MLOps 27

Orq.ai is a GenAI collaboration platform for software teams to scale LLM applications. Orq.ai is a generative AI collaboration platform designed for software teams to control GenAI and deliver LLM applications at scale. It provides MLOps tooling to manage prompts for all LLMs, creating a single source of truth, enabling experimentation on multiple LLMs for quality and pricing, customizing them for specific contexts, and collecting feedback on accuracy and economics. It helps teams optimize prompts, deploy use cases, and monitor performance, offering an end-to-end platform for continuous delivery of LLM apps.

Remyx AI: ExperimentOps platform for AI development, model building, and production. Remyx AI helps AI developers and teams run better experiments, build reliable models, and ship production AI with ease. It provides an ExperimentOps studio for AI development, allowing users to learn what’s actually working and why. Remyx operationalizes knowledge, closing the loop between experimentation and AI that delivers on business goals. It captures and surfaces insights that make AI experiments repeatable, trustworthy, and ready for production. The platform supports structured, reusable experiments, customizable evaluation criteria, and guided learning loops.

AI Observability and Security platform for monitoring and protecting LLM and ML models. Fiddler AI offers an AI Observability and Security platform designed to monitor, explain, analyze, and protect LLM applications and ML Models. It provides visibility and actionable insights, enabling enterprises to ship more predictive and generative models and LLM applications into production safely and responsibly. The platform includes features like LLM and ML monitoring, alerts, segmentation, root cause analysis, visualization, custom metrics, and reports. Fiddler Trust Models deliver fast response times and high accuracy in monitoring hallucination, PII, and prompt injection attacks.

AI model serving and orchestration platform for deploying and managing AI workloads. UbiOps is a platform designed for powerful model serving and orchestration for AI & ML projects, eliminating the complexities of managing Kubernetes and cloud infrastructure. It offers a single interface to run AI workloads locally, in a hybrid cloud, or across multiple clouds. UbiOps simplifies AI production, enabling users to deploy models instantly into fully functional AI applications, from LLMs to computer vision and traditional data science models. It provides built-in MLOps and orchestration features, including API management, version control, scaling algorithms, monitoring, auditing, resource prioritization, security, and access management.

Landing AI provides a visual AI platform for building and deploying computer vision models. Landing AI is pioneering the Data-Centric AI movement, enabling companies with limited data sets to realize the business value of AI and scale AI projects from proof-of-concept to full-scale production. Their flagship product, LandingLens, makes computer vision accessible to everyone. LandingAI transforms computer vision with advanced AI and deep learning, powering businesses with AI-driven automation. They offer a Visual AI Platform, including LandingLens, LandingLens on Snowflake, and Agentic Document Extraction, to build and deploy computer vision models, streamline MLOps, enhance model efficiency, and democratize AI implementation.

Data platform to manage datasets, scale collaboration, and accelerate AI/ML with data versioning and workflow automation. Graviti is a data platform designed to accelerate AI and machine learning by providing tools for companies and teams to manage datasets, scale collaboration through data visualization, and implement data versioning using MLflow. It enables the use of unstructured data at scale for analytics and AI, helping users derive value from complex data, unify data teams, and accelerate the ML process. Graviti offers cost-effective and fast data curation, data version control, and workflow automation.

Platform for evaluating, optimizing, and shipping AI agents. Scorecard is a platform designed to help teams build, test, evaluate, optimize, and ship enterprise AI agents, particularly LLM apps. It aims to deliver predictable AI experiences that improve with every update by providing tools for continuous evaluation, performance testing, and prompt management. Scorecard helps users understand how their AI models behave, catch problems early, fix them fast, and ensure AI agents work reliably in production. It addresses common challenges in AI development such as slow feedback cycles and silos between development and production by creating a continuous feedback loop.

A global community for LLM practitioners with resources and discussions. LLMOps.Space is a global community for LLM practitioners and enthusiasts. It features a curated list of LLMOps companies, open-source LLM modules, educational resources, funding news, and much more. The community focuses on content, discussions, and events around deploying LLMs into production.

InteligenAI offers custom AI solutions, consulting, and full-stack AI development for enterprises. InteligenAI is a company that provides custom AI solutions for enterprises. They specialize in full-stack AI development, AI consulting, and AI-enabled SDLC consulting. Their services cover AI model development, MLOps, and application development, offering scalable AI solutions from prototype to full-scale deployment. They help businesses identify AI challenges, design solutions, and modernize their software development lifecycle using AI across various stages.

A platform connecting AI/tech startups with top engineering talent. Cracked Engineers is a platform designed to connect AI and software engineering startups with top-tier technical talent. It provides a curated list of job postings from various AI startups and companies seeking skilled engineers. The platform aims to simplify the hiring process for startups and help engineers find exciting job opportunities in the AI and tech industry.

AI custom software development and consulting, specializing in LLMs, MLOps, and computer vision. deepsense.ai specializes in AI custom software development and AI consulting. They offer enterprise AI solutions, focusing on LLMs, MLOps, computer vision, and AI-powered automation to drive business growth. They provide guidance, strategy, and implementation to help businesses unlock the full potential of AI.

AI-powered ML platform for building and deploying AI Agents with no code. Envole is a collaborative, AI-powered end-to-end ML platform that automatically handles data cleaning, model training, evaluation, deployment, and maintenance of AI/ML applications all in one place. It allows users to transform workflows into AI Agents using plain English with a no-code platform.

