Efficient general-purpose AI
at every scale.
Companies buy outcomes. Pick yours — each door leads to a working solution flagship you can touch in under a minute, running fine-tuned Liquid Foundation Models on the hardware tier where your problem lives.
Replace frontier-API line items in the hot path
Ship AI where the cloud can't reach
Turn your data into owned specialist models
The scale spine
One model family, efficient at every deployment point.
On-device AI assistant
The only viable on-device multimodal stack — vision + audio, no cloud.
Voice cockpit demoSearch-as-a-Service
Every query understood, expanded, rescued — efficient edge retrieval, no cloud round-trip.
Pipeline flagshipOrchestration & workflow
Constrained heads + tool use + multi-step pipelines, every tool call pre-flight-gated.
Pipeline flagshipVertical foundation models
Encoder → frozen backbone → LoRA → heads: adaptation as a product.
Recipe + recorded runsRecommendation systems
Sub-20ms embeddings + constrained decoding over a trie — semantic-ID retrieval.
Pattern page (flagship in build)Reference patterns
Multi-head classifiers, ColBERT retrieval, constrained decoding, encoder-on-backbone, the LEAP loop — the recipes behind the flagships, with code links and honest rough edges.
The full catalogBrowse every demo
Every demo on the platform, organized by what the model does — nothing deleted.
Your industryBrowse by industry
Payments, healthcare, e-commerce, cybersecurity and more — curated demo experiences for how these problems show up in your vertical.
Ready to experience Liquid AI?