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Research lab

Applied AI laboratory

Brand-native proofs of concept that demonstrate production AI workflows in the visual language of the product they are built for. The Swarmix AI shell stays calm and Vercel-inspired; the experiments become focused product simulations.

Klarna
Klarna PoC

Klarna Semantic Search

Live

An interactive, natural-language driven shopping assistant prototype powered by vector embeddings and generative AI.

Pay in 4 from $42
Semantic SearchE-CommerceGenerative UI
Open experiment
Kry
Kry PoC

Kry Symptom Triage

Live

Autonomous symptom checking medical agent demonstrating deterministic conversational AI routing and FHIR compliance integration.

Care route2 min
Symptoms
Triage
Clinician
HealthcareAgentic RoutingConversational UI
Open experiment
Sana Labs
Sana Labs PoC

Sana Document RAG

Live

Enterprise knowledge-base ingestion environment simulating complex chunking, embedding, and highly-accurate retrieval generation.

RAGVector SearchKnowledge Base
Open experiment
Lovable
Lovable PoC

Dynamic UI Generator

Live

Frontend system generating responsive React components on-the-fly via structured JSON outputs from large language models.

Generative UIReactLLM JSON
Open experiment
Spotify
Spotify PoC

Spotify Graph Explorer

Live

Force-directed graphical visualization of musical taxonomy and artist similarity spaces, powered by WebGL.

Data VizGraph DBWebGL
Open experiment
Swarmix AI
Internal Tool

Edge Speech-to-Text

Live

Running Whisper strictly in the browser using Transformers.js with WebXR interoperability. Absolute privacy, zero server compute.

Private browser inference
Transformers.jsWebAudio AnalyticsEdge AI
Open experiment