
Purpose built AI for the minds that heal minds.
The AI platform that powers India's top clinics. We empower psychiatrists to give their best to every patient.
Introducing
Contextual Reasoning Engine
The core intelligence layer inside MemAlgo
Not a transcription tool. Any commodity speech-to-text engine can convert speech to text. The Contextual Reasoning Engine resolves raw, ambiguous clinical dialogue into structured, EMR-ready data by understanding intent, context, and cross-visit history simultaneously, performing the cognitive work of an expert medical scribe, in milliseconds.


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Before the visit
Patient Timeline
View complete patient histories across all past visits. The engine integrates data dynamically so you have full context before the encounter.
Sessions
24
PHQ-9 Trend
↓ 8
Moderate → Mild
Adherence
91%
Current medication
Mood Timeline
Last 8 weeksPsychiatry Note
AutoContextual Memory Engine
Recalls past notes and medication changes for context. The engine does not treat each encounter in isolation—every note carries the weight of what came before.
Patient Timeline
6 visitsFollow up: mood review
Dose escalation: Escitalopram 10→15mg
PHQ-9: 9 (Moderate → Mild)
Added Mirtazapine 7.5mg HS
Initial assessment: MDD, GAD
Prior dose Escitalopram 10mg OD retrieved from Visit #5. Patient reported partial response. Dose escalation documented.
During the visit
Live Reasoning Trace
Watch the Contextual Reasoning Engine process every utterance in real time. See exactly what was heard, how it was understood clinically, and the reasoning behind each decision, at millisecond precision.

Live capture
The Scribe app listens to the consultation as it happens. The Contextual Reasoning Engine processes each utterance in real time, building the trace shown below.
"LFT, RFT, fasting sugar, and HbA1c"
Lab Tests Ordered: Liver Function Test, Renal Function Test, Fasting Blood Sugar, Glycated Hemoglobin (HbA1c)
from Visit #2Expanded 4 medical abbreviations using clinical lexicon. Linked HbA1c to existing diabetes risk context from prior visit.
"CAGE questionnaire - na nurse ge tell maadtini"
KanglishScreening Tool: CAGE Questionnaire (AUD screening)
from Visit #2Detected screening tool reference embedded in Kanglish. Mapped CAGE to alcohol use disorder workup pathway.
"mirtaz"
colloquialMedication: Mirtazapine 7.5mg HS
from Visit #2Colloquial shorthand resolved to International Nonproprietary Name. Dose and frequency carried forward from prior visit.
Abbreviation Translation & Auto-Completion
Translates medical shorthand into full terminology. The engine fills in the blanks with smart defaults tailored to your style and maps symptoms against standard clinical guidelines.
Liver Function Test
Hepatotoxic med monitoring
Renal Function Test
Lithium clearance check
Glycated Hemoglobin
Metabolic syndrome screening
Complete Blood Count
Clozapine monitoring
Context-Aware Resolution
LivePsychiatry
LFT → Liver Function Test
Hepatotoxic medication context
Physiotherapy
LFT → Lateral Flexion Test
Musculoskeletal assessment
Dynamic Patient Health Data
Real-time tracking of PHQ-9, GAD-7, and AUDIT scores. The engine auto-extracts actionable insights, symptoms, duration, and severity directly from patient stories.
PHQ-9
5
Severe to Mild
GAD-7
8
Moderate
AUDIT
3
C-SSRS · Suicide Risk Screening
LowWish to die
Ideation
Intent
Plan
Behavior
Safety Plan
AutoCompliance Audit and Note Generation
Before generating a note, the engine audits the consultation against clinical documentation standards. Every critical element is verified and checked off. The note is only produced once the audit is complete.
Audit complete
Generating note in 1s...

After the visit
Linked Evidence
Every AI decision traces back to source evidence. Clinicians can trust and verify notes with complete transparency into AI observability.
Escitalopram 15 mg daily. Mirtazapine 7.5 mg at night.
Fluoxetine 20 mg – used approx. six weeks ago, then switched to current regimen.
Patient reports significant improvement in sleep, now getting 6 to 7 hours of proper sleep compared to previously waking multiple times. Has improved self-reported mood and activity levels.
"getting 6–7 hours of proper sleep compared to previ"
Found 1 mention in the transcript.
After Visit Summary
Converts your clinical note into a clear, patient-friendly After Visit Summary. Diagnosis, medications, what was discussed, and follow-up instructions, shareable in multiple languages via print, email, or WhatsApp.
Diagnosis
Major Depressive Disorder (F33.1), Generalised Anxiety Disorder (F41.1)
Medications
Escitalopram 15mg: once daily in the morning. Mirtazapine 7.5mg: take at bedtime.
What we discussed
Your mood has been improving. We increased your medication slightly. Continue daily walks and journaling.
Follow-up
Return in 4 weeks. Call if symptoms worsen or new side effects appear.
Linked Evidence
Every output traceable to its source
Each element in the AI note links back to its exact source: a moment in the conversation, a field in the EHR, or a clinical guideline. Clinicians can review and verify any output before it is finalised. Nothing is a black box.
- Conversation audio timestamps
- EHR data references
- Clinical guideline citations
- One click to view the source

Multilingual
Multilingual Support
Speak their language. Build real trust.
India's clinics serve patients who are most comfortable in their mother tongue. memalgo.ai automatically generates patient summaries and follow-up instructions in Kannada, Hindi, Tamil, Telugu, and English.
- Kannada: ಕನ್ನಡ
- Hindi: हिन्दी
- Tamil: தமிழ்
- Telugu: తెలుగు
- English: Default fallback always available
ಕನ್ನಡ : Kannada
ನಿಮ್ಮ ರಕ್ತದೊತ್ತಡ ನಿಯಂತ್ರಣದಲ್ಲಿದೆ. ಅಮ್ಲೋಡಿಪಿನ್ 5mg ಪ್ರತಿದಿನ ಬೆಳಿಗ್ಗೆ ತೆಗೆದುಕೊಳ್ಳಿ.
हिन्दी : Hindi
आपका रक्तचाप नियंत्रण में है। अम्लोडिपिन 5mg रोज़ सुबह लें।
தமிழ் : Tamil
உங்கள் இரத்த அழுத்தம் கட்டுப்பாட்டில் உள்ளது.
తెలుగు : Telugu
మీ రక్తపోటు నియంత్రణలో ఉంది. అమ్లోడిపిన్ 5mg తీసుకోండి.
More languages available on request
After Visit Summary
AVS
Medical clarity. Patient confidence.
AVS converts your clinical SOAP note into a clear, jargon-free After Visit Summary tailored to the patient's literacy level and specialty context. Share via WhatsApp or print in seconds.
- Specialty-specific summary templates (20+ specialties)
- Translates medical jargon into plain language
- Medication instructions with timing and dosage
- Follow-up reminders and red flag symptoms
- Shareable via WhatsApp, print, or email
Patient Summary
Your blood pressure is well controlled. Continue taking Amlodipine 5mg every morning with water. Avoid salty foods and stay hydrated.
Medications
Follow-up
Return in 4 weeks for a blood pressure check. If you experience dizziness, swelling, or chest pain, contact the clinic immediately.
20+ specialty templates available