from pilot to production, giving you DevOps-like speed and agility. Quickly spin-up environments with your preferred data science tools to explore a variety of enterprise data sources and simultaneously experiment with multiple machine learning or deep learning frameworks to pick the best fit model for the business problems you need to address. Self-service, on-demand environments for development and test or production workloads. Highly performant training environments—with separation of compute and storage—that securely access shared enterprise data sources in on-premises or cloud-based storage. HPE Ezmeral ML Ops enables source control with out of the box integration tools such as GitHub. Store multiple models (multiple versions with metadata) for various runtime engines in the model registry. -
23
K21 Academy
K21 Academy
At K21 Academy, we help professionals and aspiring tech enthusiasts transform their careers with practical, job-oriented programs in Cloud Computing, AI/ML, Data Engineering, and DevOps. With over 45,000 learners trained globally and 160,000+ active followers, our expert-led courses combine hands-on labs, real-world projects, and industry-recognized certifications to keep you ahead in today’s competitive tech landscape. We offer 1-year free unlimited retakes, personalized job support including mock interviews, CV reviews, and career coaching. Our programs cover AWS, Azure, Google Cloud, Oracle Cloud, Docker, Kubernetes, CI/CD, ETL, AI/ML, and security compliance, ensuring you gain practical skills that employers value. Join our global community, learn at your own pace, collaborate with peers, and become part of the success stories leading projects in AI, Cloud, Data, and DevOps.Starting Price: $297 -
24
Cogito
Cogito Tech LLC
Cogito Tech is a leading AI data solutions provider specializing in data labeling and annotation services. We deliver high-quality data for applications across computer vision, natural language processing (NLP), and content services. Our expertise extends to fine-tuning large language models (LLMs) through techniques like Reinforcement Learning from Human Feedback (RLHF), enabling rapid deployment and customization to meet business objectives. The company is headquartered in the United States and was featured in The Financial Times’ FT ranking: The Americas’ Fastest-Growing Companies 2025 and Everest Group’s report Data Annotation and Labeling (DAL) Solutions for AI/ML PEAK Matrix® Assessment 2024 Services offered by Cogito: • Image Annotation Service • AI-assisted Data Labeling Service • Medical Image Annotation • NLP & Audio Annotation Service • ADAS Annotation Services • Healthcare Training Data for AI • Audio & Video Transcription ServicesStarting Price: $25/Hour -
25
InterviewCracker
InterviewCracker
Every candidate is matched by our AI/ML engine to provide you easy way to identify candidates of choice from thousands of profiles. You can not only listen and read the candidate’s oral and written communication but see the automatic analysis by our AI platform. Our database is the best and fastest-growing talent pool of sales champions. You do not have to look outside anymore. Experience the power of AI/ML technology to screen, assess and get the best-matched candidates before interviewing them. Rest easy. You can now avoid screening hundreds of resumes to find relevant candidates. Talk to the candidates rated and matched by our unique AI/ML algorithms.Starting Price: $12.25 per job post -
26
Algoreus
Turium AI
All your data needs are delivered in one powerful platform. From data ingestion/integration, transformation, and storage to knowledge catalog, graph networks, data analytics, governance, monitoring, and, sharing. An AI/ML platform that lets enterprises, train, test, troubleshoot, deploy, and govern models at scale to boost productivity while maintaining model performance in production with confidence. A dedicated solution for training models with minimal effort through AutoML or training your case-specific models from scratch with CustomML. Giving you the power to connect essential logic from ML with data. An integrated exploration of possible actions. Integration with your protocols and authorization models. Propagation by default; extreme configurability at your service. Leverage internal lineage system, for alerting and impact analysis. Interwoven with the security paradigm; provides immutable tracking. -
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GPUonCLOUD
GPUonCLOUD
Traditionally, deep learning, 3D modeling, simulations, distributed analytics, and molecular modeling take days or weeks time. However, with GPUonCLOUD’s dedicated GPU servers, it's a matter of hours. You may want to opt for pre-configured systems or pre-built instances with GPUs featuring deep learning frameworks like TensorFlow, PyTorch, MXNet, TensorRT, libraries e.g. real-time computer vision library OpenCV, thereby accelerating your AI/ML model-building experience. Among the wide variety of GPUs available to us, some of the GPU servers are best fit for graphics workstations and multi-player accelerated gaming. Instant jumpstart frameworks increase the speed and agility of the AI/ML environment with effective and efficient environment lifecycle management.Starting Price: $1 per hour -
