Ganymede

What Ganymede does

Ganymede Bio, Inc. is a cloud-based data infrastructure platform purpose-built for life sciences laboratories, connecting laboratory instruments, ELN/LIMS systems, and scientific applications in real time to automate data capture, standardization, and analysis. Its proprietary "Lab-as-Code" technology combines a flow-based web IDE with hundreds of pre-built connectors, enabling scientists to build pipelines that write computed results directly into downstream systems such as ELN, LIMS, and MES without manual intervention. The modular product suite centers on a Platform backbone and includes a GxP compliance module, a Modular Analysis module, and specialized apps for bioprocess, chromatography, and plate-based assays.

Ganymede monetizes through quote-based annual SaaS subscriptions priced per the number of instruments, users, and modules required, with enterprise field sales targeting biotech and pharmaceutical companies supplemented by content marketing (Telescope blog, white papers, webinars) and event-driven demand generation. Named enterprise customers include Solugen, UTC, Terray, Berkley, and Umoja, spanning chemical/biotech, life sciences, and therapeutic development segments. Founded in 2022 by Nathan Clark and Benson Lee, the company raised approximately $15.65 million across two rounds — a $2.9M seed in April 2022 led by SciFi VC and a $12.75M Series A in December 2022 led by Caffeinated Capital — and operated with 11-50 employees headquartered in Palo Alto.

In January 2026, Apprentice.io acquired Ganymede to deliver what the acquirer positioned as the industry's first AI-native platform spanning R&D through commercial manufacturing. Ganymede's Lab-as-Code technology became a core component of Apprentice's manufacturing intelligence platform, and the Ganymede team joined Apprentice's New Jersey-headquartered organization, with the Palo Alto office retained as an engineering and product development hub.

Name

Ganymede

Legal name

Ganymede Bio, Inc.

Website

https://ganymede.bio

Company type

Private

Founded year

2022

Operating status

Acquired

Headcount range

11–50 employees

Short description

Ganymede Bio provides a cloud-based "Lab-as-Code" data infrastructure platform that connects laboratory instruments, ELN/LIMS systems, and scientific applications in real time for biotech and pharmaceutical companies. Its modular SaaS suite automates data capture, standardization, and analysis across R&D and manufacturing workflows, and was acquired by Apprentice.io in January 2026.

Ownership category

akta.pro rank

Product category

Lab Data Integration Platform

NAICS

Computer Systems Design and Related Services (54151)

SIC

Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Electronic Lab Notebooks (ELN) (HLAGAJAB)

akta.pro secondary industries

Laboratory Informatics for Diagnostics (LIS/Middleware/Analyzer Connectivity) (HLAHAAAO), Batch ETL/ELT Platforms (HDAEACAA)

Keywords

• Lab data integration
• Biotech cloud platform
• Lab automation software
• Scientific data infrastructure
• Bioprocess analytics

Headquarters

HQ city

Palo Alto

HQ country

United States

HQ region

North America

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. SaaS Platform Subscription: Cloud-based platform subscription model for laboratory data integration and automation. Pricing is quote-based, tailored to customer requirements including number of instruments, users, and modules required.

Pricing tiers

Go-to-market motion2 records

Distribution channels1 record

Marketing channels6 records

Core offering

Ganymede provides a modular, cloud-based platform that connects laboratory instruments, ELN/LIMS systems, and scientific applications to standardize and unify dry and wet lab data in real time. Its proprietary Lab-as-Code technology enables automated data capture, calculation, and pipeline building against integrated data without human intervention. The platform also offers specialized apps for bioprocess, chromatography, and plate-based assay workflows, with a Scientific AI Agent Platform for process development and manufacturing.

Product overview

Ganymede is a modular cloud platform for laboratory data infrastructure, consisting of a central Platform product that connects lab instruments, apps, and scientific data, supplemented by specialized apps for Bioprocess, Chromatography, and Plate-Based Assays. The Platform integrates hundreds of canned connectors for instruments and ELN/LIMS systems, while the Modular Analysis module provides AI-native flexible analytics tools. GxP adds compliance features for regulated environments. The proprietary Lab-as-Code technology serves as the core automation engine, enabling custom data pipeline building and integration workflows.

Differentiator

Problem solved

Functional benefit

Brands

• Lab-as-Code: Core technology platform enabling real-time scientific data integrations directly from lab instruments to cloud platforms, supporting rapid lab automation and data centralization.

