Fine-tuned LFM Demos
Efficient general-purpose AI
at every scale.
Every demo runs a fine-tuned Liquid Foundation Model that is purpose-built for a single task, deployed where it matters: inside API gateways, on critical paths, and in event-driven pipelines. Semantic decisions at middleware speed.
<50ms
Inference
100x
Cheaper
Minutes
to Fine-tune
Quick Try— live inference
Why fine-tuned LFMs win at these tasks
Deterministic I/O
Single-turn, structured output — no multi-turn context needed
Latency-sensitive
Sub-20ms decisions inside API gateways and event streams
High volume
Cost advantage compounds — dramatically cheaper at millions of calls/day
Domain-specific
LEAP fine-tuning beats generic capability in minutes, not months
Privacy-first
On-prem inference — data never leaves your environment
Explore the platform
See What LFMs Can Do
Browse demos by use case or by industry
Use Cases25 demos
Browse by Use Case
Data protection, search intelligence, decision engines, AI safety, and more — organized by what the model does.
Data ProtectionDecision EngineSearchAI SafetyProductPayments
Industries7 solutions
Browse by Industry
Curated demo experiences for your vertical — see how specialist LFMs solve real problems in your industry.
PaymentsE-CommerceHealthcareCybersecurityCustomer Experience
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