Free / Open-sourceGuideline-directed medical answers with citations, built for clinicians
Free / Open-sourceGuideline-directed medical answers with citations, built for clinicians
Constellab records 0 monthly visits with 0% month-over-month growth and Contact for Pricing pricing. Cradle records 16,993 monthly visits with -22.3% growth and Contact for Pricing pricing.

Customisable digital labs for sovereign life-sciences data and AI
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | constellab.io | cradle.bio |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 0 (0) | 16.99K (16,993) |
| MoM Traffic Delta | 0 (0%) | -4.88K (-22.3%) |
| Primary Market & Share | 🌐 Global (—) | 🇳🇱 Netherlands (47.6%) |
| Direct Visits / mo | 0 | 6.21K |
| User Rating | 4.6 | 4.5 |
| Supported Platforms | Website | Website |

Customisable digital labs for sovereign life-sciences data and AI
Assemble analysis pipelines from reusable method bricks so scientific workflows are reproducible and easy to share across teams.
Bring together data from instruments, files and external sources into one governed, traceable environment.
Choose cloud, on-premises or edge deployment so sensitive life-sciences data stays where governance requires.
Manage research projects, search across datasets and run analyses from a unified workspace built for scientific teams.

Engineer better proteins, faster, with AI
Start from a target or your own sequence and have Cradle design an optimized plate of candidates informed by your data and domain knowledge.
Improve efficacy, developability, and manufacturability in parallel rather than one property at a time, compressing time to a target profile.
Every round incorporates results from the previous one, so experimental data compounds across campaigns and prior failed programs stay useful.
Everything in the web application is exposed through the API, so computational teams can script campaigns and wire Cradle into existing pipelines.
Free / Open-sourceGuideline-directed medical answers with citations, built for clinicians
Free / Open-sourceGuideline-directed medical answers with citations, built for clinicians

Free / Open-sourceAI-powered UI design and prototyping for product teams
Free / Open-sourceAI-powered UI design and prototyping for product teams
Measure, predict and prevent heart disease with data
Measure, predict and prevent heart disease with data

Decision infrastructure for governed enterprise AI agents
Decision infrastructure for governed enterprise AI agents

Free / Open-sourcePhysics-driven AI that automates PCB placement and routing
Free / Open-sourcePhysics-driven AI that automates PCB placement and routing
Free / Open-sourceReady-made database schemas, sample data and an AI schema designer
Free / Open-sourceReady-made database schemas, sample data and an AI schema designer

Research-led AI development and consulting from Germany
Research-led AI development and consulting from Germany

AI-generated digital twins that make clinical trials smaller, faster, and more informative
AI-generated digital twins that make clinical trials smaller, faster, and more informative

Free / Open-sourceHealth intelligence infrastructure for nutrition and metabolic data
Free / Open-sourceHealth intelligence infrastructure for nutrition and metabolic data

Cloud platform for design-of-experiments and lab automation that turns biological experiments into AI-ready data
Cloud platform for design-of-experiments and lab automation that turns biological experiments into AI-ready data

AI-enabled literature review and evidence management platform trusted by top pharma and medical device teams
AI-enabled literature review and evidence management platform trusted by top pharma and medical device teams

Materials and chemicals AI that turns messy lab data into faster product launches
Materials and chemicals AI that turns messy lab data into faster product launches