# The Production AI Platform ## Everything you need to build, test and deploy Production AI [Start for free](/content/signup?utm_source=clarifai_home&utm_medium=direct&/index.html) ## 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 - Governance & Control - Data Lifecycle - Model Lifecycle - Infrastructure - **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 [Learn more](/content/products/scribe-data-labeling-platform/index.html) ## 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 [Learn more](/content/products/spacetime-ai-search-engine/index.html) ## 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 [Learn more](/content/products/enlight-model-training/index.html) ## 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 [Learn more](/content/products/armada-ml-prediction/index.html) ## 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 [Learn more](/content/products/mesh-workflows/index.html) ## 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 [Learn more](/content/products/modules/index.html) ## 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 [Learn more](https://docs.clarifai.com/api-guide/data/collectors/) - **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. - Store and analyze massive volumes of data objects - Automatically index your data with AI - Track lineage and versioning of all your AI assets [Learn more](/content/products/ai-lake/index.html) ## Flexible deployment options ###### Clarifai offers any combination of deployment options. The platform can be deployed on any cloud (AWS, Azure, Google Cloud), on bare-metal with air-gapped options, and on the edge. ##### Multi-cloud ##### Bare-metal ##### IoT + Mobile ### Deploy AI to edge devices with Flare Take advantage of the complete Clarifai platform plus additional tools and features designed for edge deployments. [Learn more](/content/products/flare-edge-ai-computing/index.html) ## Operationalize a large number of custom AI models ##### Document question answering Answer questions based on customizable contexts. [Learn more](/content/products/platform/index.html) ##### Semantic search Use AI to search inside your unstructured data. [Learn more](/content/use-cases/visual-search/index.html) ##### Metadata generation Auto-generate metadata from your unstructured data. [Learn more](/content/solutions/digital-asset-management/index.html) ##### Face recognition Use faces to identify people, authenticate, detect deepfakes, gauge emotion or demographics. [Learn more](/content/use-cases/facial-recognition/index.html) ##### Content moderation Take the human out of the content moderation loop. [Learn more](/content/solutions/content-moderation/index.html) ##### Video security Generous maternity, paternity and adoption leaves, as well as family medical care leave. [Learn more](/content/use-cases/predictive-maintenance/index.html) ##### Visual inspection Receive a monthly stipend towards your cell phone bill. [Learn more](/content/products/platform/index.html) ## Technology integrations to solve broader use cases ###### Clarifai combines its capabilities with world-class technology partners to enable organizations to solve a broader set of digital transformation challenges.