neptune.ai is an experiment tracking platform purpose-built for foundation models, enabling organizations to monitor thousands of per-layer metrics—including losses, gradients, and activations—at any scale. The platform offers real-time visualization with no lag or missed spikes, providing tools for users to drill down into logs, debug training issues quickly, and keep model training stable while reducing wasted GPU cycles. Learn more at neptune.ai.
How does neptune.ai help its users?
neptune.ai solves the complex challenge of tracking and managing experiments in large-scale AI and machine learning projects, especially those involving foundation models. Its platform lets teams visualize and analyze training data at granular levels, making it easier to identify issues, optimize model performance, and accelerate the development of high-quality AI systems. The real-time metrics and visualizations are designed to catch anomalies instantly, supporting faster debugging and more efficient use of computing resources.
Who uses neptune.ai?
neptune.ai is trusted by organizations at the forefront of AI research and development. Its customers range from innovative startups to global enterprises and research groups, including:
- OpenAI
- Samsung
- Roche
- Ginkgo Bioworks
- Poolside
- Bioptimus
- Prior Labs
- InstaDeep
- KoBold Metals
- Heygen
- CAPE Analytics
- HP
- Cradle
- Cinnamon
- Brainly
- Workable
- Achira
- Standard Intelligence
- Hedra
- Navier AI
- Continuum Industries
- Paretos
- Artera
- BGU Research Group
- Veo
- Elevatus
- Waabi
This diverse set of users reflects neptune.ai's focus on supporting advanced AI development across industries including biotech, manufacturing, analytics, and generative AI.
What makes neptune.ai unique?
neptune.ai differentiates itself by offering experiment tracking specifically designed for the scale and complexity of foundation model development. Its platform emphasizes:
- Monitoring thousands of metrics per model layer
- Real-time, lag-free visualization and debugging
- Efficient GPU resource utilization
- Scalability to handle the largest AI training workloads
Additionally, with the introduction of Neptune Scale (currently in beta), the platform is expanding its capabilities for monitoring and debugging large-scale foundation model training even further.
What is the latest news from neptune.ai?
A key recent milestone is the publication of the 'State of Foundation Model Training Report 2025,' offering in-depth insights into trends, challenges, and future directions in foundation model training. Neptune.ai also recently launched Neptune Scale in beta, a new product designed to enhance monitoring for large foundation model projects.
Who leads neptune.ai?
neptune.ai is led by Piotr Niedźwiedź (CEO & Founder), Paulina Prachnio (Chief Revenue Officer), Jakub Czakon (Chief Marketing Officer), and Magdalena Puchała (Chief Financial Officer). Their combined expertise spans AI, business operations, and go-to-market strategy. More about their leadership and mission can be found on the About Us page.
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