Can Moon AI run on-prem or air-gapped?

Yes. Deployments include physical on-prem and sovereign cloud with tenant isolation, audit logs, and policy-enforced egress controls.

How does Moonworks reduce AI costs?

We tailor models to specific functions—like Finance, HR, or Legal—cutting unnecessary capabilities to reduce cost by 5×-10× while meeting performance and compliance needs.

What is CAT Pretraining?

CAT Pretraining is Moonworks’ training approach designed for compute efficiency and strong downstream performance, enabling smaller, purpose-built models for sovereign deployments.

Moon AI by Moonworks

Lean & agile models for language, vision, and speech—built with Moonworks’ CAT Pretraining, novel architecture, and Forest of Models infrastructure.

Create with Lunara, now on Echoes! A social repository for your art and stories. Join the beta!

Lunara Aesthetic I: Art Hugging Face | Paper
Lunara Aesthetic II: Image Variations Hugging Face | Paper

24K+

HF Downloads

57M+

Images Across All Downloads

63+ TB

Data Distributed

Lunara

Captures the soul of art respectfully and accurately with cultural depth.

Optimized for resource-scarce environments.
Ethically curated data; controllable style transfer and safety rails.
Edge-friendly deployment (on-prem / sovereign cloud).

Model performance

Lunara at the frontier of Artistic Intelligence

Moonworks Lunara Other models

Higher scores are better. Values are shown to three decimal places.

Lunara Gallery

Recent samples rendered by Lunara.

Selenix

Bridges cultures to turn every message into a meaningful connection.

Understands local languages, values, and narratives.
Bias-aware, explainable outputs for high-trust communications.
Adapters for domain terminology and policy alignment.

MoonWave

Turns simple audio into expressive, powerful sound—even on minimal infrastructure.

Customizable voices for assistants, learning, and media.
Low-latency streaming and non-English dialect support.
On-prem speech privacy and security controls.

SFX & BG music

Bengali

Arabic

Deploy AI for what YOU need

You don’t need a massive general AI. If you need an AI for English, Arabic and Bengali, you don’t need it to speak 100 other languages. By packaging an AI that’s specifically tailored to your needs, we cut costs dramatically..

Model API

MoonAI models are available through standard API to serve thousands or millions.

Fast start, low overhead
Scalable for your business model
Forest of models

Dedicated GPU

Reserved performance & predictable latency for steady-state production and regulated teams.

Guaranteed throughput
Compliance-ready isolation
Flexible scaling policies

Physical On-Prem

Deploy inside your datacenter or sovereign facility with full control over data & networking.

Air-gapped options
Co-managed or turnkey
Data never leaves site

Closed-Loop Cloud

Your private cloud with policy-enforced egress controls and continuous governance.

Federated MLOps
Policy/DP/Retention built-in
Scales across sites