MLOps platform as a PostgreSQL extension for building ML models inside the database. PostgresML is a complete MLOps platform implemented as a PostgreSQL extension. It allows users to build fast, simple, and powerful machine learning models directly within their database. It offers GPU-powered Postgres databases for building AI applications, enabling tasks like vector embedding, real-time output generation, and more. PostgresML simplifies the AI stack by integrating various components like vector databases, embedding models, and LLMs into a single system.

Platform for simplified ML model deployment, scaling, and inference via a unified API. WizModel is a platform designed to simplify the deployment and scaling of machine learning models. It provides a unified API for ML inference, allowing users to run models without extensive coding. WizModel offers tools like Cog2 to package models into production-ready containers and automatically generates scalable API servers, handling dependencies, GPU configurations, and scaling. It also allows users to explore and use thousands of pre-existing models shared by the community.

No-code AI vision platform for dataset management, annotation, training, and deployment. Datature is an all-in-one AI vision platform designed to help teams and enterprises build computer vision applications without code. It offers tools for managing datasets, annotating, training, and deploying computer vision models. Datature aims to streamline the entire computer vision pipeline, optimizing workflows and enhancing productivity.

Openlayer is an AI testing and observability platform for ML models and data. Openlayer is a powerful testing and observability platform for ML, designed for enterprises. It enables collaboration on finding and debugging issues in models and data, and committing new versions. Openlayer provides unified AI evaluation, observability, and governance across the AI lifecycle, from ML to LLMs. It supports testing, monitoring, and governing AI systems, ensuring a smooth transition from prototype to production through ongoing testing. Openlayer integrates with Git, offers SDKs, and works with various LLM providers, customizable via CLI and REST API.

Centrox AI provides tailored AI solutions and full-cycle Gen AI development services for businesses. Centrox AI delivers tailored AI solutions to help businesses unlock their potential. From generative AI and chatbots to MLOps and custom models, they provide cutting-edge technology that optimizes operations, drives growth, and empowers businesses to innovate. Centrox AI offers full-cycle Gen AI and custom LLM development services, including custom LLM development, custom chatbot development, fine-tuning & optimization, agentic AI, annotation & labeling, data validation & quality assurance, deployment & scaling, and evaluation. They also provide solutions like Snap & Measure, Real-estate Chatbot, Mental Health Chatbot, and Labeling Dresses with AI. Centrox AI serves industries such as Health, Fintech, Retail, and Real-estate.

AI Infrastructure Platform for managing GPU clusters and streamlining AI/ML workflows. ClearML’s AI Infrastructure Platform unlocks enterprise-scale AI by managing GPU clusters, streamlining AI/ML workflows, and deploying GenAI models. It offers a three-layer solution for a smooth, scalable AI workflow from development to production, featuring an Infrastructure Control Plane, AI Development Center, and GenAI App Engine.

AI and machine learning consulting company providing tailored AI solutions for businesses. Tryolabs is a specialized AI and machine learning solutions company that partners with companies to create business value through their AI journey. They offer services ranging from AI strategy and adoption to building, scaling, and optimizing ML solutions. They focus on areas like data engineering, video analytics, price optimization, and generative AI, serving industries such as e-commerce, insurance, manufacturing, and telecom.

DataRobot provides an AI platform and applications to maximize AI impact and minimize risk. DataRobot delivers the industry-leading AI applications and platform that maximize impact and minimize risk for your business. DataRobot MLOps provides a center of excellence for your production AI. This gives you a single place to deploy, monitor, manage, and govern all your models in production, regardless of how they were created or when and where they were deployed. DataRobot is the leader in Value-Driven AI – a unique and collaborative approach to AI that combines our open AI platform, deep AI expertise and broad use-case implementation to improve how customers run, grow and optimize their business. DataRobot delivers the industry-leading AI applications and platform that maximize impact and minimize risk for your business

Monitoring tool for Data Scientists, integrating monitoring into the development process. HawkFlow.ai is a monitoring tool for Data Scientists that integrates monitoring into the development process, uncovering new insights about models and data. It allows users to monitor any part of their code, infrastructure, or business by tracking run times, detecting anomalies, and sending exceptions. HawkFlow.ai aims to help businesses understand their data, algorithms, models, customers, and business better than ever before.

All-in-one LLM App Platform for building, deploying, and optimizing Generative AI apps. Klu is an all-in-one LLM App Platform designed to help AI Engineers and teams build, deploy, and optimize Generative AI applications. It provides tools for collaborative prompt engineering, automatic evaluation of prompt and model changes, 1-click fine-tuning of models, and seamless integration with various data sources (databases, files, sites) and best-in-class LLMs (Claude, GPT-4, Llama 2, Mistral, Cohere, etc.). Klu aims to enable rapid iteration, understand user preferences, and curate data for custom models, ultimately helping businesses create unique AI experiences and competitive moats.

AI Observability Platform for monitoring, explaining, and analyzing ML model performance in production. Censius is an AI Observability Platform that helps organizations confidently make their machine learning models work in production. It provides a comprehensive ML monitoring solution to proactively monitor entire ML pipelines, detecting and fixing issues like drift, skew, data integrity, and data quality problems. The platform helps teams understand, analyze, and improve the real-world performance of AI models, offering end-to-end visibility of structured and unstructured production models.

AI developer platform for training, fine-tuning, managing, and tracking AI models and applications. Weights & Biases is the leading AI developer platform to train and fine-tune models, manage models from experimentation to production, and track and evaluate GenAI applications powered by LLMs. W&B Prompts is a suite of LLMops tools to dramatically improve prompt engineering workflows and unlock deeper understanding of your LLMs. W&B Weave helps build agentic AI applications.