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AI/ML API
AI/ML API
AI/ML API is a game-changing platform for developers and SaaS entrepreneurs looking to integrate cutting-edge AI capabilities into their products. It offers a single point of access to over 200 state-of-the-art AI models, covering everything from NLP to computer vision. Key Features for Developers: Extensive Model Library: 200+ pre-trained models for rapid prototyping and deployment Developer-Friendly Integration: RESTful APIs and SDKs for seamless incorporation into your stack Serverless Architecture: Focus on coding, not infrastructure management Advantages for SaaS Entrepreneurs: Rapid Time-to-Market: Leverage advanced AI without building from scratch Scalability: From MVP to enterprise-grade solutions, AI/ML API grows with your business Cost-Efficiency: Pay-as-you-go pricing model reduces upfront investment Competitive Edge: Stay ahead with continuously updated AI modelsStarting Price: $4.99/week -
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Octolane AI
Octolane AI
Octolane AI, a Y Combinator-backed startup, specializes in handling and analyzing vast datasets, ranging from healthcare to sales. Our first public product is on providing real-time, up-to-date B2B data enrichment solutions powered by large language models (LLMs). We manage over 50 million company data and 300 million contact data entries, constantly growing and updating to ensure precision and accuracy. Our proprietory AI/ML applications are designed to process millions of requests monthly, offering seamless integration for your business needs. Our process involves multi-layered cross-checking, meticulous data cleaning, and rigorous analysis of billions of data rows. We handle a variety of data types, including images, videos, and both unstructured and structured data, ensuring the processed data is optimized for AI/ML models and business applications.Starting Price: $1,000 per month -
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ClearML
ClearML
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.Starting Price: $15 -
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Verana Health
Verana Health
Verana Health is a real‑world data platform that transforms structured and unstructured electronic health record information into de‑identified, curated, disease‑specific data modules via its clinician‑informed and AI‑enhanced VeraQ population health data engine. Aggregating data from strategic partnerships with leading medical registries (including the American Academies of Ophthalmology, Neurology, and Urological Association), it encompasses over 20,000 clinicians and roughly 90 million patient records, providing near real‑time, high‑quality datasets to power real‑world evidence generation, clinical trial site and subject identification, clinician quality reporting, and medical registry management. Accessible through cloud services such as AWS Data Exchange and Amazon Redshift, the platform offers self‑service API access, an intuitive dashboard, and customizable cohort discovery tools, while advanced AI/ML algorithms, robust data quality assessments. -
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OneDev
OneDev
OneDev is an open-source, self-hosted DevOps platform that unifies Git repository management, CI/CD pipelines, issue tracking, kanban boards, and package registries into a single application. It offers an intuitive GUI for creating CI/CD jobs with features like typed parameters, matrix jobs, logic reuse, and cache management. OneDev includes built-in registries for Docker, NPM, Maven, NuGet, PyPi, and more, facilitating comprehensive package management. It supports progressive and iterative issue tracking through iterations, enhancing agile workflows. With out-of-the-box code search and navigation, Renovate integration for dependency updates, and a RESTful API, OneDev streamlines development processes. It is designed for easy installation and maintenance, providing high performance and scalability. OneDev is developed and maintained by an inclusive community, ensuring continuous improvements and support.Starting Price: $6 per month -
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Antuit.ai
Antuit.ai
Antuit.ai is the leader in AI-powered cloud solutions for Retail and Consumer Goods. Our solution portfolio will help you digitally transform Forecasting, Pricing, Assortment, and Personalization. Our clients use Antuit.ai artificial intelligence, in production and at scale, to drive business decisions that result in substantial, financial impact. At antuit.ai, we differentiate ourselves from our competition with solutions that leverage the correct AI/ML algorithms in unique ways to solve real business problems. Rather than use off-the-shelf algorithms that force fit data through pre-defined data models, our data science team are all experts in AI/ML and fully understand the nature of these algorithms – what works well and what doesn’t. Together with our engineering team, they apply critical thinking and precision engineering to the data and science, pushing the boundaries of these algorithms to produce results that are truly innovative and transformative. -