Products and services

• Platform Central cloud platform that connects instruments, apps, and scientific data, providing data infrastructure tools for standardizing and unifying dry and wet lab data with hundreds of canned connectors. Targeted at enterprise biotech and pharma R&D and manufacturing teams.
• GxP GxP-compliant data infrastructure module for regulated laboratory environments, supporting clinical and GxP workflows. Targeted at life sciences companies operating in regulated environments requiring compliance.
• Modular Analysis AI-native flexible data analysis tools enabling automated analysis across instruments and software with real-time visualization of insights and trends. Configurable modules with no heavy IT lift required. Targeted at lab scientists and analysts.
• Bioprocess App Automates upstream and downstream bioprocess data capture from bioreactors, analyzers, and cell counters with real-time visibility and faster optimization. Targeted at bioprocess development and manufacturing teams.
• Chromatography App Accelerates chromatography analysis with control charts and cross-batch modeling capabilities. Targeted at analytical chemists and purification scientists.
• Plate-Based Assays App Unifies plate, ELISA, and qPCR data with curve fit automation and meta-analysis capabilities. Targeted at assay-based research and diagnostic development teams.
• Scientific AI Agent Platform AI agent platform that enables AI-driven insights across R&D, process development, and manufacturing operations through Ganymede Agents that interface with PCs and instruments to capture data with customizable templates.

Quantifiable outcome

• 10x sample throughput improvement for customers
• +5 more outcomes

Named customers5 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration14 records

AI capability7 records

Feature5 records

Partnerships

Four partnerships are on record, tiered core and flagship.

• SciNotecoreTechnology or Integration · 30 November 2023SciNote electronic lab notebook (ELN) and Ganymede Bio partnered to streamline instrument integration and scientific data reporting. The partnership enables automated data flow between SciNote ELN and connected lab instruments through Ganymede's platform.
• Apprentice.ioflagshipStrategic or Co-development Partner · 8 November 2023Ganymede Bio joined Apprentice's Partner Program to enable lab equipment integration with Apprentice's Tempo Manufacturing Cloud. This partnership was a precursor to Apprentice.io's acquisition of Ganymede in January 2026.
• Elemental MachinescoreTechnology or Integration · 3 October 2023Elemental Machines partners with Ganymede Bio to expand digital laboratory connectivity. The partnership enables enhanced environmental monitoring and instrument connectivity integration.
• KytopencoreStrategic or Co-development Partner · 19 September 2023Ganymede Bio and Kytopen partnered to bring cloud-native, structured data to gene-modified cell therapy instruments. The collaboration addresses data integration challenges in advanced therapy manufacturing.

Scale indicators9 records

Recent moves7 records

Expansion highlights6 records

Direct peers

• Benchling: Benchling is a leading cloud-based life sciences R&D platform offering ELN, LIMS, and increasingly native instrument connectivity and workflow automation. Ganymede integrates with Benchling as a partner, and the two compete for the same biotech customer's data infrastructure budget.
• TetraScience: TetraScience provides a cloud-native scientific data cloud and integration platform that connects lab instruments to analytics and AI tools for biopharma R&D and manufacturing. It is the closest direct competitor to Ganymede's Lab-as-Code middleware approach.
• LabVantage Solutions: LabVantage is an established LIMS vendor serving life sciences, biotech, and pharma laboratories. Ganymede integrates with LabVantage via data pipelines, and both target the same regulatory-grade lab data management use cases.
• Dotmatics: Dotmatics offers an R&D scientific platform spanning ELN, LIMS, and data analysis for life sciences. It competes with Ganymede for unified lab data infrastructure budgets across discovery and development workflows.
• Scitara: Scitara provides a Scientific Integration Platform (SIP) purpose-built to connect lab instruments, software, and data systems in life sciences. It directly overlaps Ganymede's instrument connectivity and data standardization offering.

Emerging players

• Elemental Machines: Elemental Machines offers IoT-based environmental monitoring and instrument connectivity for labs. Ganymede has a formal partnership with Elemental Machines, but the companies overlap in instrument data capture and lab digitalization.
• HighRes Biosolutions: HighRes Biosolutions provides automated lab robotics and integration of hardware and software components in wet labs. A Ganymede product manager previously worked there, reflecting the shared lab-automation DNA, though HighRes focuses on physical robotics rather than data plumbing.

Broad incumbents

• Apprentice.io: Apprentice.io is the manufacturing execution and intelligence platform that acquired Ganymede in January 2026. Its Tempo Manufacturing Cloud now incorporates Ganymede's Lab-as-Code technology, making it both parent and complementary platform spanning R&D through commercial manufacturing.
• Veeva Systems: Veeva provides a broad suite of cloud software for life sciences including Vault CDMS, quality, and regulatory products. While not a direct ELN/instrument integration competitor, Veeva is the dominant life-sciences enterprise software incumbent Ganymede ultimately competes with for IT budget.
• BIOVIA (Dassault Systèmes): BIOVIA provides scientific informatics solutions including ELN, LIMS, and laboratory data management for life sciences and chemicals. It is a broad incumbent in lab informatics with overlapping capability to Ganymede's data integration and analysis platform.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks3 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/ganymede-inc
• Xx.com/GanymedeBio

Revenue estimate

Valuation estimate

Number of profiles

Profiles6 records

Funding overview

Funding rounds3 records

Investors3 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 Ganymede