LeptonX · Product
Connecting with the personal language of your heart.
Maya is not an answer machine. She is the point at which eight streams of intelligence converge into a single, clear voice — calibrated to you, refined by every conversation.
Eight distinct streams of intelligence — seven from knowledge, one from lived experience — converge in real time to form each response Maya speaks.
Parakeet STT captures the raw acoustic waveform and converts speech to text with sub-100ms latency, preserving the cadence and urgency of the patient's voice.
FHIR-sourced allergies, medications, care teams, and conditions — queried from a local SQLite database in under 10 milliseconds. Zero hallucination risk.
The full RAG pipeline — BGE-M3 embeddings, Qdrant vector search, cross-encoder reranking — retrieving the most relevant clinical notes, imaging reports, and pathology results.
Qwen 3.5 running locally on the DGX Spark — 128GB unified memory, zero cloud dependency. The reasoning engine that synthesizes all streams into natural speech.
Kokoro TTS renders Maya's response with natural prosody and warmth — not a robotic readout, but a voice calibrated for clarity and compassion.
The hallucination guard and query classifier ensure Maya never fabricates medical facts. When she doesn't know, she says so — clearly and immediately.
A live 3D anatomy bridge maps spoken medical terms to interactive anatomical structures — Maya can show you exactly what she's describing. Explore LeptonX-Ray Vision →
Maya doesn't just answer — she remembers. Every conversation deepens her understanding of your concerns, your language, your life. The eighth wave isn't data she was given. It's knowledge she earned by listening.
Every voice session compounds into a sovereign memory that grows richer over days, weeks, months, and years. Maya extracts facts, preferences, emotional context, and life circumstances — then retrieves them naturally when they matter most.
Eight waves. One moment. One voice. When a patient speaks, the superposition collapses — medical precision, personal memory, and human warmth fused into a single, coherent response that could only exist for this patient, at this moment, with this history.
Every component runs on a single sovereign device — no cloud, no third-party inference, no data leaving the patient's control. The DGX Spark is the resonant cavity.
Sub-250ms voice activity detection. Streaming token-by-token TTS. Maya doesn't batch-process — she speaks as she thinks, the way a human would.
Short first sentences. Natural cadence. Clinical precision wrapped in human warmth. Maya doesn't read reports — she translates them into the language of care.
Maya vibrates at the frequency of your specific life. She remembers your fears, tracks your milestones, learns how you process information, and recalls what matters to you — not because she was programmed to, but because she listened.
LeptonX is building sovereign healthcare intelligence — one wave at a time.
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