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Amazon DevOps Guru
Amazon
Amazon DevOps Guru is a machine learning (ML)-powered service designed to make it easy to improve the operational performance and availability of an application. DevOps Guru helps detect behaviors that deviate from normal operating patterns, so you can identify operational errors long before they affect your customers. DevOps Guru uses ML models with information collected over years by Amazon.com and AWS Operational Excellence to identify anomalous application behavior (for example, increased latency, error rates, resource limitations, etc.) and helps detect critical errors that could potentially cause service interruptions. When the DevOps Guru identifies a critical issue, it automatically sends an alert and provides a summary of related anomalies, the likely root cause, and context on when and where the issue occurred.Starting Price: $0.0028 per resource per hour -
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Krista
Krista
Krista is a nothing-like-code intelligent automation platform that orchestrates your people, apps, and AI so you can optimize business outcomes. Krista builds and integrates machine learning and apps more simply than you can imagine. Krista is purpose-built to automate business outcomes, not just back-office tasks. Optimizing outcomes requires spanning departments of people & apps, deploying AI/ML for autonomous decision-making, leveraging your existing task automation, and enabling constant change. By digitizing complete processes, Krista delivers organization-wide, bottom-line impact.Krista empowers your people to create and modify automations without programming. Democratizing automation increases business speed and keeps you from waiting in the dreaded IT backlog. Krista dramatically reduces TCO compared to your current automation platform. -
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Oracle Fusion Data Intelligence platform is the next generation of Oracle Fusion Analytics Warehouse built for Oracle Fusion Cloud Applications, bringing together business data, ready-to-use analytics, and prebuilt AI and machine learning models to deliver deeper insights and accelerate the decision-making process into actionable results. Go beyond dashboards and reports with prebuilt applications for insights and AI/ML-driven recommendations to facilitate actions. Analyze performance against objectives with more than 2,000 best-practice key metrics, dashboards, and reports for ERP, SCM, HCM, and CX. Benefit from prebuilt, connected 360-degree views of key business entities, combining data from Fusion Cloud Applications and other sources. Leverage out-of-the-box AI/ML models to predict business outcomes and uncover valuable insights. Compose your own content with custom data, analytics, AI/ML, and applications.
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37
Nscale
Nscale
Nscale is the Hyperscaler engineered for AI, offering high-performance computing optimized for training, fine-tuning, and intensive workloads. From our data centers to our software stack, we are vertically integrated in Europe to provide unparalleled performance, efficiency, and sustainability. Access thousands of GPUs tailored to your requirements using our AI cloud platform. Reduce costs, grow revenue, and run your AI workloads more efficiently on a fully integrated platform. Whether you're using Nscale's built-in AI/ML tools or your own, our platform is designed to simplify the journey from development to production. The Nscale Marketplace offers users access to various AI/ML tools and resources, enabling efficient and scalable model development and deployment. Serverless allows seamless, scalable AI inference without the need to manage infrastructure. It automatically scales to meet demand, ensuring low latency and cost-effective inference for popular generative AI models. -
38
JFrog ML
JFrog
JFrog ML (formerly Qwak) offers an MLOps platform designed to accelerate the development, deployment, and monitoring of machine learning and AI applications at scale. The platform enables organizations to manage the entire lifecycle of machine learning models, from training to deployment, with tools for model versioning, monitoring, and performance tracking. It supports a wide variety of AI models, including generative AI and LLMs (Large Language Models), and provides an intuitive interface for managing prompts, workflows, and feature engineering. JFrog ML helps businesses streamline their ML operations and scale AI applications efficiently, with integrated support for cloud environments. -
39
GlobalDots
GlobalDots
20-year world leader in cloud & web innovation, connecting over 1,000 global businesses such as Lufthansa, Playtika, AppsFlyer, Fiat and Payoneer with the latest technologies. Our ever-growing solution portfolio contains over 80 innovative technologies, including: Security, Performance, DevOps & Cloud Management, Corporate IT, and advanced AI/ML models. Led by a team of innovation-driven engineers & architects, GlobalDots offers easy end-to-end technology adoption. Proactively introducing newer, better solutions, it helps businesses maintain a scalable, up-to-date technology posture in a quickly-changing world. Its enterprise clients breeze through cloud transformation; Its growing, cloud-native clients benefit from scalable, cost-effective and highly secure infrastructures. With our services, clients achieve significant cost reductions, accelerated business processes, and globally scalable infrastructures. -
