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 * Become a JFrog Partner >
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 * MLOps
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    * MLSecOps

 * DevOps
    * Artifact Management
    * Tool Consolidation
    * CI/CD

 * DevSecOps
    * Holistic Software Supply Chain Security
    * Curate Open-Source Packages
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The JFrog Platform
Deliver Trusted Software with Speed

The only software supply chain platform to give you end-to-end visibility,
security, and control for automating delivery of trusted releases. Bring
together DevOps, DevSecOps and MLOps teams in a single source of truth.
View Platform
DevOps
JFrog Artifactory
Universal Artifact & ML Model Repository Manager
JFrog Pipelines
Enterprise Grade CI/CD & Workflow Automation
JFrog Distribution
Secure Distribution Across Consumption Points
JFrog Connect
IoT Device Management with DevOps Agility
DevSecOps
JFrog Curation
Seamlessly Curate Software Packages & ML Models
JFrog Security Essentials (Xray)
Integrated SCA for Software & AI Artifacts
JFrog Advanced Security
Supply Chain Exposure Scanning & Impact Analysis
JFrog Runtime
Real-time visibility into runtime vulnerabilities
MLOps
JFrog ML
Build, Train, Secure, Deploy, Serve and Monitor ML Models and GenAI
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Contact Us
1 (800) 986-4316
Start Free
 * Products
   The JFrog Platform
   Deliver Trusted Software with Speed
   
   The only software supply chain platform to give you end-to-end visibility,
   security, and control for automating delivery of trusted releases. Bring
   together DevOps, DevSecOps and MLOps teams in a single source of truth.
   View Platform
    * DevOps
      
      
      
      * JFrog Artifactory
        Universal Artifact & ML Model Repository Manager
      * JFrog Pipelines
        Enterprise Grade CI/CD & Workflow Automation
      * JFrog Distribution
        Secure Distribution Across Consumption Points
      * JFrog Connect
        IoT Device Management with DevOps Agility
    * DevSecOps
      
      
      
      * JFrog Curation
        Seamlessly Curate Software Packages & ML Models
      * JFrog Security Essentials (Xray)
        Integrated SCA for Software & AI Artifacts
      * JFrog Advanced Security
        Supply Chain Exposure Scanning & Impact Analysis
      * JFrog Runtime
        Real-time visibility into runtime vulnerabilities
    * MLOps
      
      
      
      * JFrog ML
        Build, Train, Secure, Deploy, Serve and Monitor ML Models and GenAI

 * Solutions
    * Use Case
      * Cloud Solutions
        * Hybrid Cloud Adoption
      * MLOps
        * AI/ML Development and Deployment
        * MLSecOps
      * DevOps
        * Artifact Management
        * Tool Consolidation
        * CI/CD
      * DevSecOps
        * Holistic Software Supply Chain Security
        * Curate Open-Source Packages
        * Source Code Scanning (SAST)
        * Software Composition Analysis (SCA)
        * Secrets Detection
        * Infrastructure as Code (IaC) Security
      * Device/IoT
        * Connected Device Management
    * Integrations
      * GitHub
      * Nvidia
      * Docker
      * Maven
      * See all integrations
    * Industry
      * Financial Services
      * Public Sector
      * Technology
      * Healthcare
      * Gaming
      * Automotive
    * 

 * Pricing
 * Developers
    * * Community
      * Documentation
      * Integrations
      * Applications
    * 

 * Resources
    * Learning & Guides
      * JFrog Help Center
      * Security Research
      * JFrog Academy
      * Events
      * Webinars & Workshops
      * DevOps Consulting Services
      * DevOps Certification
      * State of Union Report
      * What are DevOps Tools?
    * Collateral
      * Resource Center
      * JFrog Blog
      * Customer Stories
    * Customer Zone
      * Support
        Customer support, tickets and community
      * Manage & Troubleshoot
        Renew, retrieve licenses, legal and more
      * MyJFrog
        Cloud customer portal
      * Cloud Status
        Service status & event subscription
      * JFrog Trust
        How we protect you & your data
    * 

 * Partners
    * * Become a JFrog Partner
      * Find a JFrog Partner
      * Get Help
    * 




DELIVER TRUSTED AI
APPLICATIONS AT SPEED

Go from idea to production with the all-in-one solution to
build, deploy, manage and monitor all your AI workflows, from
GenAI and LLMs to classic ML.
Book a Demo



WHAT IS JFROG ML?

