H2O.ai Overview
H2O.ai provides an end-to-end enterprise AI platform that delivers secure, autonomous AI agents and predictive analytics. It helps organizations move from AI pilots to production using their models and private data, supporting air-gapped, on-premises, or cloud VPC deployments. Trusted by highly regulated industries, H2O.ai empowers businesses to transform data into secure, autonomous agents today.
H2O.ai Key Features
- Enterprise Generative AI (GenAI) Platform: Leverage h2oGPTe for multi-model support, cost controls, and seamless app integrations, converging generative and predictive AI for LLMs and SLMs.
- No-Code LLM and SLM Training & Fine-tuning: Utilize H2O LLM Studio to efficiently train and fine-tune enterprise-ready large and small language models on your private data without writing code.
- Automated Machine Learning (AutoML) with Explainability: Accelerate model development with H2O Driverless AI, offering automatic feature engineering and clear model explanations.
- No-Code Deep Learning for Diverse Data: Train image, text, and time-series models using H2O Hydrogen Torch's prebuilt templates, simplifying complex deep learning tasks.
- End-to-End MLOps: Manage the complete machine learning lifecycle, from training to production deployment and monitoring, with H2O MLOps.
- Custom AI App Development with Low-Code: Build powerful, tailored AI applications using Python and minimal code with the H2O Wave framework.
- AI-Powered Data Labeling: Accelerate data annotation processes with Label Genie's smart suggestions, ensuring faster and more accurate labeling.
- Centralized Feature Store: Establish a centralized and shareable repository for features with H2O Feature Store, enabling scalable feature engineering across teams.
- Open-Source Distributed Machine Learning: Access H2O-3, a powerful open-source platform for distributed machine learning with support for Python, R, and Spark.
- Domain-Specific Vertical Agents and Digital Assistants: Create powerful, autonomous agents to automate work at scale and digital assistants for generating trusted, situation-specific content on your private data.
- Robust AI Safety, Governance, and Risk Monitoring: Ensure compliance and user confidence with H2O MRM and Eval Studio, providing automated testing, human-calibrated evaluations, and real-time risk monitoring.
- Secure, Sovereign AI Deployments: Deploy AI solutions securely in air-gapped, on-premises, or cloud VPC environments with no data sharing or model exfiltration, adhering to strict security standards like FedRAMP.
- Seamless Enterprise Integration: Easily integrate agentic AI search and task agents into existing workflows via APIs, connecting with tools like Google Drive, SharePoint, Slack, and Teams.
