Explore, Simulate, Understand – Drive Genetic Predictions With TraitLens
TraitLens models Genome-by-Environment (G×E) interactions to support plant breeders and identify the best crosses for their breeding program. To understand polygenic traits we use advanced AI models and techniques like Transfer Learning and DNA Language Models.
Explore Genetic Interactions
With Polygenetic Traits, a large number of genes are responsible for certain traits. By understanding gene-by-gene interactions, we are able to predict them even across larger genetic distances.
Predictions across larger genetic distances are key for improvements in crops. However this is a challenge for current technologies. We solved this problem by using DNA language models.
A rich embedding space is essential for accurate prediction. We try to get the most out of plant genetics for our prediction models.
Our main focus is understanding genetic interactions. At the same time we use other related information to enrich prediction accuracy.
Simulate Environments
Setting up field tests is always limited. Simulate plants in unseen environments without real world restrictions.
Simulate across different climate scenarios, which are key for every plant breeder. Conditions change more rapidly than ever.
Simulate field tests worldwide in every climatic condition, without planting a single seed, saving time, cost, and resources.
Cluster different environments and optimize your plants for the most relevant markets together for greater efficiency and commercial impact.
Understand Interactions
Use environmental and genetic information to predict in a non-linear way traits of interest with unprecedented accuracy.
Get phenotypic values in minutes, without the need of complex and time-consuming field tests. Focus selection on the most promising candidates.
Higher accuracy with multi-trait predictions: by modeling trait correlations, we boost overall prediction accuracy.
Make confident selections earlier: leverage predictive insights and reduce reliance on costly and time-consuming field trials.
Essential Predictive Breeding Tools
Accelerate genetic gain with cutting-edge tools for predictive plant breeding.
Non-linear Modeling
Non-linear modeling improves trait prediction by capturing complex interactions missed by traditional methods.
Transfer Learning
Transfer learning boosts prediction accuracy by applying knowledge from related traits or datasets to new breeding challenges.
Faster Model Retraining
Faster model retraining updates predictions quickly by efficiently integrating new data into AI-driven breeding models.
Multi Trait Prediction
Multi-trait prediction models multiple traits simultaneously, improving selection efficiency and genetic gain in breeding programs.
Continuous Environmental Data
Continuous environmental data enhances predictions by capturing real-time variability across growing conditions.
Distinct Growing Phases
Distinct growing phases improve predictions by modeling trait expression at specific crop development stages.
Lean more about the solutions TraitLens offers to customers today
Solutions
Increase Genetic Gain Through Non-linear Modeling
Increase genetic gain through non-linear modeling by capturing complex interactions among genes, traits, and environments. Unlike linear methods, AI models detect non-additive effects, enabling faster genetic progress, improved trait performance, and greater efficiency across breeding programs and environments.
Solutions
Make Environment Based Selections
Make environment-based selections by integrating environmental data into predictive models. This captures genotype-by-environment interactions, helping breeders select varieties best suited for specific conditions and driving stability, improved traits, and better outcomes across diverse agricultural environments.
“Our project started with some ideas and wishes. But through a well-structured way of working and dedicated key account management, we made it reality. One key moment for me was, when colleagues of NoMaze joined our internal meeting to understand our needs and work on business challenges together with us. To summarize: I define NoMaze as a highly creative and future-oriented company which delivers real business impact.”
Deploy Smart: Cloud, On-Premise Or API
Our platform supports your technical setup and governance standards—so you stay compliant and in control.
Easily deploy our platform in your own IT-infrastructure with full control, flexibility, security, and governance.
Use our proven cloud environment and benefit from maximum scalability, flexibility, reliability, and performance.
Deploy consistently across different environments, tailored to your specific requirements and operational needs.
Better Together: SmartPlot And TraitLens – The Perfect Synergy
SmartPlot
SmartPlot is your hub for structuring and exploring breeding data—genetic, phenotypic, and environmental—all in one place.
Now with integrated access to TraitLens, you can move from data to predictive insights without ever leaving your workflow.
Transform Your Breeding With AI
– Get in Touch Today
Get in touch and start using cutting-edge AI technology trusted by top breeding teams worldwide.