Developers
preview
Meet the AI agent for building edge AI, start to finish.
Help us shape the AI agent that transforms your machine learning models into high-performance edge AI for any device.
latent agent
See Latent Agent make edge AI development 100x faster and easier
Use plain language with Latent Agent to plan, select, and optimize models for edge devices.
Latent Agent works with you to shape your AI solution, clarifying your app’s goals, inference needs, and target hardware.
Latent Agent taps into a massive 2TB of model-hardware telemetry and benchmarking data to help you pick the ideal model for your AI-enabled solution and target hardware. Easily test different model-hardware combos to find what works best for you.
Latent Agent streamlines hardware-specific tuning to maximize performance on your edge devices, eliminating the need for specialized expertise. Compilation is securely handled in Latent AI’s private cloud for a seamless process.
Latent Agent uses cutting-edge generative AI to enhance your customer experience by sifting through our documentation to provide accurate, reliable answers to your questions—no guesswork, just the facts!
developer Benefits
Why do I need an AI agent to build edge AI?
Test fast, launch faster
Accelerate your development processes to deploy models to the edge in hours, not days. Prototype on multiple devices—then push to production with zero rework.
Compile once, deploy anywhere
Compile once and run across any edge device—any chip, OS, or form factor.
Smart model monitoring
Autonomously detect performance drops or data drift, then trigger fast, reliable retraining using a trusted pipeline.
(coming soon)
what to expect
Explore the only full life cycle AI agent for edge deployment
Just talk to it
Chat in plain language and let Latent Agent guide your development workflow, making ML coding tasks easy and approachable.
Review the docs
Check out the Get Started Guide to familiarize yourself with what Latent Agent can do.
Join the Discord community
Get help when you need it and share your feedback to help us perfect Latent Agent
With Latent Agent You Can
Inside the preview: What you can do
Select a tailored vision model
Select a vision model the agent recommends, tailored to your needs and use case, powered by Latent AI’s unique benchmark data.
Import models easily
Import pre-trained models from Hugging Face or add your custom models.
Optimize for edge devices
Let the agent optimize models for your target edge devices with Latent AI’s advanced compiler.
Deploy with ease
Deploy models easily to edge devices or the cloud with the agent’s guidance and Latent AI’s efficient runtime.
Build and test prototypes
Rapidly build and test prototypes with the agent to validate your ideas effectively.
pricing
Start building edge AI today
public
Free
No credit card needed
Data and Models are public
What’s included:
- Agent plugin with conversational interface
- Agent-based model suggestion
- Bring your own pre-trained edge model or a supported open source (Hugging Face)
- Compile in the cloud, deploy to local edge hardware (up to 2 models)
- Troubleshooting agent (RAG-based)
- Support (Discord Community Only)
premium
$99 Free
Per month, per developer, billed monthly/annually
Data and models are private
Everything in the Public Plan, plus:
- Compile in the cloud, deploy to local edge hardware (unlimited)
- Workspace folders
- Agent-based on-prem model training and compilation
- Access to a third-party data marketplace
- Assisted data labeling (limited label set)
- Expanded model-hardware support
- Troubleshooting agent (RAG-based)
- Professional services (Optional)
enterprise
Custom Pricing
Per month, per developer, billed monthly/annually
Data and models are private
Everything in the Premium Plan, plus:
- Bring your own large language model
- Compile in the cloud, deploy to local edge hardware (custom pipeline integration)
- Agent-directed security configuration (encryption and watermarking)
- Agent-based monitoring, drift detection with a dashboard
- Model hot-swapping (offline)
- Troubleshooting agent (RAG-based) (unlimited with an SLA)
- Support (Discord community, 24/7 Dedicated Support)
- Professional Services
related resources
Discover how Latent Agent helps you build and optimize tailored AI solutions.
FAQ
Frequently Asked Questions
Learn how Latent Agent enables developers to focus on quickly building production-ready edge AI.
What is Latent Agent?
Latent Agent is the only agentic edge AI platform for developing edge AI end-to-end. Built on top of our proven Latent AI Efficient Inference Platform (LEIP), Latent Agent creates high-performance AI and offers self-healing features that detect drift, trigger retraining, and optimize solutions.
How will an agent help me build and deploy AI models?
You can assign tasks to Latent Agent in plain language. It automates the MLOps heavy lifting of selecting a model for your use case, training the model to your data, compiling and optimizing the model and generating code necessary to run the model in your target hardware. Latent Agent, significantly cutting the time it takes to go from concept to deployment.
What do I need to install to use Latent Agent?
Getting set up is easy! Just install the Runtime Agent using Roo code in VSCode. Check out the full installation guide here for all the details!
What models does Latent Agent support?
Latent AI supports computer vision models and most transformer models. You can import open source models from Hugging Face or bring your own. You can ingest models from popular frameworks: ONNX, PyTorch, TensorFlow, TensorFlow Lite, and Keras.
Does Latent Agent support deployment to Cloud?
Yes. You can choose to deploy directly to an edge device or on your Cloud. Fine-tuning, compilation, and model training happen on Latent AI’s secure private cloud.
What edge hardware targets does Latent Agent support?
Latent AI supports various edge platforms, including NVIDIA Jetson Orin and Xavier, Android Snapdragon, CUDA, ARM, and x86 running Linux.