Clinician in consultation with a patient and family.

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.

Contextual Reasoning Engine live output inside MemAlgo
AI Trace dashboard showing clinical conversation processing

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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.

Active

Sessions

24

PHQ-9 Trend

↓ 8

Moderate → Mild

Adherence

91%

Current medication

Mood Timeline

Last 8 weeks
AprJun

Psychiatry Note

Auto
Family Medical History
Past Medical History
Current Medication
Diagnosis

Contextual 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 visits
Jun 2026Now

Follow up: mood review

May 2026

Dose escalation: Escitalopram 10→15mg

Apr 2026

PHQ-9: 9 (Moderate → Mild)

Mar 2026

Added Mirtazapine 7.5mg HS

Jan 2026

Initial assessment: MDD, GAD

Memory Recalled

Prior dose Escitalopram 10mg OD retrieved from Visit #5. Patient reported partial response. Dose escalation documented.

Auto-linkedVisit #5 → Current

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.

Scribe app on the live recording screen during a consultation.

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.

HeardUnderstoodReasoned

"LFT, RFT, fasting sugar, and HbA1c"

Lab Tests Ordered: Liver Function Test, Renal Function Test, Fasting Blood Sugar, Glycated Hemoglobin (HbA1c)

from Visit #2

Expanded 4 medical abbreviations using clinical lexicon. Linked HbA1c to existing diabetes risk context from prior visit.

180ms
98%Show transcript context

"CAGE questionnaire - na nurse ge tell maadtini"

Kanglish

Screening Tool: CAGE Questionnaire (AUD screening)

from Visit #2

Detected screening tool reference embedded in Kanglish. Mapped CAGE to alcohol use disorder workup pathway.

210ms
95%Show transcript context

"mirtaz"

colloquial

Medication: Mirtazapine 7.5mg HS

from Visit #2

Colloquial shorthand resolved to International Nonproprietary Name. Dose and frequency carried forward from prior visit.

140ms
97%Show transcript context

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.

LFT

Liver Function Test

Hepatotoxic med monitoring

99%
RFT

Renal Function Test

Lithium clearance check

98%
HbA1c

Glycated Hemoglobin

Metabolic syndrome screening

97%
CBC

Complete Blood Count

Clozapine monitoring

96%

Context-Aware Resolution

Live

Psychiatry

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

0Low risk12

C-SSRS · Suicide Risk Screening

Low

Wish to die

Ideation

Intent

Plan

Behavior

Safety Plan

Auto
Warning signs identified
Coping strategies listed
Support contacts added
Crisis resources linked

Compliance 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

Quantity & frequency
Duration
Cessation attempts
Risk assessment
Treatment plan

Generating note in 1s...

Generating note...
Clinician in consultation with a patient.

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.

Current Medication

Escitalopram 15 mg daily. Mirtazapine 7.5 mg at night.

Past Medication

Fluoxetine 20 mg – used approx. six weeks ago, then switched to current regimen.

Symptoms

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.

Evidence Found

"getting 6–7 hours of proper sleep compared to previ"

Found 1 mention in the transcript.

View in 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.

After Visit Summary
Auto generated

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.

ENHIKNTATE
Print
Email
Copy

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
Clinician reviewing documented evidence with a patient.

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

Amlodipine 5mgOnce daily, morning
Metformin 500mgTwice daily, with meals
Atorvastatin 10mgOnce daily, bedtime

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