Executive Summary
DynamicBit modernized its dental workflow using an AI-powered dental diagnostic platform built on AWS and ITTStar's Generative AI solution. The platform automatically analyzes dental X-rays, identifies teeth, detects abnormalities, and generates structured clinical summaries with visual annotations. By combining computer vision and Generative AI, the solution reduces diagnostic effort by up to 75%, improves consistency, and enables scalable, high-quality dental care across multiple clinics.
Customer Challenge
Manual Tooth-by-Tooth Examination: Generative AI dental image analysis automates tooth identification, condition detection, and clinical interpretation, reducing manual effort, improving diagnostic consistency, and shortening patient waiting time.
Slow Diagnostic Workflow:Identifying cavities, fractures, infections, restorations, and misalignment manually took several minutes per patient.
Variation in Diagnostic Accuracy:Findings varied between clinicians due to differences in experience and fatigue.
Manual Report Writing:Dentists had to write findings and treatment notes manually, increasing workload and formatting inconsistencies.
Difficult to Maintain Quality at Scale:Growing patient volumes made manual workflows unsustainable without compromising speed and accuracy.
No Automated Support:Legacy workflows lacked AI assistance for tooth detection, condition identification, or structured documentation.
ITTStar’s AI Solution
ITTStar developed an AWS dental imaging AI solution using Amazon Bedrock, AWS Lambda, Amazon S3, EventBridge, IAM, and DynamoDB. The platform combines computer vision, Generative AI, and serverless cloud architecture to automate dental image analysis, clinical documentation, and diagnostic reporting while ensuring scalability and enterprise-grade security.
Key components include:
AI-Based Tooth Identification: AI tooth detection and diagnosis software automatically identifies every tooth while detecting cavities, fractures, bone loss, restorations, and other abnormalities, improving clinical accuracy and reducing manual review time.
Condition Detection Using AI:Identifies cavities, fractures, bone loss, missing teeth, impacted teeth, calculus, and restorations.
Generative AI Clinical Reports: Automated dental diagnostic reporting generates structured clinical findings, treatment recommendations, and visual annotations, reducing documentation effort while improving report quality and consistency across dental practices.
Visual Annotations:Adds bounding boxes and color-coded markers to highlight abnormalities.
Serverless Automation Pipeline:AWS Lambda and EventBridge enable fully automated processing.
Secure, Compliant Storage:Encrypted S3 storage, IAM/KMS-based access control, and DynamoDB for metadata tracking.
Why AWS?
- Serverless, scalable compute.
- Secure PHI-ready environment.
- Easy integration of LLM-based reasoning.
- High-performance parallel image processing.
Why DynamicBit Chose ITTStar?
- Strong Generative AI expertise.
- Proven healthcare automation experience.
- Ability to convert clinical workflows into AI systems.
- Rapid, scalable AWS-native solution design.
Results & Impact
This case study demonstrates how healthcare AI image recognition solutions can transform dental diagnostics through automated image analysis, AI-assisted clinical reporting, and AWS-powered cloud infrastructure. Healthcare providers can improve diagnostic accuracy, reduce operational costs, and scale AI-enabled dental services across multiple locations.
About DynamicBit
DynamicBit is an India based healthcare technology company focused on improving dental diagnostics using AI-driven solutions. The company works to reduce manual effort in dental image analysis by automating tooth identification, condition detection, and clinical report generation. By using advanced AI and cloud technologies, DynamicBit helps dental clinics improve diagnostic accuracy, maintain consistency across clinicians, and increase operational efficiency while supporting scalable workflows across multiple clinics.
Testimonial
ITTStar has been a reliable partner in meeting our staffing needs. Their ability to deliver skilled resources quickly, coupled with transparent communication and cost efficiency, has been invaluable in driving our projects forward.