AI & ML brands
Every brand SlateIndex tracks, with how AI engines describe, rank and cite it.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 98.8%·next run
Actian VectorAI DB is a vector database for AI workloads that can run in regulated, disconnected, and edge settings. It can be embedded directly inside applications instead of being reached through external pipelines. It supports hybrid queries with a type-safe filter language and Reciprocal Rank Fusion, and can store vectors as Float16 to halve RAM use. Actian's benchmark claim of more than 22x throughput against leading open-source vector databases is vendor-reported.
AgentCore is Amazon Bedrock AgentCore, an agentic platform for building, deploying, and operating AI agents at scale. It works with any agent framework and any foundation model. Its core services include Runtime, Harness, Memory, Gateway, Identity, built-in tools, Observability, Evaluations, and Policy.
Agno is a Python SDK, AgentOS runtime and Control Plane for building, running and managing AI agents. Agents, teams and workflows are written in code and served as a REST API and MCP server. The runtime runs in the customer's own cloud and database, and the SDK and AgentOS are open source.
Altair RapidMiner is a data analytics and AI platform sold as RapidMiner Studio, RapidMiner AI Hub and RapidMiner Go, which can be deployed as part of AI Hub. In October 2025 Altair announced agentic AI, Agent Studio and self-service data preparation for the product. Altair, the product's owner, was acquired by Siemens in March 2025.
Amazon Bedrock is a fully managed, serverless service that gives access to foundation models through a single endpoint. It includes Knowledge Bases for connecting models and agents to data sources, with managed embedding and vector storage, and Guardrails for configurable safeguards such as content filters, denied topics and PII filters. Amazon Bedrock AgentCore is its agent platform, with services for runtime, memory, identity, browser and code interpreter.
Amazon OpenSearch Service is a managed retrieval engine built on OpenSearch for agentic AI, search, and analytics. It combines vector, lexical, and hybrid retrieval in one system, using HNSW and IVF indexing with vector quantization. Customers can run fully managed clusters or the Serverless option, and AWS calls it the recommended vector database for Amazon Bedrock.
Amazon S3 Vectors is a vector storage feature of Amazon S3 that uses a new bucket type called a vector bucket, with dedicated APIs for inserting, querying and managing vectors. It supports cosine and Euclidean distance metrics and is described as scaling to up to 2 billion vectors per index. It is a fully managed, serverless store with no dedicated clusters to run.
Amazon SageMaker AI is a fully managed machine learning service from AWS, formerly named Amazon SageMaker. Studio provides a single web interface for preparing data, training, customizing, and deploying models. It supports real-time and batch inference and includes features such as Experiments, Feature Store, JumpStart, Model Monitor, and Augmented AI.
Anaconda provides a platform for building, securing and running AI. It combines vetted open-source Python packages and curated AI models with AI workspaces, security and guardrail testing, and orchestration. It can be deployed as managed cloud, self-hosted cloud or on-premises, and AI Artifacts are also available for air-gapped networks.
Anyscale is a managed platform built on Ray, the open-source distributed compute framework its creators developed. It runs data processing, distributed training and batch or online inference on GPUs, either hosted by Anyscale or inside the customer's own cloud or on-prem through BYOC.
Apache Airflow is an open-source platform for programmatically authoring, scheduling and monitoring workflows. Workflows are defined as DAGs, and a scheduler runs tasks on an array of workers. It is a project of the Apache Software Foundation under the Apache License 2.0, and it is often used to process real-time data in batches although it is not a streaming system. It runs ML and AI workloads through a growing set of providers.
Aporia is an AI observability platform that lets teams build monitors for biased predictions, unexpected input changes and gradual performance decline. Its guardrails add prompt injection detection, data leakage prevention and customizable AI policies. Coralogix acquired Aporia, and its brand and roadmap are now controlled by Coralogix.
Appian is an AI process automation platform for large enterprises and governments. It orchestrates AI agents, people and systems on a low-code platform that includes process models, a data fabric, RPA and intelligent document processing. Customers use it for complex, document-intensive workflows such as claims, case management, procurement and onboarding.
Arize AX is a managed platform for tracing, evaluating, and improving AI agents and LLM applications in production. Phoenix is its open-source counterpart, which runs locally or self-hosted for tracing, evaluations, and experiments. Signal surfaces recurring issues in production traces, and Alyx is an AI engineering agent that runs evals and debugs agents. Dynatrace completed its acquisition of Arize on October 2, 2026.
Arthur is an AI governance platform for enterprises. It discovers AI agents running on endpoints, in cloud and in private data centers, including unregistered shadow agents, and shows each agent's reasoning steps, tool calls and retrieval. It enforces policies, provides evals and runtime security with anomaly alerting, and tracks token costs by team.
AutoGPT is a cloud platform where users assemble a team of AI Experts for content, sales, research and operations, coordinated by an assistant called Otto. It also includes a visual builder for agents and workflows, and a public marketplace of community-built workflows. The platform's code is open source and can be self-hosted.
