Ayuline — Clinical Intelligence

📋

Active Cases

—

Not closed

📅

Today's Cases / Appts

0/0

Cases / Appointments

⏰

Follow-ups Due

—

👥

Patients

—

Registered

Today's Cases

Loading...

Pending Follow-ups

Loading...

Recent Cases

Loading...

—

👥

Total Patients

—

All time

🏥

With Active Cases

—

In progress

⏰

Follow-ups Due

—

✨

New This Month

—

Since month start

Patient	ID	Age/Sex	Phone	Last Visit	Status	Action

—

📷Change Photo

—

● Online

—

Personal Information

Professional Information

Account Information

Change Password Sessions on other devices will be logged out

Current password

New password

Confirm new password

Session

Signing out will end your current session on this device.

🏥

Active Cases

—

In progress

🧠

Intake Done

—

Awaiting engine

✓

Finalized

—

Plan approved

⏰

Follow-up Due

—

Needs outcome

Case ID	Patient	Status	Type / Mode	Chief Complaint	Doctor	Age	Actions

📋

All Follow-ups

—

Total in queue

⏰

Overdue

—

Past due date

📌

Due Today

—

Contact today

📆

Upcoming

—

Next 7 days

Patient	Doctor	Due Date	Days	Status	Phone	Action

① Patient

② Intake

③ Interpret

④ Hypotheses

⑤ Plan

⑥ Finalize

Patient & Case Setup

Select Existing Patient

— or create new —

Full Name

Phone

Date of Birth

Sex

Email

City

Case Type

Mode

Runs the full interpretation + plan engines. Recommended for most consultations.

Chief Complaint *

Chief Complaint is required to continue

Intake Tags & Observations

Quick-add by category

Selected tags

📋Observations (optional)

Weight (kg)

Blood Pressure

Pulse

⚠ Red flags present — routes case to doctor review, blocks automated plan generation

Activity Level

How physically active is the patient daily?

Stress Level

Current mental/emotional stress load

Sleep Quality

How well does the patient sleep?

Current Season

Sleep Hours per Night

Water Intake (litres/day)

Meal Frequency

Screen Time per Day

Primary Goal

Digestive Tendency

Primary digestive pattern

Appetite Pattern

Eating Speed

Cooking Spice

Origin

Form

Primary Food Allergy

Secondary Intolerance

Acute Health Concerns

Chronic Health ConcernsMulti-select

Click each that applies. Click again to deselect.

Severity *

Severity is required to continue

Duration (days)

Clinical Notes

Disease Hypotheses & Root Causes

Scoring disease hypotheses…

DISEASE HYPOTHESES

ROOT CAUSES

DOCTOR DIAGNOSIS

— confirm or override engine suggestions

⚖ Engine Alignment100%

How much of the engine output you retained.

Engine Agreement *

Primary Diagnosis * — click × to remove

Diagnoses will appear here

Root Cause Summary — click × to remove

Root causes will appear here after hypotheses load

Doctor Notes — clinical reasoning (optional)

📋

Total Cases

—

📈

Avg Improvement

—

across outcomes

✅

Good Outcomes

—

≥70% improvement

👥

Total Patients

—

Top Conditions Treated

By case count + avg improvement

Loading...

Clinic Performance

Loading...

Doctor Performance

Cases handled and outcomes

Doctor	Role	Total Cases	Finalized	Avg Improvement

Diet Queue

AAHAR cases awaiting your review & finalization

Diet Cases

Loading...

Pending Follow-ups

Loading...

Recent Cases

Loading...

Diet Plans

Finalized AAHAR plans you have approved

📋

Loading diet plans…

Yoga Dashboard

VIHAR cases overview & today's work

📋

Active Cases

—

Not closed

📅

Today's Cases / Appts

0/0

Cases / Appointments

⏰

Follow-ups Due

—

👥

Patients

—

Registered

Today's Cases

Loading...

Pending Follow-ups

Loading...

Recent Cases

Loading...

Yoga Plans

Finalized VIHAR plans you have approved

📋

Loading yoga plans…

My Dashboard

Your drafts & supervisor activity

📝

My Draft Plans

—

Cases in progress

⏳

Pending Supervisor Review

—

Awaiting finalization

✓

Approved This Month

—

Finalized by supervisors

👥

Patients

—

Across all supervisors

My Supervisors

Loading...

Recent Activity

Loading...

My Draft Cases

Loading...

Clinic Dashboard

Team, appointments & leave overview

👥

Practitioners

—

🎓

Interns

—

All domains

🏥

Patients

—

Registered

📋

Cases

—

All statuses

📅

Today's Appts

—

All practitioners

🌴

Pending Leaves

—

Awaiting approval

Today's Appointments

Loading...

Upcoming Leaves

Loading...

Team Overview

Loading...

Team Management

Practitioners, interns & access

Loading...

Appointments Management

Clinic-wide schedule

Loading...

Leave Management

Practitioner leave & availability

Loading...

Intern-Supervisor Mapping

Assign supervisors to interns

📋

Total Interns

—

All domains

✓

Mapped

—

Has supervisor

⚠

Unmapped

—

Needs assignment

Interns

Loading...

