Solutions
Solutions
Solutions
Whether you're mapping the adaptive immune response
or uncovering new therapeutic targets, Platforma gives you
the tools to move from data to discovery — in just a few clicks
Whether you're mapping the adaptive immune response or uncovering new therapeutic targets, Platforma gives you the tools to move from data to discovery — in just a few clicks
Whether you're mapping the adaptive immune response or uncovering new therapeutic targets, Platforma gives you the tools to move from data to discovery — in just a few clicks
Whether you're mapping the adaptive immune response
or uncovering new therapeutic targets, Platforma gives you
the tools to move from data to discovery — in just a few clicks
Cancer Oncology
Identify tumor-reactive T cells
Predict TCR binding against epitopes of interest
using deep learning models trained on known
TCR-antigen interactions
Monitor immune responses
Cluster related TCR sequences into clonal families
to track immune response breadth and monitor clonal expansion/contraction over time during treatment
Track treatment efficacy
Compare pre- and post-treatment TCR repertoires
to measure response dynamics and identify newly
emerged clones
Predict treatment outcomes
Assess the likelihood of effective tumor recognition
using AI-powered affinity prediction models
Cancer Oncology
Identify tumor-reactive T cells
Predict TCR binding against epitopes of interest using deep learning models trained on known TCR-antigen interactions
Monitor immune responses
Cluster related TCR sequences into clonal families to track immune response breadth and monitor clonal expansion/contraction over time during treatment
Track treatment efficacy
Compare pre- and post-treatment TCR repertoires to measure response dynamics and identify newly
emerged clones that may indicate treatment-induced immunity
Predict treatment outcomes
Assess the likelihood of effective tumor recognition
using AI-powered affinity prediction models
Cancer Oncology
Identify tumor-reactive T cells
Predict TCR binding against epitopes of interest using deep learning models trained on known TCR-antigen interactions
Monitor immune responses
Cluster related TCR sequences into clonal families to track immune response breadth and monitor clonal expansion/contraction over time during treatment
Track treatment efficacy
Compare pre- and post-treatment TCR repertoires to measure response dynamics and identify newly emerged clones that may indicate treatment-induced immunity
Predict treatment outcomes
Assess the likelihood of effective tumor recognition
using AI-powered affinity prediction models
Cancer Oncology
Identify tumor-reactive T cells
Predict TCR binding against epitopes of interest
using deep learning models trained on known
TCR-antigen interactions
Monitor immune responses
Cluster related TCR sequences into clonal families
to track immune response breadth and monitor clonal expansion/contraction over time during treatment
Track treatment efficacy
Compare pre- and post-treatment TCR repertoires
to measure response dynamics and identify newly
emerged clones
Predict treatment outcomes
Assess the likelihood of effective tumor recognition
using AI-powered affinity prediction models
Antibody Discovery and Engineering
Discover novel antibodies
Rapidly identify and prioritize candidates based on predicted binding success, developability, and sequence liabilities
Model affinity and structure
Use LLM-based engine to predict binding strength and model antibody structure directly from sequence data
Trace B-cell maturation pathways
Visualize antibody evolution using interactive somatic hypermutation (SHM) trees to see how high-affinity clones emerge
Monitor immune responses
Identify convergent B-cell responses and track expanded clones across timepoints, treatment arms, or immunization campaigns
Antibody Discovery
and Engineering
Discover novel antibodies
Rapidly identify and prioritize candidates based on predicted binding success, developability, and sequence liabilities
Model affinity and structure
Use LLM-based engine to predict binding strength and model antibody structure directly from sequence data
Trace B-cell maturation pathways
Visualize antibody evolution using interactive somatic hypermutation (SHM) trees to see how high-affinity clones emerge
Monitor immune responses
Identify convergent B-cell responses and track expanded clones across timepoints, treatment arms, or immunization campaigns
Antibody Discovery
and Engineering
Discover novel antibodies
Rapidly identify and prioritize candidates based on predicted binding success, developability, and sequence liabilities
