Six layers of clinical intelligence. One signed note.
Every note MemAlgo produces rides on a stack built for the clinic, from the first spoken word to the signature at the bottom. Scroll to see what's underneath.
Platform architecture
The stack behind every signed note.
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Built for the consultation room: streaming recognition that holds accuracy through crosstalk, accents, and dense clinical vocabulary.
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Trained on the language of the clinic: psychiatry-first, specialty-domain tuned, and fluent in the languages your patients speak.
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The brain of the platform. Staged reasoning over the whole encounter, grounded in longitudinal patient context.
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Notes, summaries, and instructions read back in a natural clinical voice, at conversational speed, while the patient is still in the room.
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Nothing lands in the chart without receipts: ICD-10/11 coding, E/M levels mapped to CMS frameworks, and medication reconciliation.
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The layer under every layer: encryption in transit and at rest, zero-trust access, sealed tenants, and an audit trail that records every operation.
Illustrative. No internal architecture depicted.
Layer by layer
Every layer is working while you talk
The scribe you see is one surface of a stack built for the clinic. This is what runs under every consultation.
01.
Speech Recognition
Built for the consultation room, not the call center. Streaming recognition that holds accuracy through crosstalk, accents, and dense clinical vocabulary, and always knows who said what.
02.
Domain Models
Models trained on the language of the clinic. Psychiatry-first, specialty-domain tuned, and fluent in the languages your patients actually speak.
03.
Contextual Reasoning
The brain of the platform. Staged reasoning across the entire encounter, grounded in the patient's longitudinal history, so the note reflects the patient and not just the visit.
04.
Speech Synthesis
Clinical text-to-speech at conversational speed. Notes, summaries, and instructions read back in a natural voice while the patient is still in the room.
05.
Evidence & Coding
Nothing lands in the chart without receipts. ICD-10/11 coding, E/M levels mapped to CMS frameworks, and medication reconciliation, with every suggestion traceable to the transcript.
06.
Security Fabric
The layer under every layer. Encryption in transit and at rest, zero-trust access, sealed tenants, and an audit trail that records every operation.
Illustrative. No internal architecture depicted.
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