AI Design Pipeline
Automate dental design generation from start to finish. Submit approved scans with detailed prescription parameters to CADflow, track job progress in real-time, and receive completed designs — all without manual intervention. AI-powered RX parsing handles prescription documents automatically.
Multi-Step Job Submission
Submit design jobs with rich prescription data. Map individual teeth, specify materials, define margin types, and include detailed clinical notes — all structured into a format that CADflow's AI engine understands.
Tooth-by-tooth mapping with material and shade specification
Margin type selection: chamfer, shoulder, feather edge, and more
Clinical notes and special instructions per unit
File upload with presigned URL workflow for secure transfer
Connection testing to verify CADflow availability before submission
Real-Time Job Tracking
Once a job is submitted, track its progress in real-time. Automatic polling detects status changes, builds a progress timeline, and surfaces the final design files as soon as they are ready.
Automatic status polling at configurable intervals
Visual progress timeline showing each stage of the design process
Estimated completion time based on historical job performance
Error detection and notification when jobs fail
Result retrieval with download links for completed designs
AI Prescription Parsing
Upload prescription PDFs or photographs and let Claude AI extract structured data automatically. The vision model reads dental prescriptions, identifies tooth numbers, materials, and instructions — eliminating manual data entry.
PDF prescription parsing via Anthropic Claude AI
Image-based RX reading for photographed or scanned prescriptions
Extracted fields mapped to CADflow submission parameters
Per-organization API key configuration for Claude access
Verification step for human review before submission
Event-Driven Automation
Wire the design pipeline into Leveonn's automation system. When a scan is approved in QC, automatically trigger a design job. When the design completes, automatically queue it for production. Zero manual handoffs.
Approved scan → design job trigger via automation builder
Completed design → production queue trigger
Configurable per-product automation rules
Failure handling with automatic retry and escalation
Full audit trail of automated actions and decisions
Per-Org Configuration
Each organization connects their own CADflow account with independent credentials, default settings, and submission preferences. Multi-tenant isolation ensures one lab's configuration never affects another.
Per-tenant CADflow API credentials and endpoint configuration
Default prescription templates per product type
Connection health monitoring with automatic alerts
Environment variable fallbacks for shared account setups
Settings UI for non-technical users to manage their configuration
How it works
The typical workflow from start to finish.
See AI Design Pipeline in action
Every feature is live and production-ready. Let us walk you through how it fits into your lab.