Research lab

Applied AI laboratory

8 focused AI proofs of concept with honest runtime states, working fallbacks, and product surfaces you can actually exercise.

PoCs: 8
Routes: 8
Fallbacks: 8

Filter by capability

Klarna PoC

Klarna Semantic Search

Live

Turns an occasion into a shoppable cart with item selection, swaps, imagery, and Klarna-style payment framing.

Deterministic cart fallback when the model is unavailable.

Server API plus graceful mock data

Semantic SearchE-CommerceGenerative UI

Open experiment

Kry PoC

Kry Symptom Triage

Live

Indexes a local patient record, shows the retrieved context, and drafts patient-safe triage guidance.

Record retrieval runs in the browser before synthesis.

Browser RAG plus synthesis fallback

HealthcareAgentic RoutingConversational UI

Open experiment

Sana Labs PoC

Sana Document RAG

Live

Enterprise knowledge ingestion, retrieval, agent reasoning steps, and a live graph of retrieved chunks.

Vector search works with Gemini or deterministic local embeddings.

In-memory RAG with local fallback

RAGVector SearchKnowledge Base

Open experiment

Lovable PoC

Dynamic UI Generator

Live

Runs a generated React preview, captures a deliberate crash, and renders a repaired component.

Deterministic recovery patch when LLM repair is unavailable.

Runtime boundary plus repair API

Generative UIReactLLM JSON

Open experiment

Spotify PoC

Spotify Vibe Playlist

Live

Creates a five-track mood playlist, enriches it with artwork, and plays available preview audio.

Curated deterministic playlists when generation is unavailable.

Server API plus public preview metadata

Playlist AIAudio PreviewMetadata

Open experiment

Internal Tool

Edge Speech-to-Text

Live

Browser-side Whisper dictation with local transcript formatting, action extraction, and history.

Transcript cleanup and history stay in the browser.

Browser inference with WASM fallback

Transformers.jsWebAudioEdge AI

Open experiment

Loop it PoC

Loop it Loop Studio

Live

A compact agent-loop workbench for turning open-ended coding work into bounded prompts with checks, budgets, and stop conditions.

Prompt plans stay bounded with explicit checks, budgets, and stop conditions.

Local prompt design workspace with curated loop templates

Agentic RoutingDeveloper ToolsWorkflow Design

Open experiment

ARCH PoC

ARCH Context Architect

Live

Guided architecture interview that turns loose product ideas into executable context folders for coding agents.

One confirmed decision updates the context-folder contract before the next question.

Local skill flow with deterministic context preview

Developer ToolsContext EngineeringAgent Handoff

Open experiment