40
PurpleCube
PurpleCube
Enterprise-grade architecture and cloud data platform powered by Snowflake® to securely store and leverage your data in the cloud. Built-in ETL and drag-and-drop visual workflow designer to connect, clean & transform your data from 250+ data sources. Use the latest in Search and AI-driven technology to generate insights and actionable analytics from your data in seconds. Leverage our AI/ML environments to build, tune and deploy your models for predictive analytics and forecasting. Leverage our built-in AI/ML environments to take your data to the next level. Create, train, tune and deploy your AI models for predictive analysis and forecasting, using the PurpleCube Data Science module. Build BI visualizations with PurpleCube Analytics, search through your data using natural language, and leverage AI-driven insights and smart suggestions that deliver answers to questions you didn’t think to ask. -
41
Causometrix
Causometrix
Cloud-based end-to-end supply chain planning platform for manufacturers, distributors, and retailers. Tier-1 application without the tier-1 price. Very extensive prebuilt solutions BUT with the flexibility to be configured to meet all your planning needs. Highly accurate AI/ML demand forecasting engine. Exception-based demand and inventory planning solutions. Coupled with revenue planning, the product suite supports full-blown sales & operations planning. No commitment free trial with your data! Most intuitive tool for slicing-and-dicing data. Analytics driven user interface makes data viewing and data entry fun and easy. AI/ML driven demand forecasting engine determines the optimal level of aggregation to generate forecasts. Engine learns the effects of events and promotions from the past and projects the lift/dip in future demand. -
42
Hyland Document Filters
Hyland
Document Filters is an SDK that can be leveraged for various applications, such as content indexing, e-discovery, data migration, feeding data into AI/ML models and much more by extracting data from unstructured sources. It gives software developers the ability to perform deep inspection, data extraction, output manipulation and conversion for virtually any type of document and language. -
43
Predictly
Predictly
Intelligent Automation enables you to seamlessly control your enterprise transformation by unifying process activities across front, middle and back-office, resulting in a new borderless, highly-automated and client-centric organization. RPA only provides specific rule-based heuristic methods along with very simple ML models whereas utilizing a platform powered by AI completely for process automation delivers more accurate and scalable results. A hybrid approach of automation where instead of using only one automation tool/platform, this approach uses multiple tools like RPA, AI/ML etc to make each possible process automated. Automation enabled by AI/ML algorithms, instead of writing custom rules for automation, this lets the algorithm learn the pattern from the data and using that pattern it tries to automate future processes. This is where a part of the entire process is automated which does not have much difference with manual process. -
44
Twine AI
Twine AI
Twine AI offers tailored speech, image, and video data collection and annotation services, including off‑the‑shelf and custom datasets, for training and fine‑tuning AI/ML models. It offers audio (voice recordings, transcription across 163+ languages and dialects), image and video (biometrics, object/scene detection, drone/satellite feeds), text, and synthetic data. Leveraging a vetted global crowd of 400,000–500,000 contributors, Twine ensures ethical, consent‑based collection and bias reduction with ISO 27001-level security and GDPR compliance. Projects are managed end‑to‑end through technical scoping, proofs of concept, and full delivery supported by dedicated project managers, version control, QA workflows, and secure payments across 190+ countries. Its service includes humans‑in‑the‑loop annotation, RLHF techniques, dataset versioning, audit trails, and full dataset management, enabling scalable, context‑rich training data for advanced computer vision. -
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FPT Cloud
FPT Cloud
FPT Cloud is a next‑generation cloud computing and AI platform that streamlines innovation by offering a robust, modular ecosystem of over 80 services, from compute, storage, database, networking, and security to AI development, backup, disaster recovery, and data analytics, built to international standards. Its offerings include scalable virtual servers with auto‑scaling and 99.99% uptime; GPU‑accelerated infrastructure tailored for AI/ML workloads; FPT AI Factory, a comprehensive AI lifecycle suite powered by NVIDIA supercomputing (including infrastructure, model pre‑training, fine‑tuning, model serving, AI notebooks, and data hubs); high‑performance object and block storage with S3 compatibility and encryption; Kubernetes Engine for managed container orchestration with cross‑cloud portability; managed database services across SQL and NoSQL engines; multi‑layered security with next‑gen firewalls and WAFs; centralized monitoring and activity logging. -
