Multi-Agent AI for Dental Case Intake

Multi-Agent AI Transforms Dental Case Intake

Intelligent case orchestration that automates intake, reduces manual effort, and scales operations without increasing headcount.

~85 %

Less Manual entry

Under 5

Minutes submission to lab system

10 +

Channels unified intake

About

A high-volume dental laboratory processed thousands of monthly orders from hundreds of practices through handwritten prescriptions, PDFs, faxes, emails, and portal submissions. Veltris implemented an Agentic AI-powered Four-Agent Intake Pipeline that orchestrates case processing from receipt to the laboratory management system, dramatically reducing manual effort while improving visibility and scalability.

Agentic AI turns fragmented intake into one intelligent workflow.

Challenge

Manual case intake couldn’t scale with growing demand.

Every case required manual transcription into the laboratory management system, regardless of how it arrived. Multiple intake channels, handwritten prescriptions, and the absence of doctor self-service created delays, increased errors, and forced growth through additional data-entry staff.

PAIN POINTS

Manual transcription across multiple intake channels
Handwritten and printed prescriptions requiring review
Growing order volumes increased staffing needs
No real-time visibility for doctors

Solution

Agentic AI built for intelligent intake orchestration.

Veltris implemented a Four-Agent Intake Pipeline, where specialized AI agents continuously monitor more than 10 intake channels, extract structured information from printed and handwritten prescriptions, validate confidence scores, and automatically route approved cases into the laboratory management system. Human reviewers focus only on exceptions, while doctors gain real-time visibility through a self-service portal with case status, invoices, VoiceRx dictation, and AI-assisted support.

Step Flow
Intake Orchestrator → Vision Extraction → Decision & Validation → LMS Integration → Customer Portal

AI handles every routine task. Experts focus on the exceptions.

WHAT CHANGED IN THE WORK

Manual transcription → Agentic AI orchestration
Multiple intake channels → Unified intake pipeline
Full manual review → Exception-based validation
Limited visibility → Real-time doctor self-service

WHAT WE DELIVERED

Four-Agent Intake Pipeline
Vision AI & OCR Extraction
Human-in-the-Loop Validation
Doctor Self-Service Portal

Ready to automate high-volume intake with Agentic AI?

Results

Faster intake. Less manual work. Better visibility.

KEY RESULTS DELIVERED

around85%

reduction in manual case-entry effort

Under5minutes

submission-to-system time

10+

intake channels unified into one AI-driven workflow

Growth

supported without adding new data-entry headcount

Why Veltris

Veltris combined Agentic AI, computer vision, workflow orchestration, and human-in-the-loop governance to modernize one of the most labor-intensive operational workflows in the dental laboratory. By enabling specialized AI agents to collaborate across the intake process while routing only ambiguous cases for human review, the solution improves efficiency, maintains accuracy, and scales with business growth.

CAPABILITIES APPLIED

Agentic AI
Multi-Agent Workflow Orchestration
Vision AI & OCR
Human-in-the-Loop AI
Intelligent Document Processing
Self-Service Experience

See how Agentic AI can transform
high-volume operational workflows.