Analytical services
Focused engagements begin with the biological question, available data, and evidence needed. Scilytica also contributes to collaborative research planning.
Scientific analysis
Computational analysis and method development for genomics, single-cell, spatial, and multi-omics studies, shaped by the biological question and the evidence needed to answer it.
Typical outputsReproducible analyses, figures prepared for publication, technical reports, and documented methods.
Method evaluation
Compare plausible approaches under defined conditions and examine how method choices affect the results, limitations, and conclusions.
Typical outputsBenchmark designs, controlled method comparisons, technical evaluation reports, documented results, and risk or limitation assessments.
Supporting engineering
Develop exploratory analyses and existing pipelines into reproducible workflows that can be reviewed, maintained, and extended.
Typical outputsWorkflow architecture, implementation, provenance design, workflow documentation, and operating guidance.
Computational constraints
Address computational constraints that limit scientific iteration, reproducibility, cost, or dependable operation.
Typical outputsPerformance profiles, infrastructure recommendations, implementation changes, and reproducible environments.
Collaborative research
Work with research teams while biological studies and collaborative proposals are being developed. Scilytica contributes to analytical aims, feasibility assessment, method selection, and plans for reproducible implementation.
Typical outputsAnalytical aims, study design contributions, feasibility assessments, computational methods sections, analysis plans, and reproducibility plans.
How engagements work
These services are available today. Scilytica leads each engagement and brings in scientific or engineering collaborators when additional expertise is needed.
Work can begin with a focused review, a defined implementation, or an open analytical question. The first step is to clarify the decision, the evidence available, and the smallest useful outcome.
Discuss an engagement