Core Engine
Sub-millisecond in-process ML, NLP, time series, anomaly detection, and deep learning for the JVM. Zero Python CVE surface, built-in TreeSHAP and KernelSHAP, and a perpetual OEM license for proprietary products.
See Core Engine →
New
SMILE Commercial Licensing — Production Runtime, OEM & Edge Fleet
Machine Intelligence
Machine Intelligence
for the JVM
For embedding modelsCore Engine, <1 ms in-process
For serving at the edgeServe Engine, your machines & network
For building & operatingAgent Studio, bots & polyglot IDE
JavaKotlinScalaPythonONNXSelf-hosted
Serve Engine
Put the model where the decision is. Score tabular models in <2 ms with <5 ms local TreeSHAP explanations in a 0.2 GB micro binary, or serve ONNX and local LLMs on your own servers without AGPL obligations.
See Serve Engine →Agent Studio
The local-first AI agent workspace, 24/7 autonomous Bots, and polyglot IDE. Nine specialist agents, human-in-the-loop draft queues, and zero-code custom agent extensibility. Free to evaluate and bundled with commercial tiers.
See Agent Studio →SMILE now seems to be the go-to general-purpose machine learning library for the Java and Scala worlds.
A broad range of algorithms out of the box — and all you need is Java, or any JVM language.
One of the hidden gems in the Java framework ecosystem today.
Latest
- SMILE 7.1.0 Oct 20, 2026
- SMILE 7.0.0 Oct 12, 2026
- SMILE 6.3.0 Aug 18, 2026
HALO.AI LLCNew York