Model affinity and structure
Use LLM-based engine to predict binding strength and model antibody structure directly from sequence data
Trace B-cell maturation pathways
Visualize antibody evolution using interactive somatic hypermutation (SHM) trees to see how high-affinity clones emerge
Monitor immune responses
Identify convergent B-cell responses and track expanded clones across timepoints, treatment arms, or immunization campaigns
Antibody Discovery
and Engineering
Discover novel antibodies
Rapidly identify and prioritize candidates based on predicted binding success, developability, and sequence liabilities
Model affinity and structure
Use LLM-based engine to predict binding strength and model antibody structure directly from sequence data
Trace B-cell maturation pathways
Visualize antibody evolution using interactive somatic hypermutation (SHM) trees to see how high-affinity clones emerge
Monitor immune responses
Identify convergent B-cell responses and track expanded clones across timepoints, treatment arms, or immunization campaigns
Immunology
Characterize immune repertoire diversity
Use built-in metrics and clonotype clustering to quantify clonal richness, evenness, and expansion dynamics
Trace lymphocyte development and maturation
Map clonal evolution with somatic hypermutation trees and single-cell data integration
Study antigen-driven clonal selection
Predict TCR and antibody binding using AI-powered models to track clonal shifts across immunization campaigns
Understand immune memory and recall
Track clonal persistence and reactivation over time with single-cell resolution and SHM-based analysis
Immunology
Characterize immune repertoire diversity
Use built-in metrics and clonotype clustering to quantify clonal richness, evenness, and expansion dynamics
Trace lymphocyte development and maturation
Map clonal evolution with somatic hypermutation trees and single-cell data integration
Study antigen-driven clonal selection
Predict TCR and antibody binding using AI-powered models to track clonal shifts across immunization campaigns
Understand immune memory and recall
Track clonal persistence and reactivation over time with single-cell resolution and SHM-based analysis
Immunology
Characterize immune repertoire diversity
Use built-in metrics and clonotype clustering to quantify clonal richness, evenness, and expansion dynamics
Trace lymphocyte development and maturation
Map clonal evolution with somatic hypermutation trees and single-cell data integration
Study antigen-driven clonal selection
Predict TCR and antibody binding using AI-powered models to track clonal shifts across immunization campaigns
Understand immune memory and recall
Track clonal persistence and reactivation over time with single-cell resolution and SHM-based analysis
Immunology
Characterize immune repertoire diversity
Use built-in metrics and clonotype clustering to quantify clonal richness, evenness, and expansion dynamics
Trace lymphocyte development and maturation
Map clonal evolution with somatic hypermutation trees and single-cell data integration
Study antigen-driven clonal selection
Predict TCR and antibody binding using AI-powered models to track clonal shifts across immunization campaigns
Understand immune memory and recall
Track clonal persistence and reactivation over time with single-cell resolution and SHM-based analysis
Infectious Disease
& Vaccine Development
Identify pathogen-specific TCRs and antibodies
Discover receptors that target pathogens using AI-powered binding prediction models
Analyze immunization campaigns
Compare repertoires across doses, antigens, or timepoints to identify high-affinity clones elicited by vaccination
Track immune response to infection
Monitor clonal expansion, contraction, and persistence of T and B cells across post-infection stages
Enhance phage/yeast display screens
Track enrichment campaigns and screen outputs to prioritize promising binders against emerging pathogens
Infectious Disease
& Vaccine Development
Identify pathogen-specific TCRs and antibodies
Discover receptors that target pathogens using AI-powered binding prediction models
Analyze immunization campaigns
Compare repertoires across doses, antigens, or timepoints to identify high-affinity clones elicited by vaccination
Track immune response to infection
Monitor clonal expansion, contraction, and persistence of T and B cells across post-infection stages
Enhance phage/yeast display screens
Track enrichment campaigns and screen outputs to prioritize promising binders against emerging pathogens
Infectious Disease
& Vaccine Development
Identify pathogen-specific TCRs and antibodies
