Use Cases

Empowering genomic discovery — across every discipline.

From research labs to clinical diagnostics, see how ATGC Flow accelerates genomic analysis for diverse applications

Research Laboratories

Discovery Research & Population Studies

Accelerate genomic discovery research with scalable analysis infrastructure designed for high-throughput variant detection and interpretation.

Challenges

  • Managing large-scale sequencing datasets
  • Reproducible bioinformatics workflows
  • Variant interpretation complexity
  • Limited computational resources
  • Time-consuming manual analysis

Our Solutions

  • Automated end-to-end pipeline
  • Scalable cloud infrastructure
  • Standardized annotation databases
  • Batch processing capabilities
  • Customizable gene panels
  • API integration for automation

Success Metrics

Analysis Time
75% reduction
Data Throughput
10x increase
Reproducibility
100%

Illustrative targets for this workflow, not measured platform results.

Clinical Diagnostics

Rare Disease & Genetic Disorder Diagnosis

Enable faster, more accurate genetic analysis with high-accuracy variant calling and ACMG classification for rare disease research. Research use only — not for standalone diagnostic use.

Challenges

  • Diagnostic odyssey duration
  • Variant interpretation accuracy
  • Turnaround time pressure
  • CAP/CLIA compliance requirements
  • Manual curation burden

Our Solutions

  • ACMG/AMP automated classification
  • Curated disease gene panels
  • Clinical significance database integration
  • Genome browser visualization for validation
  • Clinical report generation
  • Quality assurance workflows

Success Metrics

Diagnostic Yield
35-40%
Time to Diagnosis
6 weeks
Accuracy
99.5%+

Illustrative targets for this workflow, not measured platform results.

Pharmaceutical R&D

Drug Target Discovery & Clinical Trials

Identify novel drug targets and stratify patients for clinical trials using comprehensive genomic analysis and variant databases.

Challenges

  • Target identification efficiency
  • Patient stratification complexity
  • Variant-drug associations
  • Pharmacogenomics interpretation
  • Multi-site data harmonization

Our Solutions

  • Comprehensive variant annotation
  • Population frequency filtering
  • Gene-disease associations
  • Pharmacogenomics databases
  • Batch cohort analysis
  • API for LIMS integration

Success Metrics

Target Discovery
3x faster
Trial Enrollment
50% improvement
Data Integration
Seamless

Illustrative targets for this workflow, not measured platform results.

Individual Researchers

Academic Projects & Pilot Studies

Access enterprise-grade genomics analysis tools at affordable prices, perfect for thesis projects, pilot studies, and academic publications.

Challenges

  • Limited computational resources
  • Budget constraints
  • Steep learning curve
  • Lack of bioinformatics expertise
  • Publication requirements

Our Solutions

  • User-friendly web interface
  • Flexible pricing (pay-per-use)
  • Comprehensive documentation
  • Pre-configured gene panels
  • Publication-ready reports
  • Educational resources

Success Metrics

Cost Savings
80% vs in-house
Time to Results
< 48 hours
Publications
Citation-ready

Illustrative targets for this workflow, not measured platform results.

Illustrative Scenarios

What this could look like

Representative scenarios showing how a lab might apply ATGC Flow to these workflows. Not a record of a specific past engagement — figures are illustrative estimates, not measured outcomes.

Clinical Diagnostics

Rare Disease Diagnosis in Pediatric Neurology

Problem

A pediatric neurology department faced a 4-year average diagnostic odyssey for patients with suspected genetic disorders. Manual variant interpretation was time-consuming and required extensive molecular geneticist time.

Solution

Implemented ATGCFLOW with curated neurology gene panels and automated ACMG classification. Integrated genome browser for rapid variant validation and generated structured clinical reports.

Results
  • Diagnostic yield increased from 28% to 37%
  • Average time to diagnosis reduced to 6 weeks
  • Molecular geneticist time reduced by 60%
  • Identified 42 novel variants in 12 months
Discuss This Scenario
Research Laboratory

Population Genomics Study in Southeast Asia

Problem

A research consortium needed to analyze 5,000 exomes to identify population-specific variants and disease associations. Existing infrastructure could not scale, and inconsistent analysis methods across sites caused issues.

Solution

Deployed ATGC Flow API with standardized pipeline across 8 research sites. Implemented batch processing with automated quality control and centralized variant database.

Results
  • Analyzed 5,000 exomes in 3 months
  • 100% pipeline consistency across sites
  • Identified 2,450 population-specific variants
  • Published 3 high-impact papers
Discuss This Scenario
Pharmaceutical R&D

Pharmacogenomics in Oncology Clinical Trial

Problem

A phase II oncology trial required rapid identification of patients with specific biomarkers for targeted therapy enrollment. Manual screening was too slow, missing enrollment windows.

Solution

Integrated ATGC Flow API with trial enrollment system. Created custom gene panels for biomarker detection with automated flagging of eligible patients.

Results
  • Enrollment rate increased by 45%
  • Screening turnaround time: 24 hours
  • Successfully stratified 180 patients
  • Trial completed 3 months ahead of schedule
Discuss This Scenario
Universal Benefits

Why teams choose ATGC Flow

Key advantages that benefit all use cases

Faster Results

From days to hours with automated pipeline

Higher Accuracy

99.5%+ sensitivity with validated methods

Scalable

From single samples to thousands of exomes

Cost Effective

Reduce infrastructure and personnel costs

Ready to transform your genomic workflow?

Start analyzing your exome sequencing data with ATGC Flow