Clarifai Platform for Production AI

Store and search vectors and inputs. Auto-label data. Fine-tune models. Deploy and iterate.

Clarifai is a unified, full lifecycle platform accelerating enterprise-grade production AI for the most demanding tasks.

Overview
AI Lake ™
Data Preparation
Model Development
Model Inference and Ops

AI Lake™ is the reference for all your AI assets.
Spacetime lets you search vectors and inputs.
Enlight to fine-tune any open source or third-party model.
Armada immediately deploys your models at production scale.
Extend deploys your Streamlit UIs on top of Clarifai's Portal.

AI Lake™: Organize, share, and reuse all your inputs, vector embeddings, datasets, annotations, models, workflows, and modules. One central place for teams to collaborate.

Spacetime Vectors and Search: Create, store, and search vector embeddings and inputs.
Scribe Automated Data Labeling: Automation-first labeling to label data faster and more accurately.

Enlight Training and Evaluation: Easy, customizable UI for training and evaluating models and managing model versions over time.

Armada: Auto-scaling model inference engine for production.
Mesh: Drag-and-drop workflows engine.
Extend: Streamlit UIs for infinite tasks.
Collectors: Production data collection for continuous learning.

Open, reusable building blocks for the full AI lifecycle

Clarifai’s fully integrated AI platform enables a diverse portfolio of machine learning products and services across industries that work seamlessly together to create AI at scale.

Data Labeling

Automate data labeling with Scribe

Automation-first flows for high-quality training data.

Auto-label as you ingest
Scale to labeling projects of any size
Labeling and reviewer UIs maximize quality and quantity of annotations

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Data Management

Manage and search data with Spacetime

Patented search and lifecycle management for inputs and vectors.

Vector similarity, keyword, and metadata search
Rank, filter, and sort your data by human annotations, AI predictions, metadata, and geo-location
Transform searches into datasets

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Model Training

Train & evaluate models with Enlight

Train, evaluate, and manage AI models and model versions at scale.

Use prebuilt models from Clarifai, our community, or upload your own third party models
Train new models with only a few examples in seconds
Maximize model performance by training your own custom embedding

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MLOps

24/7 AI without DevOps with Armada

Scale compute to run your models at production quality cost-effectively.

Adds or removes replicas based on the number of messages and the capacity for each server instance
Optimized runtime to maximize GPU utilization of each model replica
Monitors in-flight requests to each model within the platform for timely processing

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Model Workflow Engine

Easily process complex logic with Mesh

Drag-and-drop interfaces tie models and logical operators together and automate complex workflows.

Express business logic as a computation graph of building blocks that runs as a single API call
Turn predictions made by your AI models into action triggers
Get highly optimized parallel processing of data and workflow nodes with no DevOps

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Streamlit UI Modules

Build custom UI modules with Extend

Streamlit UI modules for popular ML tasks.

Collaborate on reusable UI components across your organization or the broader AI community
Build UIs for colleagues to perform valuable tasks

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Collectors

Automated data collection

Collect real-world prediction data from models using custom criteria.

Isolate data for analysis, labeling, and evaluation
Power continuous learning loops

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Scribe Label
Spacetime Search
Enlight Train
Armada Predict
Mesh Workflows
Extend
Collectors

Centralized and secure AI

Utilize foundation models to streamline the process of developing and deploying machine learning models. Efficiently organize, share, and reuse all your AI resources across your enterprise.

AI Lake™

Accelerate AI adoption and reusability across the enterprise

Enable teams to collaborate more easily and efficiently while providing access control of all your AI models, annotations, datasets, workflows, and UIs.