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Anyscale Platform is a unified AI platform built by the creators of Ray, designed for teams that need to scale machine learning workloads from development through production. It targets data scientists, ML engineers, and platform teams who want to move beyond prototyping into reliable, observable, a

ZeoAI is a customer data platform (CDP) marketed by Zeotap as ‘the CDP for the agentic era.’ It is designed for enterprise brands that need to unify customer data and deploy AI-driven decisioning across marketing, sales, and service without being locked into a single model or agent. The platform tar

Celigo Ora is a next-generation AI assistant built directly into the Celigo intelligent automation platform, now in beta as of March 2026. It serves as a natural-language interface that gives both business and technical teams direct control over building, troubleshooting, and managing integrations w

Windward is a Maritime AI platform that fuses fragmented maritime data—such as AIS signals, satellite imagery, and port records—into a single operational picture. It serves energy supermajors, shipowners, mining companies, freight forwarders, port authorities, banks, insurers, and government agencie

LangKit is an open-source Python toolkit, originally developed by WhyLabs, designed to extract observability signals from LLM prompts and responses. It targets developers and researchers who need to quantify text quality, safety, and relevance in prototype or Jupyter Notebook workflows, rather than

CData Embed is the embedded data connectivity layer from CData Software, designed for software vendors and AI platform builders who need to give their AI agents and copilots live, governed access to customer business systems without building brittle custom integrations. It targets product teams ship

KNIME (Konstanz Information Miner) is an open-source data science platform founded in 2008 and headquartered in Zurich, Switzerland. It provides a single environment for end-to-end data work, including ETL, data […]

Innovaccer is a healthcare AI company founded in 2014 and headquartered in San Francisco, California, that provides the Innovaccer Gravity platform, described as the ‘Healthcare Intelligence Platform’ and ‘Agentic Cloud […]

Amazon SageMaker is a fully managed machine learning service that covers the entire ML lifecycle—data preparation, training, tuning, deployment, and monitoring—without requiring you to manage underlying infrastructure. It is designed for data scientists, ML engineers, and DevOps teams who already op

Hive is an AI platform that provides content understanding, moderation, and generation capabilities through a suite of pre-trained models accessible via API. It is designed for trust and safety teams, […]