Discover receptors that target pathogens using AI-powered binding prediction models
Analyze immunization campaigns
Compare repertoires across doses, antigens, or timepoints to identify high-affinity clones elicited by vaccination
Track immune response to infection
Monitor clonal expansion, contraction, and persistence of T and B cells across post-infection stages
Enhance phage/yeast display screens
Track enrichment campaigns and screen outputs to prioritize promising binders against emerging pathogens
Infectious Disease
& Vaccine Development
Identify pathogen-specific TCRs and antibodies
Discover receptors that target pathogens using AI-powered binding prediction models
Analyze immunization campaigns
Compare repertoires across doses, antigens, or timepoints to identify high-affinity clones elicited by vaccination
Track immune response to infection
Monitor clonal expansion, contraction, and persistence of T and B cells across post-infection stages
Enhance phage/yeast display screens
Track enrichment campaigns and screen outputs to prioritize promising binders against emerging pathogens
Autoimmune Diseases
Identify autoreactive TCRs and BCRs
Discover and prioritize receptors that recognize self-antigens using AI-powered binding prediction to pinpoint pathogenic clones
Track disease activity
Monitor longitudinal changes in autoreactive clones to correlate clonal expansion with disease flares or treatment response
Map B-cell maturation in autoimmunity
Visualize SHM trees to understand how autoreactive B-cell lineages evolve and mature
Assess treatment effects and risks
Differentiate immune signatures between patient cohorts and predict potential off-target risks of biologics
Autoimmune Diseases
Identify autoreactive TCRs and BCRs
Discover and prioritize receptors that recognize self-antigens using AI-powered binding prediction to pinpoint pathogenic clones
Track disease activity
Monitor longitudinal changes in autoreactive clones to correlate clonal expansion with disease flares or treatment response
Map B-cell maturation in autoimmunity
Visualize SHM trees to understand how autoreactive B-cell lineages evolve and mature
Assess treatment effects and risks
Differentiate immune signatures between patient cohorts and predict potential off-target risks of biologics
Autoimmune Diseases
Identify autoreactive TCRs and BCRs
Discover and prioritize receptors that recognize self-antigens using AI-powered binding prediction to pinpoint pathogenic clones
Track disease activity
Monitor longitudinal changes in autoreactive clones to correlate clonal expansion with disease flares or treatment response
Map B-cell maturation in autoimmunity
Visualize SHM trees to understand how autoreactive B-cell lineages evolve and mature
Assess treatment effects and risks
Differentiate immune signatures between patient cohorts and predict potential off-target risks of biologics
Autoimmune Diseases
Identify autoreactive TCRs and BCRs
Discover and prioritize receptors that recognize self-antigens using AI-powered binding prediction to pinpoint pathogenic clones
Track disease activity
Monitor longitudinal changes in autoreactive clones to correlate clonal expansion with disease flares or treatment response
Map B-cell maturation in autoimmunity
Visualize SHM trees to understand how autoreactive B-cell lineages evolve and mature
Assess treatment effects and risks
Differentiate immune signatures between patient cohorts and predict potential off-target risks of biologics
Built for flexibility,
ready for scale
Built for flexibility,
ready for scale
Built for flexibility,
ready for scale
Platforma is designed to adapt to your research needs,
seamlessly integrating into your workflows to scale
across teams and evolve alongside your scientific goals
Platforma is designed to adapt to your research needs, seamlessly integrating into your workflows to scale across teams and evolve alongside your scientific goals
Platforma is designed to adapt to your research needs, seamlessly integrating into your workflows to scale across teams and evolve alongside your scientific goals
Platforma is designed to adapt to your research needs, seamlessly integrating into your workflows to scale
across teams and evolve alongside your scientific goals
Broad Modality Support
Broad Modality Support
Broad Modality Support
Compatible with any sample type, species, or sequencing method, Platforma brings all your immune profiling data into one unified environment. We support leading technologies like 10x Genomics, BD Rhapsody, Sanger sequencing, and more—enabling seamless integration and multimodal analysis across platforms and experiments.
