Intelligence where care begins - the conversation
Enterprise AI trusted across behavioral health to support clinicians, care teams, and the patients they serve.
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Introducing
Chart Reasoning Engine
The core intelligence layer inside MemAlgo AI Trace
Not a transcription tool. Any commodity ASR can convert speech to text. The CRE 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.
TryTryMemAlgoMemAlgoonce,once,andandyou'llyou'llwonderwonderhowhowyouyoueverevermanagedmanagedwithoutwithoutit.it.
EHR Context
Contextual awareness beyond the conversation with dynamically integrated data from previous patient encounters, health system-specific guidelines, and clinician preferences.
Sessions
24
PHQ-9 Trend
↓ 8
Moderate → Mild
Adherence
91%
Current medication
Mood Timeline
Last 8 weeksPsychiatry Note
AutoLinked Evidence
Every AI-generated output is traceable back to its source - conversation audio, EHR data, or clinical guidelines - so clinicians can trust and verify notes with full transparency.
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 6–7 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.
AI Trace
Full auditability of every AI decision. Trace how each clinical note element was derived, from raw input through reasoning steps to final output, ensuring compliance and accountability.
"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.
Mental Health
Purpose-built AI screening and assessment tools for behavioral health, seamlessly integrated into clinical workflows.
PHQ-9
5
↓ Severe → Mild
GAD-7
8
Moderate
AUDIT
3
C-SSRS · Suicide Risk Screening
LowWish to die
Ideation
Intent
Plan
Behavior
Safety Plan
AutoMedical Abbreviation Expansion
The engine maintains a continuously updated clinical lexicon that maps shorthand abbreviations to their full clinical equivalents. This is not a simple lookup table - it is context-aware, meaning the engine understands that "LFT" in a psychiatric consultation with a patient on hepatotoxic medication means something different from "LFT" in a general medicine context.
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
Cross-Visit Memory & Longitudinal Context
The engine does not treat each encounter in isolation. It maintains a temporal patient model - a structured representation of the patient's clinical history - that it actively references during reasoning.
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.
Realtime Audit Compliance
The engine automatically monitors the consultation in real time for language that satisfies documentation and compliance criteria, ensuring every note meets regulatory standards before it's finalized.
Audit complete
Generating note in 1s...
After Visit Summary
Automatically generates patient-friendly visit summaries in any regional language, ready to print, copy, or email. Patients leave every appointment with a clear, understandable record of what was discussed, prescribed, and planned.
Diagnosis
Major Depressive Disorder (F33.1), Generalized Anxiety Disorder (F41.1)
Medications
Escitalopram 15mg - take 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.
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.
+10 more languages readily available
After Visit Summary
AVS
Medical clarity. Patient confidence.
AVS converts your clinical SOAP note into a warm, 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