Google Cloud for Startups — AI Program Applicant

AI-Powered
Operations for
Modern Dental Clinics

Automating administrative workflows, intelligent appointment coordination, and scaling clinical documentation with secure, agentic AI frameworks — built for Google Cloud.

Works alongside Open Dental, Plato Medical, Dentrix, Eaglesoft and more — zero migration required.

PDPA Compliant
PMS Independent
Google Vertex AI
Live Clinical Deployment
Scroll
3+
Live Pilot Clinics
40%
Admin Time Reduction
2
Global Markets
AI
Native Architecture
Services & Solutions

Built for Enterprise
Dental Operations

A comprehensive AI-first platform designed to transform every layer of your dental practice's operational and clinical infrastructure.

AI Agents

Administrative AI Agent

Autonomously handles patient-provider conversations, intelligent appointment rescheduling, and complex multi-step care coordination — including real-time same-day reschedules, treatment follow-ups, and urgent intake triage — across SMS, email, and WhatsApp.

  • Intelligent rescheduling — detects conflicts and proposes alternatives automatically
  • Natural-language patient dialogue via SMS, Email & WhatsApp
  • Autonomous follow-up, recalls & post-treatment check-ins
  • Escalation routing to human staff for edge cases
Workflow Engine

Smart Practice Workflows

Algorithmic logic that balances production levels, clinical capacity, and provider schedules across multi-location practices — ensuring every chair, every provider, and every hour is optimally allocated.

  • Multi-location chair & provider capacity balancing
  • Deterministic daily production planning
  • Waitlist management & cancellation backfill
  • Cross-location referral & handoff automation
  • Works alongside your existing PMS — Open Dental, Plato Medical, Dentrix, Eaglesoft and more. No migration required.
Analytics

Data-Driven Operational Analytics

Deep-dive insights into clinic production, operational efficiency, and automated administrative reporting — surfaced in real-time dashboards purpose-built for dental group operators.

  • Real-time production & revenue dashboards
  • Automated weekly & monthly administrative reports
  • Predictive no-show & cancellation risk scoring
  • Provider performance & efficiency benchmarking
Coming Soon
Clinical AI

Clinical Documentation AI

AI-assisted automated generation of clinical records, treatment notes, and diagnostic summaries — powered by fine-tuned MedLM models trained on dental terminology. Reduces documentation time and minimizes transcription errors across multi-provider practices.

  • Voice-to-structured clinical note generation (MedLM)
  • Automated treatment plan documentation
  • Multi-provider record consistency checks
  • PDPA-compliant patient data handling end-to-end
Vertex AI Forecasting
Supply Chain AI

AI Inventory Intelligence

Predictive supply management for dental practices — leveraging Google Vertex AI time-series forecasting to model consumption patterns across every SKU, from composite resins and implant components to disposables and anaesthetics. Eliminates costly stockouts and expired inventory waste across multi-location operations.

  • Predictive reorder alerts — AI models usage velocity and triggers purchase orders before stockouts occur
  • Expiry date tracking — automated alerts for near-expiry items, reducing write-off losses
  • Multi-location stock balancing — redistribute surplus inventory across clinic sites automatically
  • Treatment-linked forecasting — schedule data feeds directly into supply demand predictions
Vertex AI Forecasting Multi-Location Expiry Tracking Auto-Reorder
Technical Architecture

Enterprise-Grade
AI Infrastructure

Built on a highly secure, scalable infrastructure engineered for clinical reliability, data sovereignty, and AI-scale operations.

"Built securely on Singapore's PDPA compliant framework, leveraging Google Vertex AI and MedLM for customized fine-tuning on dental clinical terminology and administrative workflows."

