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Clarifai AI PlatformClarifai

Clarifai AI Platform is an enterprise-grade, full-lifecycle platform for building, testing, and deploying production AI models and applications at scale.

Product details

Clarifai provides a unified, full lifecycle platform designed to accelerate enterprise-grade production AI for the most demanding tasks. It offers everything needed to build, test, and deploy AI, including capabilities to store and search vectors and inputs, auto-label data, fine-tune models, and deploy and iterate. The platform is built with open, reusable building blocks that enable a diverse portfolio of machine learning products and services to work seamlessly together, facilitating AI at scale across various industries. Key components include AI Lake™ for managing all AI assets, Spacetime for vector and input search, Enlight for fine-tuning models, Armada for production-scale model deployment, and Extend for deploying Streamlit UIs. Clarifai also streamlines the development and deployment of machine learning models by enabling the utilization of foundation models and offering automation-first flows for high-quality training data through its Scribe data labeling module. The platform supports centralized and secure AI operations, allowing enterprises to efficiently organize, share, and reuse all AI resources with robust access control. It offers flexible deployment options across any cloud (AWS, Azure, Google Cloud), bare-metal with air-gapped options, and on the edge with Flare for edge deployments.

Features & Benefits

  • Unified AI Lifecycle Platform
    • Provides an integrated, full lifecycle platform for building, testing, and deploying production-grade AI, offering open and reusable building blocks for comprehensive AI development.
  • Core AI Modules
  • AI Lake™:
    • Serves as the central reference for all AI assets, enabling storage and search of vectors and inputs, automatic data labeling, and tracking of lineage and versioning.
  • Spacetime:
    • Facilitates efficient searching of vectors and inputs within the platform.
  • Enlight:
    • Allows users to fine-tune any open-source or third-party AI model.
  • Armada:
    • Enables immediate deployment of AI models at production scale.
  • Extend:
    • Supports the deployment of Streamlit UIs on top of Clarifai's Portal.
  • Automated Data Labeling (Scribe)
    • Automates data labeling processes with automation-first flows to generate high-quality training data.
    • Auto-labeling upon data ingestion
    • Scalability for labeling projects of any size
    • Labeling and reviewer UIs to maximize annotation quality and quantity
  • Centralized & Secure AI Management
    • Enables efficient organization, sharing, and reuse of all AI resources across the enterprise, providing access control and supporting the utilization of foundation models.
  • Flexible Deployment Options
    • Offers diverse deployment combinations, including any cloud environment (AWS, Azure, Google Cloud), bare-metal with air-gapped options, and edge deployments.
  • Flare:
    • Provides additional tools and features specifically designed for deploying AI to edge devices.
  • Pre-built AI Solutions & Use Cases
    • Supports various applications such as Document Question Answering (answering questions based on customizable contexts), Semantic Search (using AI to search unstructured data), Metadata Generation (auto-generating metadata from unstructured data), Face Recognition (identifying people, authenticating, detecting deepfakes, gauging emotion or demographics), and Content Moderation (automating the content moderation loop).
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