Select an intern

👈

Pick an intern on the left to view their supervisor mappings

System Health

API · DB · Engine indexes & KB activity

🌐

API Status

—

🗄️

DB Status

—

⚙️

Engine

—

⏱️

Last Reload

—

Engine Index Stats

Loading...

KB Summary

Loading...

Recent KB Activity

Loading...

From

To

📋

Total Cases

—

in period

👥

New Patients

—

in period

✅

Follow-ups Done

—

completed in period

📈

Avg Improvement

—

across outcomes

Cases by Status

Status	Count	%
Click "Load Reports" to populate

Follow-up Summary

Status	Count
Click "Load Reports" to populate

Recent Outcomes

Patient	Case	Improvement	Adherence	Date
Click "Load Reports" to populate

Cases by Doctor

Doctor	Cases	Finalized	Avg Improvement
Click "Load Reports" to populate

All subscriber tenants on Ayuline platform

Tenant	Type	Status	Tier	Usage This Month	Trial Ends	Actions

Pricing Tiers

Plans tenants can subscribe to. Each tier sets price, API quota, clinic cap, feature flags and support level.

Tier	Price / mo	API quota	Max clinics	Features	Support	Tenants	Actions

API Usage This Month

Loading...

Team members and access control

User	ID	Role	Clinic	Active	Action

API Keys

Manage all tenant API keys

Select a tenant from the Tenants screen to view their API keys

Clinic Settings

Clinic Name

Timezone

Address

Status

Engine Configuration

Loading engine status...

📋

Rules Loaded

—

🔗

Rule-Tag Index

—

🏥

Condition-Tag Index

—

🌿

Component-Tag Index

—

🛑

Contra Index

—

Interpretation Rules

Algorithm Settings

SystemSettings

Plan Score Formula

Rule × 0.6 + Evidence × 0.4

ACTIVE

Min Evidence N

Minimum cases before evidence scores are used

10

Max Disease Hypotheses

Top N hypotheses returned per case

5

Min Hypothesis Confidence

Hypotheses below this % are discarded

30%

Default Generation Method

How plan components are selected

RULES+EVIDENCE

Weight Tiers

Allowed weight values for rule conditions

40 25 15 8

Evidence Scoring Layers

L1 × 0.55 · L2 × 0.70 · L3 × 0.85 · FULL × 1.0

4 LAYERS

Safety Filter Status

ContraTagIndex — ABSOLUTE blocks are always enforced · RELATIVE triggers doctor warning

Index Health Check

✓ INTERPRETER

interpreter.js — weighted REQUIRED/BLOCK/WEIGHTED gate engine

✓ HYPOTHESIS ENGINE

hypothesis.js — POS/NEG polarity scoring with confidence %

✓ PLAN GENERATOR

planGenerator.js — 3 domains parallel · safety filter · evidence blend

✓ INDEX LOADER

indexLoader.js — all 5 indexes in Node.js memory at startup

✓ EVIDENCE WORKER

evidenceWorker.js — async setImmediate(), non-blocking L1–FULL update

⏳ ML WEIGHT LEARNING

Section 6.4 — planned after 500+ cases. RuleOutcomeFeedback ready.

0 tags

🔍

Type to search tags...

Tag ID	Type	Display Name	Description	Active	Action

Interpretation rules define which derived tags fire from input tags. Weight rubric: 8 = weak, 15 = moderate, 25 = strong, 40 = primary driver.

Rule ID	Name	Output Tag	Threshold	Conditions	Active	Action

Conditions for rule

REQUIRED = hard gate · WEIGHTED = score contribution · BLOCK = hard exclusion · SUPPORT = soft

Tag	Match Type	Weight	Min Strength	Action

Disease / condition entities that the hypothesis engine can score against.

Code	Name	ICD	Tag mappings	Active

Inverted index: Tag → Rules. The engine looks up this table to find candidate rules for each input tag.

Tag	Rule	Engine Type

Inverted index: DerivedTag → Conditions. Used by the hypothesis engine to score disease confidence.

Tag	Condition	Weight	Polarity	Required

Safety filter index: ContraTag → Blocked components. ABSOLUTE = always removed. RELATIVE = warning only.

Contra Tag	Blocked Component	Severity

Loading...

Synonyms that map to tags — e.g. "heartburn" maps to ACIDITY

Loading...

Read-only — updated after outcomes

Loading...

Rule Outcome Feedback

Loading...

Weight Change Audit Log

Loading...

Global engine configuration. Changes take effect immediately.

Loading...

⏳

Pending Review

—

✅

Approved

—

🔄

Revision Needed

—

❌

Rejected

—

Domain Only items I can approve

Loading approval queue...

My Subscriptions

Patients enrolled with you — open a row for the full subscription story.

Status

Pending Approvals

Knowledge base changes submitted by admins awaiting your clinical review

Loading...

Engine Suggestions

Algorithm-proposed adjustments to interpretation rule weights and thresholds, based on recent outcome data. Every change requires your review. Approving applies the change immediately and writes a RuleWeightAudit entry.

Loading…

User Management

Create users, assign roles, and grant module access. Role defaults apply automatically; explicit grants override.

User ID	Name	Email	Role	Phone	Status	Actions