Orchestrate agentic clinic operations with LamaniSync
The Universal Translation Layer

What is LamaniSync? The universal translation layer for modern clinics.

LamaniSync connects your existing Clinic Management System (Dentrix, eClinicalWorks, LamaniPulse) directly to LamaniHub and Sara AI WhatsApp booking automation in real time. Zero local server installation, zero open firewall ports, and 100% readback-verified.

Universal End-to-End Execution Pipeline
Real-time Active Bridge
01

Patient Chat

Patient requests appointment with Sara AI on WhatsApp 24/7

Natural Language
02

Sara AI Engine

Triages symptoms, chooses treatment, queries real-time availability

LamaniHub Cloud
03

LamaniSync MV3

Translates canonical slot intent into native CMS DOM / RPC recipe

Workstation Bridge
04

Primary CMS

Writes booking directly into Dentrix, eCW, or LamaniPulse calendar

Staff Authenticated
05

Readback Verified

Reads back record from calendar; delivers confirmed WhatsApp receipt

100% Guaranteed
Architectural Paradigm

Workstation MV3 Bridge vs Legacy On-Premise Server.

Why running in-browser with Chrome Manifest V3 isolation outperforms fragile Windows background services, open firewall ports, and direct SQL connectors.

Legacy On-Premise Integrations

The Fragile Local Server Approach

Used by 20-year-old integrators: installs heavy Windows services with elevated system privileges.

  • Invasive Administrator Privileges

    Requires running as NT AUTHORITY\SYSTEM with full machine disk and network permissions.

  • Dangerous Open Inbound Ports

    Demands router port forwarding (e.g. 1433/3306) and static IP configuration, exposing clinic LANs to ransomware.

  • Silent Service Crashes

    Windows updates, anti-virus quarantines, and sleep states silently terminate background sync without notice.

  • Unchecked Direct SQL Injection

    Writing directly to raw database tables bypasses CMS business validation and risks corrupting patient ledgers.

The LamaniSync Standard

The Ambient Workstation Bridge (MV3)

Runs inside Google Chrome on the exact workstation your reception team already uses every day.

  • Sandboxed User-Space Execution

    Zero admin rights needed. Runs in Chrome's sandboxed environment with strict origin boundaries.

  • Zero Inbound Firewall Ports

    All traffic is strictly outbound encrypted TLS / WSS. Fully invisible to external network port scanners.

  • Ephemeral Service Worker Architecture

    Consumes zero memory when idle. Auto-resumes instantaneously on incoming sync leases or calendar mutations.

  • Native Application Layer Writes

    Executes through your CMS's validated frontend layer, preserving all internal billing, doctor, and operatory rules.

Data Taxonomy

The 4 Core Data Domains orchestrated by LamaniSync.

LamaniSync standardizes messy, proprietary clinic software records into four canonical operational data streams.

Domain 01

Operatory & Chair Logistics

Physical clinics are constrained by surgical chairs, room equipment, and doctor rosters. LamaniSync continuously models room capacity, chair suction/laser tooling capabilities, doctor shifts, and sanitization intervals.

Operatory Mapping Chair Constraints Turnaround Buffers
Domain 02

Real-Time Slot Availability

Sub-second availability querying without polling lag. LamaniSync queries the live calendar grid directly from your staff-authenticated CMS tab, instantly accounting for walk-ins, emergency holds, and sudden schedule changes.

Sub-Second Probing Zero Double-Booking Dynamic Gap Filling
Domain 03

Sara AI WhatsApp Bookings

Sara AI on LamaniHub handles patient conversations 24/7 on WhatsApp in natural English, Bahasa Malaysia, and Chinese. Patient intake, triage questionnaires, and slot selections are converted automatically into verified CMS calendar writes.

24/7 Autonomous Triage Multilingual Intake WhatsApp Confirmation
Domain 04

Readback Verification

The unbreakable guarantee. LamaniSync never confirms a booking to a patient until an independent probe reads the appointment back from the primary CMS calendar. No ghost bookings, zero dropped writes, 100% confidence.

Read-After-Write Signed Audit Receipts Zero Ghost Appointments
Universal Deployment

Works with Any Web-Based CMS
Cloud SaaS, Local Intranets, and Legacy Web Portals.

Because LamaniSync bridges at the browser presentation layer, it seamlessly supports every architecture style.

Architecture 01

Modern Cloud SaaS EHRs

Dentrix Ascend, eClinicalWorks Cloud, Curve Dental, and modern cloud healthcare platforms.

  • Immediate DOM / RPC recipe injection
  • Zero local IT infrastructure
  • Works from any clinic Mac or PC
Architecture 02

Local On-Premise Web Servers

Clinic systems hosted on local clinic server boxes (e.g. http://192.168.1.100:8080).

  • No public IP or port forwarding required
  • Bridges via receptionist's Chrome browser
  • Zero external firewall configuration
Architecture 03

Hybrid Portals & LamaniPulse

Custom proprietary web portals, regional EHRs, and LamaniPulse EHR native clinical modules.

  • Custom adapter generated in under 48 hours
  • Multi-branch workstation lease failover
  • Zero-PHI in-memory compliance
Instant Activation

Ready to automate your clinic bookings? Put your appointment scheduling on complete autopilot.

Connect your Clinic Management System with LamaniHub today. Let Sara AI handle 24/7 patient WhatsApp inquiries, triage, and booking directly into your calendar.

Zero Server Setup
100% Readback Verified
Healthcare Privacy Compliant