AI Features Overview

BeeSeen Clinic uses AI to reduce documentation time, assist clinical decisions, and automate routine tasks.

Our AI Philosophy

AI Fills, Doctor Confirms

We follow a strict principle:

AI suggests, Doctor decides.

Every AI-generated content is:

  • Clearly marked as AI-generated
  • Displayed as a suggestion
  • Requires explicit doctor confirmation
  • Editable before saving
⚠️AI is an assistant, not a decision-maker. Clinical responsibility remains with the doctor.

Available AI Features

Medical Image OCR (Growth+)

Upload photos of:

  • Prescriptions (handwritten or printed)
  • Lab results
  • ID cards
  • Medical certificates
AI extracts:
  • Text content
  • Patient demographics
  • Medication names and dosages
  • Lab values with units
How to use:
  • Upload image to patient record
  • Click Extract Data
  • Review extracted fields
  • Confirm or edit
  • Save to record

    • Smart Scheduling (Growth+)

    AI suggests optimal appointment times:

    • Based on doctor availability
    • Patient history and preferences
    • Travel time between appointments
    • Service duration requirements

    No-Show Prediction (Growth+)

    AI identifies likely no-shows:

    • Uses patient history
    • Appointment patterns
    • Lead time analysis
    • Day/time preferences
    Actions:
    • Flag high-risk appointments
    • Send extra reminders
    • Suggest overbooking

    Premium AI Features

    BeeSeen Voice (Premium+)

    Speak to document — AI transcribes and fills forms: Supported Languages:

    • Egyptian Arabic (العامية المصرية)
    • Modern Standard Arabic (فصحى)
    • English (medical terminology)
    • Code-switching (mixed Arabic/English)
    How it works:
  • Click the 🎤 microphone button
  • Speak naturally about the patient
  • AI transcribes and parses
  • Review highlighted fields
  • Confirm to save
    • Best for:
    • Chief complaint
    • Symptoms description
    • Examination findings
    • Diagnosis reasoning
    • Treatment plan
    💡Speak naturally! Say "the patient has fever for three days" instead of reading form fields.

    Live Consultation Assist (Premium+)

    Real-time AI during consultations: Shows:

    • Differential diagnoses based on symptoms
    • Drug interactions when prescribing
    • Relevant clinical guidelines
    • Allergy warnings
    • Similar past cases
    Privacy:
    • Microphone permission per session
    • Audio processed real-time, not stored
    • Can be toggled off instantly

    Revenue Forecasting

    AI predicts financial performance:

    • Next month's expected revenue
    • Seasonal adjustment factors
    • Appointment volume trends
    • New patient projections

    Enterprise AI Features

    Per-Clinic AI Learning

    The AI learns your clinic's patterns: Learns:

    • Doctor-specific prescribing habits
    • Treatment protocol preferences
    • Follow-up timing patterns
    • Service combinations
    Benefits:
    • Smarter suggestions over time
    • Faster documentation
    • Consistent protocols
    ℹ️Learning happens on anonymized data — PII never leaves your clinic!

    WhatsApp Food Diary (Diet Module)

    For diet clinics — patients send meal photos:

  • Patient takes photo of meal
  • Sends to clinic WhatsApp
  • AI identifies foods
  • Estimates calories/macros
  • Logs to patient portal
  • Doctor reviews in dashboard
    • Supports:
    • Egyptian cuisine (كشري، فول، طعمية، فطير)
    • International foods
    • Portion estimation
    • Daily intake totals

    Chatbot Self-Service

    AI-powered patient chatbot:

    • Answers booking questions
    • Provides clinic information
    • Guides through common processes
    • Escalates to human when needed

    Privacy & Security

    Data Handling

    | Aspect | Policy | |--------|--------| | Audio | Processed in real-time, not stored | | Images | Stored encrypted, processed on-demand | | Text | Standard database encryption | | Learning | Anonymized signals only |

    Data Residency

    All AI processing happens:

    • On Egypt-hosted infrastructure
    • No data sent to foreign servers
    • Compliance with local regulations

    For AI features involving patient data:

    • Consent captured at registration
    • Can be withdrawn anytime
    • Logs of consent maintained

    Accuracy & Limitations

    OCR Accuracy

    | Document Type | Accuracy | |---------------|----------| | Printed prescriptions | 95%+ | | Handwritten (clear) | 85%+ | | Handwritten (unclear) | 70%+ | | Lab results | 95%+ | | ID cards | 98%+ |

    Always verify extracted data!

    Voice Accuracy

    | Language | Accuracy | |----------|----------| | Egyptian Arabic | 90%+ | | MSA | 95%+ | | English medical terms | 95%+ | | Mixed Arabic/English | 88%+ |

    Speaking clearly significantly improves accuracy.

    Suggestions Accuracy

    Clinical suggestions are:

    • Based on pattern matching
    • Informed by medical databases
    • NOT diagnostic tools
    • Subject to doctor review
    ⚠️Never rely solely on AI for clinical decisions. Always use professional judgment!

    Getting Started with AI

    Enable AI Features

  • Go to Settings → AI
  • Review and accept AI terms
  • Enable specific features
  • Grant necessary permissions

    • Team Training

    We offer:

    • Video tutorials for each feature
    • Live webinar training
    • In-app guided tours
    • PDF quick reference guides

    Support

    For AI-related issues:

    • In-app AI feedback button
    • Priority support for AI questions
    • Monthly AI accuracy reports