Mass Dynamics

What Mass Dynamics does

Mass Dynamics is an Australian SaaS company founded in 2019 and headquartered in Melbourne, building a cloud-based omics data analysis platform that enables scientists to analyze proteomics, transcriptomics, metabolomics, and phenotype data without writing code. The platform is built on AWS infrastructure and centers on a unified browser workspace with a Connected Scientific Memory architecture that accumulates cross-experiment knowledge over time, plus automated QC, differential expression analysis using limma/edgeR/DESeq2, and pathway enrichment via Reactome and STRING integrations. The product surface spans a self-serve browser interface, a RESTful API and Python client for bioinformaticians, an Agent Pack enabling MCP-compatible AI agents (Claude, Cursor, Codex) to operate on live workspaces, a Custom Workflow sandbox for running R or Python on MD-hosted data, and an Enterprise Access Package adding SSO and full API access.

The company serves three primary personas — omics scientists who want fast answers without a bioinformatics queue, biologists who want to interpret omics data without coding, and bioinformaticians who require programmatic pipeline control — with deployment options ranging from standard cloud-hosted SaaS to segregated applications and full customer cloud deployment for regulated environments. Named customers include Johnson & Johnson Innovative Medicine, MSD, PTC Therapeutics, Blueprint Medicine, Nurix, Rezo Therapeutics, Bruker, and a wide set of academic and translational research institutions (UBC, INSERM, Johns Hopkins All Children's Hospital, WEHI, Monash, WUSTL, VIB, Purdue, Cold Spring Harbor Laboratory). Revenue is generated through annual SaaS subscriptions, an enterprise add-on package for SSO and API access, and usage-based pricing for raw file processing services. The go-to-market combines product-led self-serve onboarding with a sales-led enterprise motion via "Book a Session" working sessions and dedicated Customer Success Managers.

Name

Mass Dynamics

Legal name

Mass Dynamics Pty Ltd

Website

https://massdynamics.com

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

11–50 employees

Short description

Mass Dynamics is an Australian SaaS platform that enables scientists to analyze proteomics, transcriptomics, metabolomics, and phenotype data in a browser or via API, with MCP-compatible AI agent integration and enterprise-grade deployment options for pharma, biotech, and academic research institutions.

Ownership category

akta.pro rank

Product category

Proteomics Data Analysis Platform

NAICS

Software Publishers (5132), Computer Systems Design and Related Services (5415), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)

SIC

Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Bioinformatics & Multi-omics Analysis Software (HLAGAJAD)

akta.pro secondary industries

Knowledge Management & Scientific Collaboration / Literature Intelligence (HLAGAJAN), Scientific Data Management & Data Platforms (SDMS/Data Lakehouse for R&D) (HLAGAJAC), Experiment Tracking, Metadata & Model Registry (HDAAABAC), MLOps/LLMOps & Model Lifecycle Management Services (BPAEAHAH)

Keywords

• Proteomics data analysis
• Omics data platform
• Bioinformatics software
• Multi-omics analysis
• Scientific data SaaS

Headquarters

HQ city

Melbourne

HQ country

Australia

HQ region

Oceania

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations

Revenue model

1. SaaS Subscription: Annual subscription plans for access to Mass Dynamics platform. Includes experiment processing capacity, storage, and platform features. Upgrades available mid-subscription. Raw file processing available as separate package.
2. Enterprise Access Package: Additional package offering Single Sign-On (SSO) and API access for enterprise customers requiring enhanced security and programmatic control.
3. Raw File Processing Services: Processing of raw DDA or DIA experiment files available as separate paid service, bookable via session.

Pricing tiers

Go-to-market motion2 records

Distribution channels4 records

Marketing channels8 records

Core offering

Mass Dynamics is a cloud-based SaaS platform that enables scientists to analyze proteomics, transcriptomics, metabolomics, and phenotype data directly in a browser or via API, without requiring bioinformatics pipeline development. The platform unifies a visual workspace, a RESTful API with Python client, and an Agent Pack that lets MCP-compatible AI agents operate on live omics data, with automated QC, differential expression analysis (limma, edgeR, DESeq2), pathway enrichment (Reactome, STRING), and version-controlled reproducible workflows.

Product overview

Mass Dynamics is a unified, web-based omics analysis platform built around three access modes — a visual browser interface for scientists, a RESTful API and Python client for bioinformaticians, and an Agent Pack enabling AI agents (Claude, Cursor, Codex) to work on live workspaces. The platform supports proteomics, transcriptomics, and metabolomics data analysis through end-to-end workflows including quality control, normalization, differential expression (via limma, edgeR, DESeq2), pathway enrichment (Reactome, STRING), biomarker discovery, and dose response analysis. Deployment options include standard cloud-hosted SaaS, a segregated application with dedicated database, and customer-managed cloud deployment on AWS. Optional add-ons include the Enterprise Access Package (SSO + full API), Custom Workflow (custom R/Python sandbox), and MD+ onboarding service. The platform accepts pre-processed tabular data from MaxQuant, DIA-NN, Spectronaut, and Bruker ProteoScape, and also supports custom generic formats and specialized formats for Olink, SomaLogic, and generic omics data.

