Academic programs generate rich spatial datasets across labs, instruments, and timepoints but data integration, reproducibility, and standardization remain major bottlenecks.
Research Institutes and Academic Consortia: Build a shared, governed foundation for collaborative science
Weave provides the governed, multimodal backbone that lets research groups collaborate openly, analyze faster, and publish with confidence.
What Weave delivers
Unified multi-omics & imaging integration
Integrate histology, spatial transcriptomics, spatial proteomics, spatial metabolomics, mass spectrometry imaging (MSI), and metadata into one analytical asset to support mechanistic insight and hypothesis generation.
Quality-first, reproducible workflows
- Automatic QC, registration, and harmonization
- Standardized lineage and version control
- Multi-cohort comparison and reuse of analyses across publications
Researcher enablement
Built-in data management, workflows and a full SDK help teams scale beyond manual, one-off analyses for improved collaboration between project team members and research institutions.
Model-ready, reusable outputs
Harmonized datasets and standardized workflows deploy back into existing notebooks, catalogs, and pipelines. Insights compound as cohorts grow and new collaborators join.
Trusted by leading research programs
Aspect collaborates with major academic institutes, foundations, and multi-lab consortia. Results generated in Weave have been reproduced across sites and cited in publications using shared datasets.
"Aspect Analytics is the bridge between complex spatial-omics data and actionable insights. Their platform allowed us to integrate modalities and drive new discoveries in autoimmune disease research by standardizing our workflows and facilitating the creation of FAIR standardized data based on the whole biopsy where each subsamples assay data, both spatial and dissociated scFFPE data and adjacent histology information. Plus, Weave is a game-changer for consortium-wide collaboration—it's streamlined how we think about sharing data and engaging the different experts input across our entire network."
- Joel Guthridge, PhD Associate Professor, Arthritis & Clinical Immunology: Oklahoma Medical Research Foundation
Contact us
Launch a consortium hub with role-based access in weeks. Publish companion datasets with persistent provenance. Host multi-lab review sessions directly in Weave.