Compatible with any sample type, species, or sequencing method, Platforma brings all your immune profiling data into one unified environment. We support leading technologies like 10x Genomics, BD Rhapsody, Sanger sequencing, and more—enabling seamless integration and multimodal analysis across platforms and experiments.
Compatible with any sample type, species, or sequencing method, Platforma brings all your immune profiling data into one unified environment. We support leading technologies like 10x Genomics, BD Rhapsody, Sanger sequencing, and more—enabling seamless integration and multimodal analysis across platforms and experiments.
Scalable Deployment
Scalable Deployment
Scalable Deployment
Choose the deployment that fits your infrastructure best—whether it’s on your own server, cloud environment, or high-performance computing (HPC) cluster. We offer seamless installation and scalable performance tailored to your organization’s IT requirements, ensuring secure, efficient access to your research analysis tools.
Choose the deployment that fits your infrastructure best—whether it’s on your own server, cloud environment, or high-performance computing (HPC) cluster. We offer seamless installation and scalable performance tailored to your organization’s IT requirements, ensuring secure, efficient access to your research analysis tools.
Choose the deployment that fits your infrastructure best—whether it’s on your own server, cloud environment, or high-performance computing (HPC) cluster. We offer seamless installation and scalable performance tailored to your organization’s IT requirements, ensuring secure, efficient access to your research analysis tools.
Enterprise-Grade Support
Enterprise-Grade Support
Enterprise-Grade Support
Built to meet the needs of high-impact research teams across academia, biotech, and pharma, we offer scientific onboarding and training tailored to your team. Our experts provide hands-on workflow development for specialized datasets and support seamless integration with any commercial or custom pipeline.
Built to meet the needs of high-impact research teams across academia, biotech, and pharma, we offer scientific onboarding and training tailored to your team. Our experts provide hands-on workflow development for specialized datasets and support seamless integration with any commercial or custom pipeline.
Built to meet the needs of high-impact research teams across academia, biotech, and pharma, we offer scientific onboarding and training tailored to your team. Our experts provide hands-on workflow development for specialized datasets and support seamless integration with any commercial or custom pipeline.
From raw data
to top 100 candidates
in a few hours, not months
From raw data
to top 100 candidates
in a few hours,
not months
From raw data
to top 100 candidates
in a few hours,
not months
Platforma is powered by our AI-driven candidate selection engine, which intelligently ranks antibody/TCR sequences based on structural, functional, and clonal features. Leveraging a large language model trained for affinity prediction and structural modeling, the platform empowers researchers to identify high-potential leads faster than ever before
Platforma is powered by our AI-driven candidate selection engine, which intelligently ranks antibody/TCR sequences based on structural, functional, and clonal features. Leveraging a large language model trained for affinity prediction and structural modeling, the platform empowers researchers to identify high-potential leads faster than ever before
Ready to Transform
Your Research?
Ready to Transform
Your Research?
Ready to Transform
Your Research?
Join thousands of researchers using Platforma
to accelerate immune discovery.
Start with our free academic license
or schedule a demo for enterprise solutions.
Join thousands of researchers using Platforma to accelerate immune discovery. Start with our free academic license or schedule a demo for enterprise solutions.
Join thousands of researchers using Platforma to accelerate immune discovery. Start with our free academic license or schedule a demo
for enterprise solutions.
Join thousands of researchers using Platforma
to accelerate immune discovery.
Start with our free academic license
or schedule a demo for enterprise solutions.
© MiLaboratories Inc / 2261 Market St #5094, San Francisco, CA 94114
2025
© MiLaboratories Inc / 2261 Market St #5094, San Francisco, CA 94114
2025
© MiLaboratories Inc / 2261 Market St #5094, San Francisco, CA 94114
2025
© MiLaboratories Inc / 2261 Market St #5094, San Francisco, CA 94114
2025