PDPA-Compliant Google Vertex AI MedLM Fine-Tuned HIPAA-Ready
hafo_ai/orchestration/core.py
# Hafo Medical AI Orchestration Engine — v2.4.1 # PDPA-Compliant · Google Cloud Vertex AI · MedLM from google.cloud import aiplatform from hafo.agents import MultiAgentRouter, StateMachine from hafo.compliance import PDPADataPortability class HafoMedicalOrchestrator: vertex_config = { "endpoint": "us-central1-aiplatform.googleapis.com", "model": "medlm-large@002", "project_id": "hafo-medical-prod", "region": "asia-southeast1", "safety": "PDPA_COMPLIANT | HIPAA_READY", "isolation": "ISOLATED_DATA_PORTABILITY", } agents = [ SchedulingAgent(deterministic=True), CommunicationAgent( channels=["SMS", "Email", "WhatsApp"] ), AnalyticsAgent(realtime=True, pdpa_safe=True), TriageAgent(model="medlm-large"), ] def orchestrate(self, clinical_ctx: dict): state = StateMachine.init( PDPA_ISOLATED=True, audit_log=True, ) return MultiAgentRouter.run( agents=self.agents, state=state, context=clinical_ctx, failsafe="DETERMINISTIC", )| PDPADataPortability.sanitize()

LLM Orchestration

Google Vertex AI

Leveraging Google Vertex AI and specialized medical language models (MedLM) for secure, conversational intelligence and fine-tuning on clinical dental terminology.

medlm-large@002 vertex-ai fine-tuning

Agentic Workflows

Multi-Agent

Complex, multi-agent state machines managing deterministic data routing for scheduling and clinic logistics. Each agent operates with isolated context and audit-ready decision trails.

state-machine deterministic multi-agent

Compliance & Privacy

PDPA + HIPAA-Ready

Architected under Singapore's PDPA and global healthcare data security frameworks, utilizing isolated data portability environments for complete patient data sovereignty.

PDPA-SG data-isolation audit-logs

Works With Your Existing Software

PMS Agnostic

The Hafo Sync Agent — a lightweight Python / C# .NET 8 background service — connects to your existing PMS via native API. It anonymises PII locally before any data reaches Google Cloud, then writes results back automatically. Raw patient data never leaves your clinic.

Open Dental Plato Medical Dentrix Eaglesoft
PMS Compatibility

Works with your existing clinic software

Hafo is practice management software agnostic. Our lightweight sync agent deploys alongside your existing system — no migration, no rip-and-replace, no retraining your team.

Open Dental

🇺🇸 United States

Live

Integration

MySQL read REST write-back

Open-source · 100k+ US providers · direct DB access via MySQL bridge

Plato Medical

🇸🇬 Singapore / APAC

Planned

Integration

PlatoConnect API REST

4,000+ SG / AU / APAC providers · most widely adopted web-based PMS in Singapore

Dentrix

🇺🇸 United States

Q3 2026

Integration

Dentrix API HL7 FHIR

Henry Schein · largest market-share dental PMS in the US · FHIR-ready

Eaglesoft

🇺🇸 United States

Q4 2026

Integration

Native API ODBC bridge

Patterson Dental · widely deployed across multi-location US DSO groups

Raw patient data never leaves your clinic  ·  PDPA + HIPAA compliant  ·  No replacement, no rip-and-replace

Seed Deployments

Validating AI in Live
Clinical Environments

Currently deployed and validated across premier partner clinics in Silicon Valley and Singapore — with measurable, compounding reductions in administrative overhead from day one.

Live product validation: Hafo's AI agents are not theoretical — they are actively running in real clinical environments, handling real patient interactions and administrative workflows across two of the world's most competitive and regulated healthcare markets.

Active Pilot

Silicon Valley

Palo Alto, California — USA

Multi-location dental group deployment in Silicon Valley's tech-forward healthcare corridor. Validating AI scheduling, automated patient communications, and live production analytics under real clinical conditions.

40%
Admin Reduction
Schedule Efficiency
Multi
Locations
AI Scheduling Patient Comms Analytics
Active Pilot

Singapore

Central Business District — SGP

Premier dental clinic deployment in Southeast Asia's most regulated healthcare market. PDPA-compliant operations, multi-language patient communications, and deep operational analytics under Singapore's MOH framework.

