Corporate R&D Enterprise
Focus: ROI, Validation, Scalability
- Predictive Product Modeling Build decision engines (Random Forest, Gradient Boosting) to forecast product performance across environments.
- Trial Analysis & Validation Mixed model analysis to quantify treatment effects and remove noise from multi-location field trials.
- Custom Tool Development Integration of ML algorithms into cloud-based dashboards (see Agroptimizer).
Research Support Academia
Focus: Rigor, Reproducibility, Publication
- Experimental Design Power analysis and layout planning to ensure your data will be statistically significant before planting.
- Complex Systems Modeling Handling repeated measures, spatial variability, and multivariate interactions.
- Manuscript Preparation Writing "Methods" sections and generating publication-quality figures that survive peer review.
Typical Deliverables
We don't just send numbers. We provide tangible assets.
Analysis Reports
Comprehensive breakdown of methods, results, and biological interpretations.
Visual Assets
High-DPI figures and interactive visualizations for stakeholders.
Deployment Specs
API documentation for integrating models into software.