Differentiator

Problem solved

Functional benefit

Products and services

• Mass Dynamics Platform (Browser Interface) A web-based SaaS platform for omics data analysis, enabling scientists to upload pre-processed proteomics, metabolomics, and transcriptomics data, run automated QC, statistical analysis, and visualizations entirely in a browser without writing code. Designed for omics scientists, biologists, and bioinformaticians working in pharmaceutical, biotech, and academic research settings.
• Mass Dynamics API and Python Client

Quantifiable outcome

• Quality-controlled results in minutes
• +2 more outcomes

Named customers17 records

Segments4 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration9 records

AI capability9 records

Feature8 records

Partnerships

Six partnerships are on record, tiered core.

• AWS (Amazon Web Services)coreTechnology or IntegrationAll services run in AWS cloud infrastructure. AWS data centres provide physical infrastructure with certifications including ISO 27001, PCI/DSS Service Provider Level 1, SOC II compliance. No own DNS servers, routers, load balancers, or physical servers.
• BrukercoreTechnology or IntegrationInstrument vendor partnership for ProteoScape TIMS DIA-NN integration. Mass Dynamics supports upload of Bruker ProteoScape processed results including report.tsv and log.txt files.
• DIA-NNcoreTechnology or IntegrationThird-party proteomics processing software. Mass Dynamics auto-detects DIA-NN output files (*.pg_matrix.tsv, *.pr_matrix.tsv, *.log.txt) and supports *.report.parquet for PTM localization. DIA-NN is free open source software.
• MaxQuantcoreTechnology or IntegrationThird-party proteomics processing software. Mass Dynamics auto-detects MaxQuant DDA protein level TMT and LFQ processed results (proteinGroups.txt, summary.txt).
• SpectronautcoreTechnology or IntegrationThird-party DIA processing software. Mass Dynamics provides custom export schemas for lightweight peptide+protein or protein-only uploads, in addition to BGS Normal Report support.
• limmacoreTechnology or IntegrationR/Bioconductor package for differential expression analysis. Core statistical engine powering proteomics and transcriptomics differential abundance analysis in Mass Dynamics.

Scale indicators1 record

Recent moves6 records

Expansion highlights6 records

Direct peers

• Genedata: Enterprise biopharma R&D informatics platform covering omics, screening, and biologics data analysis. Closely comparable to Mass Dynamics as a paid informatics layer for pharma discovery teams, though broader in scope across modalities and earlier in life-cycle.
• Dotmatics: Scientific R&D informatics suite used by pharma/biotech for workflows spanning biology, chemistry, and omics data. Comparable as a SaaS discovery platform serving biologists and bioinformaticians with shared workspaces and version-controlled analyses.
• DNAnexus: Cloud-based bioinformatics data analysis and collaboration platform for genomics and multi-omics. Comparable architecture (cloud SaaS on AWS, federated enterprise deployment, API-first) and similar enterprise-pharma target customers.
• Velsera (formerly Seven Bridges): Cloud genomics and multi-omics analysis platform supporting researchers and clinical customers with workflow engines and shared workspaces. Direct competitor on cloud-hosted, API-driven omics analysis for pharma and academic consortia.
• Qlucore: Omics data visualization and statistical analysis software (proteomics, transcriptomics, metabolomics). Closely comparable on multi-omics statistical workflows, visualization-first UI, and life-sciences researcher target users.
• Proteome Software: Makers of Scaffold for proteomics analysis and visualization. Direct competitor in proteomics-specific analysis software for discovery researchers, though largely desktop-bound rather than cloud-native SaaS.

Broad incumbents

• Benchling: Life sciences R&D cloud platform spanning ELN, LIMS, molecular biology, and workflow tools. Larger incumbent in scientific SaaS with overlapping enterprise pharma customers, though its core is wet-lab data capture rather than omics analytics.
• Illumina (BaseSpace + Illumina Connected Analytics): Major genomics instrument vendor operating cloud analysis platforms (BaseSpace, ICA) for sequencing data. Tangentially comparable as a vendor-tied cloud analysis environment, though currently weaker in proteomics than in NGS.

Emerging players

• MetaboAnalyst: Web-based statistical analysis platform for metabolomics and multi-omics. Overlaps with Mass Dynamics on metabolomics/statistical workflows for omics scientists; free academic tier makes it an indirect competitor for budget-constrained labs.

Others

• Olink: Proteomics assay provider for high-multiplex biomarker panels, integrated with Mass Dynamics for downstream analysis. Listed as a partnership/tier-alignment peer rather than a direct competitor — represents the assay-vendor side of the proteomics stack.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/massdynamics
• Xx.com/massDynamicsCo

Compliance5 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds4 records

Investors6 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Mass Dynamics