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
MLflow is an open source platform for debugging, evaluating, monitoring and optimizing LLM applications, agents and machine learning models. For generative AI it provides tracing built on OpenTelemetry, evaluation with built-in metrics and LLM judges, prompt versioning, and an AI Gateway for routing requests and controlling costs. For traditional ML it provides experiment tracking, a model registry and deployment tools. It is licensed under Apache 2.0 and can be self-hosted.
MLRun is an open-source AI orchestration framework for managing ML and generative AI applications across their lifecycle. It automates data preparation, model tuning, customization, validation and optimization of ML models, LLMs and live AI applications over elastic resources. It enables real-time serving and application pipelines with built-in observability, deployable across multi-cloud, hybrid and on-prem environments.
Modal is a cloud platform for running AI workloads written in Python. Its Inference product serves LLMs and other models on GPUs from real-time endpoints to batch jobs, and its Sandboxes run isolated environments for coding agents, reinforcement learning rollouts and untrusted code. Its Training product covers fine-tuning and reinforcement learning on GPUs, and it bills compute per second of use.
MongoDB Atlas is a fully managed cloud database built on the document model. It brings operational data, search, vectors and embeddings, and stream processing into one platform. It runs across AWS, Microsoft Azure and Google Cloud, and can also be self-managed through MongoDB Enterprise Advanced.
Moveworks is an AI assistant platform that lets employees search for information and complete tasks across business applications such as Slack, SharePoint, Confluence and ServiceNow. Its Reasoning Engine plans and carries out multi-step requests, and customers can build specialized AI agents with Tool Studio and the AI Agent Marketplace. The company was created in 2016 and was acquired by ServiceNow in late 2025.
n8n is a workflow automation platform that combines AI capabilities with business process automation. Technical teams build workflows in a visual editor and add custom JavaScript or Python code where needed. It connects to apps and APIs through native integrations, HTTP requests and MCP, and runs as n8n Cloud or self-hosted.
NannyML is an open-source Python library and a commercial cloud product for monitoring machine learning models after deployment. It estimates model performance without ground-truth labels, detects data drift, and links drift alerts to changes in performance. Soda acquired NannyML on 9 June 2025, and its technology is being integrated into Soda's data quality platform.
Neptune is an experiment tracker and metadata store for MLOps, used to log, compare and collaborate on machine learning experiments. It monitors thousands of per-layer metrics such as losses, gradients and activations, and includes a model registry and a query API. OpenAI agreed in December 2025 to acquire Neptune, and the hosted service is set to be phased out by March 2026.
OneReach.ai's Generative Studio X (GSX) is an agentic orchestration platform for building, governing and coordinating AI agents across channels, enterprise systems and AI models. It provides shared context and memory, multi-model orchestration, human-in-the-loop oversight, and traces of agent reasoning and actions. GSX runs in a dedicated private environment hosted in the customer's cloud or managed by OneReach.
The OpenAI Agents SDK is an open-source Python framework, with a separate TypeScript version, for building AI agents. It provides primitives for agents, tools, handoffs, guardrails, session management and tracing, along with realtime and voice agents. The SDK runs inside the customer's own application, where the customer controls deployment, storage and approvals, and it uses the Responses API by default while supporting 100+ other LLMs.
OpenHands is an open-source platform for building and running AI coding agents. It offers a terminal CLI, a web GUI, an SDK, and Agent Canvas, a local workspace that runs Claude Code, Codex, and OpenHands agents. Agents can be triggered from GitHub, Slack, Jira and Linear and run locally, on a VM, or in OpenHands Cloud.
OpenSearch is an open source search and analytics suite licensed under Apache 2.0. It consists of a data store and search engine (OpenSearch), a visualization and user interface (OpenSearch Dashboards), and a server-side data collector (Data Prepper). Plugins extend it with search, analytics, observability, security, and machine learning features, including vector search.
Oracle AI Agent Studio is a design-time environment within Oracle Fusion Cloud Applications for creating, configuring, extending, deploying and managing AI agents. It supports single-agent and multi-agent solutions and can build agents across Fusion CX, HCM, ERP and EPM. It includes a testing framework with trace visualization, A/B comparisons, performance monitoring and agent-level guardrails, plus a marketplace of templates from Oracle and partners.
OutSystems is an agentic systems platform for building, orchestrating and governing AI agents, apps and workflows. It pairs visual, model-driven low-code development with AI assistance across the software lifecycle. The platform supports any coding agent and any LLM, with governance, security and deployment controls built in.
Palantir builds software that helps organizations integrate their data, decisions and operations. Foundry is an enterprise data operating system for integrating datasets, building ontologies and deploying operational analytics applications. AIP is an AI platform for LLM orchestration, agent workflows and governed generative AI deployment on Foundry and Gotham data estates.
Pega (Pegasystems) provides an enterprise platform for AI decisioning and workflow automation. Pega Platform is used to build, run and govern workflows that orchestrate AI agents, people and systems, and Pega Blueprint is an AI workspace for designing applications. The company also sells customer engagement, customer service and sales automation applications, and offers Pega Cloud as a fully managed SaaS service.
