CASE STUDY

AI-Powered Molecular Diagnostics Platform

AI-Powered Molecular Diagnostics Platform
Industry

SaaS Healthcare Technology, Molecular Diagnostics

Location

Lablyze, Global

Department

Laboratory Operations

Quality Control

Clinical labs interpreted PCR results by hand and ran multiplex analysis in Excel, creating delays, bottlenecks and a real risk of error.

Challenge

Molecular laboratories faced major challenges in their diagnostics workflow. Technicians manually reviewed PCR amplification curves and used basic Excel spreadsheets for multiplex assay evaluation. This workflow required repetitive data entry between disconnected lab systems, causing delays in delivering results to clinicians. The fragmented data handling created multiple failure points and processing bottlenecks, particularly problematic during COVID-19 emergency testing where rapid, accurate results are essential for patient treatment.

Pain Points
  • Lab technicians manually analyzed PCR curves, creating delays in critical diagnostic workflows
  • Patient data required manual transfer between thermocyclers and LIS, increasing errors and slowing healthcare delivery
  • No standardized result interpretation across different thermocycler models
OUR APPROACH

Solution

Read more
Feature
Description
01
Cloud SaaS Platform
Developed multi-tenant laboratory automation software that digitized PCR workflows, eliminating manual Excel-based processes and accelerating diagnostic timelines.
02
AI Result Interpretation
Implemented machine learning algorithms that automatically analyze PCR curves, reducing human error and delivering consistent diagnostic accuracy across team members.
03
Device-Independent Thermocycler Middleware
Created unified interface supporting all thermocycler models (Roche, Biorad, QIAGEN,..) standardizing laboratory workflows regardless of existing equipment and testing kits.
04
LIS and EHR System Connectivity
Integrated with LIS and EHR systems, eliminating manual data transfer and streamlining patient information workflows.
05
24/7 Scalable Operations
Processing thousands of daily samples across multiple locations, ensuring continuous laboratory capacity and reliability.

Results & Benefits

Automated Workflows

Eliminated manual PCR analysis workflows, allowing lab technicians to focus on high-value diagnostic tasks.

Enhanced Diagnostic Accuracy

Machine learning automation reduced human error in molecular diagnostic results.

Scalable Healthcare Infrastructure

Successfully deployed across national reference laboratories processing thousands of daily samples.

AI-Powered Molecular Diagnostics Platform

Services

Valudio provided the following end-to-end services to build this solution:

UI/UX Design

UI/UX Design

User-centered interface design focused on intuitive workflows, accessibility, and optimal user experience.

Project management

Project management

End-to-end project management including requirements gathering, development coordination, and implementation.

Technical Support

Technical Support

Ongoing technical support, software maintenance, performance optimization, system improvements, and operational problem resolution.

Custom Software Development

Custom Software Development

Full-stack application development with tailored integrations, scalable architecture, and enterprise-grade security implementation.

DevOps & Infrastructure

DevOps & Infrastructure

Automated deployment pipelines, infrastructure management, and continuous integration for reliable software delivery.

Technologies & Tools

#
ReactJs
#
ASP.NET Core
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Azure SQL Server
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Azure Cloud
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API integration
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Machine Learning
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Custom UI/UX

Customers Feedback

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