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SUSE Rancher Prime
SUSE
SUSE Rancher Prime addresses the needs of DevOps teams deploying applications with Kubernetes and IT operations delivering enterprise-critical services. SUSE Rancher Prime supports any CNCF-certified Kubernetes distribution. For on-premises workloads, we offer the RKE. We support all the public cloud distributions, including EKS, AKS, and GKE. At the edge, we offer K3s. SUSE Rancher Prime provides simple, consistent cluster operations, including provisioning, version management, visibility and diagnostics, monitoring and alerting, and centralized audit. SUSE Rancher Prime lets you automate processes and applies a consistent set of user access and security policies for all your clusters, no matter where they’re running. SUSE Rancher Prime provides a rich catalogue of services for building, deploying, and scaling containerized applications, including app packaging, CI/CD, logging, monitoring, and service mesh. -
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Cohere PaaS Intelligent Prior Authorization
Cohere Health
Cohere helps health plans digitize the process and apply clinical intelligence to enable in-house, end-to-end automation of prior authorization. Health plans can directly license Cohere’s PaaS intelligent prior authorization for use by the plan’s internal utilization management staff. As a result, our client health plans achieve both significant administrative efficiencies and faster, better patient outcomes. Cohere delivers a tailored, modular, and configurable solution suite for health plans. Digitizes all prior authorization requests into a single automated workflow. Automates prior authorization decisions using health plan-preferred policies and accelerates manual review. Helps clinical reviewers adjudicate complex requests, using responsible AI/ML and automated capabilities. Leverages clinical intelligence with AI/ML and advanced analytics to improve utilization management performance. Improves patient and population outcomes with innovative, specialty-specific programs. -
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Polyaxon
Polyaxon
A Platform for reproducible and scalable Machine Learning and Deep Learning applications. Learn more about the suite of features and products that underpin today's most innovative platform for managing data science workflows. Polyaxon provides an interactive workspace with notebooks, tensorboards, visualizations,and dashboards. Collaborate with the rest of your team, share and compare experiments and results. Reproducible results with a built-in version control for code and experiments. Deploy Polyaxon in the cloud, on-premises or in hybrid environments, including single laptop, container management platforms, or on Kubernetes. Spin up or down, add more nodes, add more GPUs, and expand storage. -
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E2E Cloud
E2E Networks
E2E Cloud provides advanced cloud solutions tailored for AI and machine learning workloads. We offer access to cutting-edge NVIDIA GPUs, including H200, H100, A100, L40S, and L4, enabling businesses to efficiently run AI/ML applications. Our services encompass GPU-intensive cloud computing, AI/ML platforms like TIR built on Jupyter Notebook, Linux and Windows cloud solutions, storage cloud with automated backups, and cloud solutions with pre-installed frameworks. E2E Networks emphasizes a high-value, top-performance infrastructure, boasting a 90% cost reduction in monthly cloud bills for clients. Our multi-region cloud is designed for performance, reliability, resilience, and security, serving over 15,000 clients. Additional features include block storage, load balancers, object storage, one-click deployment, database-as-a-service, API & CLI access, and a content delivery network.Starting Price: $0.012 per hour -
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Slim.AI
Slim.AI
Easily connect your own private registries and share images with your team. Explore the world’s largest public registries to find the right container image for your project. If you don’t know what’s in your containers, you can’t have software security. The Slim platform lifts the veil on container internals so you can analyze, optimize, and compare changes across multiple containers or versions. Use DockerSlim, our open-source project, to automatically optimize your container images. Remove bulky or dangerous packages, so you ship only what you need to produce. Find out how the Slim platform can help your team automatically improve software and supply chain security, tune containers for development, testing, and production, and ship secure container-based apps to the cloud. Accounts are free and there is no charge to use the platform at this time. We're container enthusiasts, not salespeople, so know that your privacy and security are the founding principles of our business.