Automation Anywhere sells an agentic process automation platform that combines AI, automation and RPA to run enterprise processes. Its Mozart Orchestrator coordinates AI agents, deterministic automations and people. Its products include AI for IT service management, AIOps, automation co-pilot and document automation, alongside RPA software.
Amplify Studio is AWS's low-code visual development tool, launched in December 2021 as an extension of AWS Amplify. It syncs Figma components, generates JavaScript or TypeScript UI code that can be customized in code, and provisions backend services such as Cognito, DynamoDB and S3 through a visual interface. Amazon Honeycode, AWS's earlier no-code app builder, was shut down on February 29, 2024.
Azure AI Search is a cloud search service from Microsoft that provides full-text, vector, and hybrid search over indexed content. It can generate embeddings during indexing or at query time through its indexer pipeline, and it can merge hybrid results with Reciprocal Rank Fusion. It was renamed from Azure Cognitive Search in November 2023 and runs as a dedicated search engine with persistent storage of searchable content.
Bardeen is an AI agent for the browser that performs actions across a user's apps and tabs from a simple prompt. Its products scrape websites, search for leads, enrich contacts with verified details and qualify leads with AI, and results can be exported to CSV, Google Sheets, Airtable or Notion. An enterprise-only Workflow Intelligence Platform observes browser workflows to build custom automation agents.
Baseten is an AI inference platform for deploying open-source, fine-tuned and custom models in production. It runs models on the Baseten Inference Stack across multiple clouds, with dedicated deployments, pre-optimized Model APIs and training. Customers can use Baseten Cloud, self-host in their own VPC, or combine both in a hybrid setup.
BentoML is an open-source framework for building, shipping, and scaling AI applications. It standardizes model packaging, model management, and inference APIs across major ML frameworks. Version 1.4 lets developers call deployed models whether they run on BentoCloud or on the customer's own infrastructure.
Boomi is a single platform that integrates applications, APIs, data, and AI agents. Its AI products include Agentstudio, a no-code platform for building, managing and governing AI agents, and Agent Control Plane for governing agents, models and data. Boomi Connect is a managed MCP service that links AI tools to enterprise systems, and the wider platform covers integration, API management, data management and B2B exchange.
Botpress is an AI agent platform for customer support. Its agents resolve tickets end to end, take actions such as issuing refunds and updating accounts, and hand off to a human with the conversation history attached. It works on top of an existing helpdesk or as a standalone helpdesk called Botpress Desk. Pricing is based on monthly conversations, with no per-seat charge.
C3 AI sells the C3 Agentic AI Platform, an ontology-powered software platform for building, deploying and governing enterprise AI, along with prebuilt applications for reliability, production scheduling and other operational tasks. C3 Code builds applications from natural-language descriptions, and C3 Generative AI answers questions grounded in a customer's own data with cited sources. Its customers include organizations in defense, manufacturing, energy and government.
ChatGPT is a generative AI assistant offered by OpenAI in tiers for businesses, education, healthcare and teachers. ChatGPT Enterprise provides an admin console with domain verification, SSO and usage insights, and OpenAI says it does not train its models on Enterprise business data or conversations.
Chroma is open-source search infrastructure for AI under Apache 2.0, combining vector, sparse, full-text, regex and metadata search in one query interface. Chroma Cloud runs the same codebase as a serverless managed service on object storage, and Bring Your Own Cloud deploys it inside a customer's VPC. Replit has announced it is acquiring Chroma and that Chroma Cloud winds down over 60 days, while open-source ChromaDB continues.
Claude is the AI assistant and agent product from Anthropic, PBC. Claude Enterprise bundles Chat, Claude Code, Claude Cowork and Security under one admin umbrella, with connectors, SSO, SCIM and audit logs. Claude Code is an agentic coding tool that works in the terminal, IDEs, Slack and the web.
Clay is an AI-powered go-to-market platform that combines data from many providers, workflow automation and AI research agents. Teams build GTM plays on a visual canvas using clicks, code or chat, then launch them through integrations with CRM, email and ad tools. Clay also sells access to a data marketplace of 200+ data and AI vendors under one contract.
ClearML's AI Infrastructure Platform manages GPU clusters on-premises, in the cloud or both, with multi-tenancy, role-based access control and usage-based billing. Its AI Development Center provides an IDE and workbench for building, training and testing models, and its GenAI App Engine deploys LLMs onto a customer's clusters with access control and monitoring. The platform is offered as hosted, VPC, on-premises, air-gapped or hybrid deployments, and a self-hosted open source version is available on GitHub.
Vectorize is Cloudflare's vector database, used for semantic search, recommendation, classification, anomaly detection, and supplying context to LLMs. It is a serverless service on Cloudflare's network, queried from Workers or its HTTP API. It is billed per stored and queried vector dimension rather than per server, and index configuration cannot be changed after creation.
Cognigy.AI is an enterprise platform for building, testing, deploying and operating AI agents for customer service across voice and chat. It brings orchestration, evaluation, governance and open architecture into one product. The vendor states it is already running across more than 1,000 brands.
