-39% Planning Workflow Time
Built an AI-powered orthodontic planning system that improved precision and workflow efficiency for clinical teams.
Project: DIBS AI
A quick leadership snapshot of platform scope, delivery approach, and measurable outcomes.
Industry
Healthcare
Platform
Web Platform, Medical AI System
Tech Stack
AI Models, 3D Imaging, Node.js
Result
-39% Planning Workflow Time
Timeline
14 weeks
Service Category
AI / ML
Type
Client Project
Explore the live project surfaces across web and app platforms.
Client Background
DIBS AI required a clinical-grade planning system to automate bracket placement and improve treatment predictability.
Critical Risk Area
Orthodontic planning remained highly manual, making treatment preparation slower and less consistent across cases.
Delivery Outcome
Developed an AI-enabled planning platform that processes 3D scans, automates bracket placement recommendations, and supports predictive simulation.
Why this approach
Combining clinical workflow tooling with AI-based simulation provided both speed and treatment planning precision.
3D scan processing pipeline
AI bracket placement engine
Predictive treatment simulation
Clinical workflow dashboard
How we made key decisions, handled technical complexity, and applied engineering expertise to deliver measurable outcomes.
Delivered core 3D processing and placement automation first, then expanded simulation and dashboard workflows for daily clinical use.
Key technical decisions that enabled production-grade reliability, maintainability, and system scale.
Backend Architecture Design
Integrated 3D imaging ingestion with model inference services
API Integrations
Implemented robust API integrations with explicit contracts, retries, and monitoring hooks.
Performance Optimization
Optimized critical execution paths to improve response times and reduce operational overhead.
Scalability Considerations
Built a scalable backend for simulation and treatment plan management
Data Processing Workflows
3D scan processing pipeline
A modern technology stack selected to maximize performance, scalability, and delivery speed.
Our stack is selected for reliability, maintainability, and production scale.
We also work with a wide range of modern technologies based on project requirements.
Measured outcomes across efficiency, scalability, and system performance improvements.
Efficiency
-39%
Planning Workflow Time
Automation
+28%
Treatment Planning Accuracy
Scalability
+34%
Clinical Workflow Efficiency
Avg. Plan Preparation
Before
84 min
After
51 min
Manual Adjustments per Case
Before
7.2
After
4.1
Simulation Turnaround
Before
36 min
After
19 min
Business Impact Snapshot
Tell us your goals and we will map the fastest path from idea to measurable business outcomes.