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Deterministic, rule-based variant interpretation platform for clinical genetics laboratories. Automates ACMG/AMP 2015 classification using a Bayesian point-based framework (Tavtigian et al. 2018) with BayesDel ClinGen SVI-calibrated thresholds (Pejaver et al. 2022). Integrates 8 reference databases (gnomAD v4.1, ClinVar, dbNSFP 4.9c, SpliceAI, gnomAD Constraint, HPO, ClinGen, Ensembl VEP). Analyzes nuclear and mtDNA variants, structural and copy-number variants (SV/CNV), with trio/family and cohort analysis. Supports HPO-based phenotype matching, biomedical literature mining across 2M+ PubMed publications, and structured clinical report generation. AI assists in evidence synthesis but does not make classification decisions. EU-hosted on dedicated infrastructure in Helsinki, Finland (GDPR-compliant).

A tool that checks the clinical metadata quality (validity, completeness), the integrity between images and clinical metadata provided as well as their accuracy, the de-identification protocol applied, and existence of annotation together with the consistency between the images and the annotation files and informs the user on corrective actions prior to data upload.

Miniconda is a minimal Python distribution that includes the Conda package and environment manager plus only essential dependencies. It provides a lightweight way to create isolated environments and install Python packages as needed, without the large preinstalled package set of Anaconda.

SciAgentKit is an MCP-native toolkit that connects AI agents to reproducible computational drug-discovery workflows. It integrates established tools for molecular analysis, protein-structure assessment, binding-site detection, molecular docking, molecular dynamics, trajectory analysis and scientific reporting.

NIM Studio is a local-first platform for neuroinformatics, BIDS organization, metadata generation, duplicate auditing, and scalable research data management.

Pan.bio is a cloud genomics platform for pipeline execution, exploratory analysis, and clinical variant interpretation. Workflows runs validated Nextflow and nf-core pipelines including Sarek, rnaseq, scrnaseq, mag, ampliseq, chipseq and atacseq without local installation. Notebooks provides Python and R sessions with a preinstalled bioinformatics stack, importing public data from GEO, SRA and IPG by accession and reading Workflows outputs directly. VAIC applies ACMG/AMP variant classification with gene-specific rule sets from CanVIG-UK and ClinGen ENIGMA, with automated evidence criteria implemented for BRCA1 and BRCA2. Cohorts provides federated analysis of patient data within a Trusted Research Environment.

PhonaLab is a browser-based platform for acoustic analysis of voice recordings, aimed at speech-language pathologists, voice clinicians, and researchers. It computes validated multiparametric acoustic indices — including the Acoustic Voice Quality Index (AVQI), Acoustic Breathiness Index (ABI), smoothed cepstral peak prominence (CPPS), and glottal-to-noise excitation ratio (GNE) — from sustained-vowel and connected-speech recordings, using Praat algorithms via the Parselmouth interface. Audio is processed in memory and not stored. Interface available in English, Brazilian Portuguese, and Spanish.