AI Design Orchestration
Leveonn doesn't design cases itself — it orchestrates the design tools you already use. The RX Reader reads each prescription and routes the case to the right path: AI design through CADflow, or your own in-house designers via the Manual Design queue. Submissions, progress tracking, and results all flow automatically, with confidence-scored routing you can override at any time.
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
RX-Driven Service Routing
Different cases need different design paths. Leveonn lets you define multiple design services per product category — and the RX Reader picks the best one for each case automatically, with a confidence score and reasoning you can review or override.
Multiple design services per category (different CADflow templates or manual paths)
AI selects the right service + template per case from the RX
Confidence score and plain-language reasoning surfaced on every routing decision
One-click re-match or manual override when an operator knows better
Routing failures surface clearly instead of silently stalling the case
In-House Manual Design Queue
Not every case goes to AI. When a case is routed to manual design, it lands in the assigned designer's personal "My Cases" Kanban — so your in-house team works alongside the automated paths in one pipeline.
Per-designer Kanban of assigned cases with template guidance
Designers upload finished designs and mark cases complete
Append additional files to already-completed cases when revisions are needed
Optional auto-advance to the Production Log on completion (via AutoFlow)
Default-designer assignment with per-case override
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 Orchestration in action
Every feature is live and production-ready. Let us walk you through how it fits into your lab.