Pinecone is a fully managed vector database for AI applications. Writes are searchable within seconds, indexing is automatic, and the service offers dense, sparse and full-text indexes. Its Nexus product compiles enterprise data into governed knowledge that agents query in a single call, and its BYOC option runs Pinecone inside the customer's own cloud account.
Polyaxon is an AI control plane that schedules, runs, debugs, observes, and automates AI/ML workloads, agents, and sandboxes on the customer's own Kubernetes infrastructure. It is built on an Apache 2.0 open-source core and is offered as a managed Polyaxon Cloud or as self-hosted editions. Self-hosted deployments keep data inside the infrastructure the customer controls.
Posit sells open-source data science tools for R and Python as an enterprise platform. Positron is a free code editor for data analysis, and Posit Workbench provides hosted development environments in Positron, RStudio, VS Code and Jupyter. Posit Connect publishes apps, dashboards, APIs and reports, and Posit Package Manager governs R and Python package repositories. IT teams can run these products on their own infrastructure and set access, security and package policies centrally.
PostgreSQL is an open source object-relational database system that uses and extends the SQL language. It has been in active development for nearly 40 years, runs on all major operating systems, and has been ACID-compliant since 2001. Add-ons such as the PostGIS geospatial extender extend its functionality.
Prefect is a workflow orchestration platform for data, ML, and agent pipelines. Teams write workflows as plain Python functions with decorators, and Prefect handles scheduling, retries, state, and logging. The open-source Prefect framework is the engine that Prefect Cloud runs, and hybrid execution lets code run on the customer's own infrastructure.
Prometheus Group provides enterprise asset management software for plants and facilities, used to simplify and enhance maintenance and operations tasks in SAP, Oracle and IBM Maximo. The Prometheus-AI Platform is a modular suite covering planning and scheduling, shutdown and turnaround management, permitting and safety, master data, reporting and capital projects. The company was founded in 1998 and is headquartered in Raleigh, North Carolina.
Pydantic AI is an open-source agent framework from Pydantic Services Inc., the company behind the Pydantic validation library. It builds type-safe agents, and Pydantic Logfire can trace and evaluate those agents in production. Pydantic AI v2 became stable on 23 June 2026 and added a capability primitive, a slimmer core and a separate Pydantic AI Harness package.
Qdrant is an open-source vector search engine written in Rust. It provides similarity search over high-dimensional vectors through a REST and gRPC API, with dense and sparse hybrid search, metadata filters and multivector retrieval. It runs as a managed cloud service, in hybrid or private cloud setups, or at the edge.
Rasa is an agent platform for building customer-facing voice and chat AI agents. Teams build agents in code or in a visual builder, then test them on simulated conversations before release. It can be self-managed on-premises or in a private cloud, or run as a managed service.
Ray Serve is an open-source Python library for building scalable online inference APIs for machine learning models, including LLMs. It supports model composition, model multiplexing, built-in autoscaling, response streaming and dynamic request batching, and works with frameworks such as PyTorch and TensorFlow. It can run on a laptop, in a Docker container, on a managed Ray cluster or on Kubernetes via KubeRay. It is part of the open-source Ray project built by Anyscale.
Redis is a real-time data platform offered as a fully managed cloud service, as on-premises software, and as open source. It supports caching, vector search, streaming, session management and search over structured data. Its AI products include Redis Iris for real-time context for agents and Redis Context Retriever for retrieving relevant data for models.
Relay.app was an AI workflow automation platform for building no-code workflows that include AI steps and human approvals. The service shut down in September 2026, and all accounts, workflows and run history were permanently deleted.
Relevance AI is a platform for building, running and managing AI agents. It includes the runtime, model access, integrations, knowledge, evaluations, tracing and enterprise access controls needed to keep agents in production. Teams use it to build agent workforces for sales, customer success, marketing and HR, and it offers Invent, which drafts agents from plain-language descriptions.
Replit is a platform where people describe an app or website in chat, and its Replit Agent writes, tests, fixes and publishes it. Built-in services include a managed SQL database, authentication, hosting and monitoring. Enterprise plans add SSO/SAML, SCIM, audit logs and private networking.
Retell AI provides a platform for building, testing, deploying and monitoring AI voice agents that answer, qualify and book calls on phone lines. Teams design call flows on a drag-and-drop canvas, run QA on up to 100% of calls, and build custom analytics from post-call metrics. Agents can be deployed for inbound calls, outbound campaigns, web and SMS, and can hand calls to human agents.
Roboflow is a vision AI platform for turning images, videos, and streams into structured data. It covers labeling, dataset management, model training, Workflows that chain models and actions, and deployment to cloud, edge, or self-hosted hardware. Its open source Inference package runs models on NVIDIA Jetson, Raspberry Pi, or GPU servers.