PDPA
Certified
3+
Languages
Live
Operations
PDPA Compliant Multi-Language MOH Framework

"Currently deployed and validated across premier partner clinics in Silicon Valley and Singapore."

Our seed clinics are not pilots in the experimental sense — they are production deployments operating at full clinical load. This gives Hafo a uniquely strong feedback loop: real patient data, real scheduling complexity, and real measurable outcomes informing every product iteration.

Silicon Valley — Multi-location dental group, Palo Alto CA
Singapore — Premier CBD dental clinic, PDPA-certified
Validated Partner Clinics

Trusted by Premier Practices
Across Two Continents

Hafo's AI platform is actively deployed at leading dental groups in Silicon Valley and Singapore — practices chosen for their operational complexity, clinical excellence, and technology-forward culture.

🇺🇸 Silicon Valley
Active Pilot

Palo Alto Advanced Dentists

4191 El Camino Real · Palo Alto, CA

Harvard-trained, multi-provider practice delivering full-service dentistry from same-day implants to PINHOLE surgery — one of Silicon Valley's most technologically advanced dental groups, serving the Bay Area for 20+ years.

Clinic Credentials

Dr. James Ho — DMD, MPH · Harvard
Invisalign Elite — Top 1% nationwide
20+ years · Same-Day Implants · PINHOLE™

Hafo Modules Deployed

Admin AI Agent Scheduling Analytics
paloaltoadvanceddentists.com
🇸🇬 Singapore
Active Pilot

G Dental Center

Ghim Moh · Camden Medical Centre, Orchard · Singapore

Multi-location family dental centre operating across two Singapore sites since 2001 — the preferred referral clinic for local and international patients, specialising in Invisalign orthodontics, implants, and comprehensive family care.

Clinic Credentials

Established 2001 · 2 locations
Invisalign Certified · iTero Digital Scanner
International referral network · PDPA compliant

Hafo Modules Deployed

Admin AI Agent Multi-Location Workflows PDPA Layer
gdental.com.sg
🇸🇬 Singapore
Active Pilot

GPlus Dental Center

Camden Medical Centre, 1 Orchard Blvd · Singapore

Premium specialist dental practice at Singapore's prestigious Camden Medical Centre, delivering over 30 years of clinical excellence across implantology, aesthetic dentistry, PINHOLE gum surgery, and orthodontics.

Clinic Credentials

Dr. Javious · Dr. Bell · 30+ years combined
Certified Invisalign Partner · Implant specialists
Camden Medical Centre · MOH-registered

Hafo Modules Deployed

Admin AI Agent Scheduling PDPA Layer
gplusdental.com.sg
Our Mission

Bridging Computer Science
with Clinical Reality

Hafo Medical Management is built on a singular thesis: the operational inefficiencies plaguing dental practices worldwide are fundamentally data and systems problems — and they demand computer science solutions.

We bridge world-class computer science research and advanced data structures with real-world clinical dental operations, eliminating administrative friction for healthcare providers so they can focus entirely on exceptional patient care.

Our platform deploys alongside your existing practice management software — no replacement, no rip-and-replace. Open Dental, Plato Medical, Dentrix, Eaglesoft and more, all supported out of the box.

AI-First Clinical-Grade Enterprise-Ready PMS Independent

Research-Backed

Grounded in published computer science research and clinical operations science.

Compliance-First

Every architectural decision prioritizes data sovereignty and regulatory compliance.

Global Scale

Designed from day one for multi-market, multi-jurisdiction deployment.

Measurable ROI

Every feature ships with quantifiable operational impact metrics for clinic partners.

Get In Touch

Partner With Us

Request a pilot demo or enterprise partnership inquiry. We respond to qualified clinic and investor inquiries within 24 hours.

Or email: hello@hafomedical.com