JFrog ML brings together the tools, integrations, environments, and out-of-the
box approach needed for successful AI/ML development.

Empower your Data Scientists, ML Engineers, and AI Developers to easily and
reliably take AI and ML services to production by bringing DevOps best practices
to AI/ML.

 * Model training, deployment, and monitoring
 * Fine-tune models or build from scratch
 * LLM applications and prompt engineering
 * Feature lifecycle management

Book a Demo



A UNIFIED AI SOLUTION FOR EVERY NEED

MLOps
LLMOps
Feature Store
MLOps
Train and Deploy Any Model
 * Manage every model from research to production
 * Train and fine tune models with one click
 * Deploy at any scale, from live API endpoints to Kafka streams
 * Real-time monitoring and alerts

Learn More on JFrog ML

LLMOps
Develop LLM Applications
 * Manage prompts and track versions
 * Deploy JFrog optimized open-source LLMS
 * Create and visualize complex LLM workflows
 * Trace everything in one place for simple debugging
 * Monitor LLMs in production for optimal performance
 * Store and manage embedding vectors at scale

Learn More on JFrog ML

Feature Store
Transform Your Data
 * Manage every feature for training and inference
 * Ingest and process data from any source
 * Build robust feature engineering pipelines

Learn More on JFrog ML



YOUR ENTIRE AI/ML LIFECYCLE IN A
SINGLE PLATFORM

Scale your AI/ML workflows with ease, eliminating the hassle
of managing multiple tools and systems for your AI
deployments.




EMPOWER DEVELOPERS AND BUILD AI/
ML YOU CAN TRUST

Bring AI development into your existing secure SDLC without
hurting productivity. JFrog ML as part of the JFrog Platform
bridges AI/ML and DevSecOps in the most developer friendly
way.




SIMPLIFY FEATURE ENGINEERING AND
DATA PIPELINES

Remove the complexity of scalable feature engineering with
JFrog ML’s built-in Feature Store. Gone are the days where
you need high data loads to constantly update features and
efficiently manage and scale data operations.




BRING EVERY AI STAKEHOLDER
TOGETHER IN ONE PLACE

A unified solution for DevOps, Security, ML Engineers, Data
Scientists, Product Managers, and AI practitioners to work on
and support every AI project in perfect sync.




UNIVERSAL MODEL DEPLOYMENT

Deploy and fine-tune any model, including embeddings and LLMs
at scale with one click. Serve AI/ML services as API endpoints,
execute batch inference, and perform A/B tests.




MULTI-CLOUD: OUR CLOUD OR YOURS

JFrog ML offers native support for AWS and GCP, allowing you to deploy either on
our platform or your own infrastructure for a streamlined flow.
Speak to an Expert

Ecosystem Freedom,
Not Lock-in
JFrog ML seamlessly integrates with all stages of the model lifecycle, from idea
to production.



GET STARTED WITH JFROG TODAY

Access JFrog ML to see how the best ML engineering and data science teams deploy
models in production. Say goodbye to complex MLOps and start delivering today. 

Book a Demo

Products
 * Artifactory
 * Xray
 * Curation
 * Pipelines
 * Distribution
 * Container Registry
 * Connect
 * JFrog ML

 * JFrog Platform

 * Start Free

Resources
 * Blog
 * Security Research
 * Events
 * Integrations
 * JFrog Help Center
 * Software Supply Chain Topics
 * Open Source
 * JFrog Trust
 * Compare JFrog

Company
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 * 日本語
 * 简体中文

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Discover More
 * What is a Software Supply Chain?
 * Software Distribution Solution
 * What is Zero-Day Vulnerability?

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