Salesforce is a cloud CRM platform covering sales, customer service, marketing, commerce, analytics and integration. Its products include Sales Cloud, Service Cloud, Marketing Cloud, Commerce Cloud, Data 360, Tableau, MuleSoft, Slack and the Agentforce platform for building and running AI agents. It sells per-user licenses and consumption-based Flex Credits, and also offers low-code and pro-code app development on the Salesforce Platform.
SAS Viya is an AI, analytics and data management platform that combines data management, machine learning, analytics, model deployment and decisioning. SAS Enterprise BI Server supports ad hoc querying, dashboards and interactive visualizations. SAS Visual Analytics, SAS Enterprise Guide and SAS Intelligent Decisioning are also listed as separate products.
Seldon Core 2 is a Kubernetes-native MLOps and LLMOps framework for deploying, scaling and monitoring models in production. It supports real-time pipelines, A/B tests, canary deployments and multi-model serving, and runs on AWS EKS, Azure AKS, Google GKE, OpenShift and on-premise environments. Seldon is now part of TrueFoundry.
Semantic Kernel is an open-source, MIT-licensed SDK from Microsoft for adding AI models to C#, Python, or Java applications. It includes an AI orchestration layer, plugins described with OpenAPI specifications, connectors to AI services, planners, and an agent layer for building agents and multi-agent collaboration. Microsoft has placed it in maintenance mode, with only critical bug and security fixes, and says it is superseded by Microsoft Agent Framework.
ServiceNow provides the Now Platform, a cloud-based platform with built-in AI and machine learning for automating enterprise workflows. Its products are grouped into Technology Workflows, Customer and Industry Workflows, Employee Workflows and Creator Workflows, covering IT service management, IT operations, asset management, customer service, risk management and low-code app development.
Sierra is a conversational AI platform that businesses use to build and run customer service agents across chat, SMS, WhatsApp, email, voice and ChatGPT. Ghostwriter builds and changes agents from plain-language descriptions, uploaded SOPs and transcripts, and Insights provides analytics, experimentation and observability for agent performance. The company is headquartered in San Francisco and was co-founded by Bret Taylor and Clay Bavor.
Sim is an open-source AI workspace where teams build, deploy, and manage AI agents for their organization. It connects 270+ integrations and every major LLM, and governs access, spend, data, and deployment from one place. Agents can be built visually, conversationally, or with code, and run in the customer's own cloud.
SingleStore Helios is a cloud database-as-a-service that runs transactions and analytics in one engine, with SQL, JSON, full-text search and vector search in a single multi-model store. It is MySQL wire-compatible, separates storage from compute, and can connect real-time data to open formats such as Apache Iceberg. The company was founded in 2011 as MemSQL.
Snowflake AI Data Cloud is a fully managed platform for ingesting, processing and analyzing data, and for building and sharing data and AI applications. It covers data engineering, analytics, AI, applications and collaboration, and transactional workloads on one platform. Its agents, CoWork and CoCo, run inside Snowflake's governed security perimeter.
SS&C Blue Prism is an agentic automation platform that pairs robotic process automation with AI agents, orchestration and governance. WorkHQ unifies people, AI agents and digital workers in one environment, with Chorus for orchestration and AI Gateway for AI governance. It is used for processes in regulated and complex enterprise environments.
StackAI is a no-code platform for building and deploying AI agents and workflows in enterprises. Teams build agents with a drag-and-drop builder and can deploy them in a multi-tenant cloud, a virtual private cloud, or on-premise. The platform supports choosing the LLM for each task, feature controls, audit logs, and human review at decision points. Asana agreed to acquire StackAI in 2026.
Supabase is a Postgres development platform that pairs a dedicated Postgres database with authentication, instant REST APIs, edge functions, realtime data sync, file storage, and vector embedding search. Customers can use one service or all of them together. The project is open source and can be self-hosted.
SuperAnnotate is a human data company for frontier AI teams. Its platform supports annotation, evaluation, and reinforcement learning workflows, with multimodal editors, data curation, and project management. It pairs that software with a global network of vetted experts and managed operations.
Taskade is a web platform for building AI apps, AI agents and automated workflows from a single text prompt. Its Taskade Genesis feature generates apps such as CRMs, client portals and dashboards that store data in projects, run AI agents and trigger automations. Apps are hosted by Taskade and can be published for teams or customers.
Tecton is a fully managed, real-time feature platform for machine learning and AI, covering feature transformation through online serving with enterprise SLAs. Features are stored in the customer's cloud account, and a Virtual Private Tecton deployment model is also available. Databricks acquired Tecton in August 2025, and its technology is going into Agent Bricks.
TiDB is a distributed SQL database built for AI agents, running vector search, transactions and analytics in one MySQL-compatible engine with ACID guarantees and elastic scale. It is offered as the managed TiDB Cloud service, as a bring-your-own-cloud deployment, and as open-source software for self-managed use. TiDB Cloud Lake is a separate managed warehouse for analytics and search.