Opik is an open-source platform for observing, testing and optimizing LLM applications and AI agents, with tracing, evaluations and prompt optimization. It includes Ollie, an assistant inside Opik that reviews traces and suggests fixes. Comet also offers an MLOps platform for experiment tracking, model registry and dataset management.
CrateDB is a distributed SQL database for real-time analytics on live operational data. It stores time-series, JSON, full-text, vector, geospatial and relational data in one engine and is queried with standard SQL over the PostgreSQL wire protocol. The core is Apache 2.0 licensed and can run on-prem, at the edge or in any cloud, with a fully managed option on CrateDB Cloud.
CrewAI provides an agent management platform for building, orchestrating, deploying and managing enterprise AI agents and multi-agent workflows. It is built on the open-source, MIT-licensed CrewAI framework and includes CrewAI Studio, a no-code visual builder whose flows can be exported as code. The platform offers managed execution, runtime policy enforcement, human approval for high-risk actions in code-built projects, step-level tracing, RBAC and SSO.
DagsHub is a platform for managing multimodal AI data and models. Teams use it to curate and annotate vision, audio, and LLM datasets, track machine learning experiments with MLflow compatibility, and manage model versions with lineage back to source data. It can run in the cloud or on-premise, including VPC and air-gapped installations on its Enterprise plan.
Dagster is an asset-centric data orchestration platform for building, scheduling and monitoring data pipelines across tools such as dbt, Snowflake and Fivetran. It attaches lineage, freshness and quality signals to each asset so teams can see what broke and what depends on it. The open-source core can be self-hosted, or run as Dagster+ with serverless or hybrid deployment.
Databricks is a unified data and AI platform that runs analytical and operational workloads on one open, governed foundation. It lets organizations build BI and AI applications, stream and analyze data, and run daily operations without copying data between systems. Its products include Lakebase, a serverless Postgres database, Genie for conversational analytics, and Unity Catalog for governance.
Dataiku is an enterprise platform for building, deploying and governing analytics, machine learning and AI agents in one environment. Business experts and IT build AI together, and the platform runs on a customer's existing clouds, data platforms and models. It includes governance features such as approvals, lineage and monitoring across models and agents.
DataRobot's Enterprise AI Suite lets teams build, operate, and govern predictive, generative, and agentic AI. Its AI Platform covers agentic AI, generative AI, predictive AI, AI governance, AI observability, and an AI foundation layer. Agentic AI Apps provide custom and prebuilt agent applications for functions such as supply chain, customer service, and financial planning.
Astra DB is a NoSQL database built on Apache Cassandra that adds vector search for generative AI applications. It handles tabular, search and graph data and is offered as a cloud database service. The Hyper-converged Database (HCD) provides similar capabilities for on-premises or private cloud deployments.
Determined AI's open-source platform trains deep learning models, with distributed training, hyperparameter tuning, experiment tracking and resource management, and it works with PyTorch and TensorFlow. It is built as a Python library with a command-line interface and a web UI, and it can run on-premises or in the cloud via Docker or Helm charts on Kubernetes. Hewlett Packard Enterprise acquired Determined AI in 2021 and rebranded the platform as the HPE Machine Learning Development Environment.
Dify is a platform for building, testing and deploying AI agents, workflows and knowledge pipelines on one visual canvas. Teams can publish the same logic as a hosted app, an API endpoint, an embed or an MCP-compatible tool. It can run on Dify Cloud, in a customer's VPC, or self-hosted with Docker or Kubernetes.
Domino is an enterprise AI platform for building, deploying and governing machine learning models, GenAI applications and agents. It gives data scientists self-service access to IDEs, enterprise data and CPU or GPU compute, with a governed model registry, automatic experiment tracking and audit trails. It can run as single-tenant SaaS or self-managed in a customer's VPC or on-premises.
DVC is an open-source version control system for data science and machine learning projects. It applies a Git-like model to data, models and experiments, and stores version metadata in the Git repository while the data itself sits in cloud storage such as S3, Azure or Google Cloud. Since November 2025 the project has been stewarded by lakeFS, and it remains open source with its own community and website.
Elasticsearch is a distributed, RESTful search and analytics engine built on Apache Lucene. It stores structured and unstructured data and supports full-text, vector and hybrid search, plus real-time analytics. It is the core of the Elastic Stack and underpins Elastic's Search, Observability and Security solutions. It can be run on Elastic Cloud Serverless, Elastic Cloud Hosted, or self-managed.
ElevenAgents lets businesses build and deploy AI voice and chat agents for customer support, sales and more. It includes integrations, workflows, testing, monitoring and reliability for running conversational AI in production at scale. It is powered by ElevenLabs' real-time Text to Speech and Speech to Text models.
Evidently AI makes an open-source Python library under Apache 2.0 for evaluating, testing and monitoring LLM applications, RAG systems, AI agents and ML models. The library includes more than 100 built-in metrics, a testing API and reports, and it can run on the customer's own infrastructure. Evidently Cloud is the hosted version, adding tracing, datasets, synthetic data generation, dashboards and alerts.