The Starseer Platform
Our integrated suite of AI interpretability tools makes understanding model behavior accessible to everyone — no PhD required.
The RosettAI Stone
Just as the Rosetta Stone was the key to deciphering ancient Egyptian hieroglyphics, our platform serves as the crucial interface between complex AI internals and human-understandable insights.
Starseer brings together multiple views of AI systems, translating between the mathematical language of neural networks and actionable business insights that anyone can understand.
Key Capabilities:
- ✓ Visual exploration of model internals
- ✓ Real-time model instrumentation
- ✓ Human-centered explanations of AI behavior
- ✓ Forensic analysis of model decisions
Astraloom
Our interpretability frontend designed for everyone
Astraloom provides an intuitive interface to explore and understand AI models. It's designed to be approachable whether you're a seasoned AI researcher or new to the field.
Features:
- • Interactive visualization and investigation
- • Debugger level of control on model operations
- • Research integration with curated knowledge streams
- • Integration with HuggingFace for easy model and dataset management
Graph View
Visualize model architecture with intuitive exploration
Our Graph View provides a familiar interface for reverse engineers, yet is simple enough for anyone to pick up and explore. Navigate through model layers, neurons, and connections with ease.
Features:
- • Interactive navigation of model architecture
- • Zoom and group capabilities for complex models
- • Attribute inspection and modification
Observatory
Our high-performance backend for model analysis
Observatory is our custom backend focused on
performance, safety, and repeatability. Collect,
observe, or debug any aspect of your AI model with
functionality to give you control.
Want our functionality in your workflow? No problem,
our API makes it easy to integrate.
Capabilities:
- • Collection of activations at any layer
- • Modification of values during inference (think of this as inception!)
- • Customize models with inserted functionality
- • Support for many model architectures and formats
Use Cases
Discover how Starseer empowers organizations across different domains
Research & Analysis
- ✓ Optimize model performance with targeted improvements
- ✓ Speed up R&D cycles by deciphering AI efficiencies
- ✓ Conduct detailed evaluations
AI Security
- ✓ Identify vulnerabilities to adversarial attacks
- ✓ Custom Internal Model Detections
- ✓ Look for Neural Backdoors
Risk Management
- ✓ Comprehensive model attack surface mapping
- ✓ Detailed model investigations for security
- ✓ Compliance documentation and auditability
Integration & Deployment
Flexible deployment options to meet your organization's needs
On-premises
Secure deployment within your private infrastructure, with full control over data and models.
SaaS (Coming Soon)
Rapidly deploy and scale with our cloud-based solution, with enterprise-grade security and compliance.
Multi-model
Support for a wide range of model architectures and frameworks, from small specialized models to frontier LLMs.
Technical Details
A closer look at how Starseer enables unprecedented visibility into AI models
Starseer supports a wide range of model architectures and frameworks:
- Transformer-based language models (BERT, GPT, T5, etc.)
- Convolutional neural networks for computer vision
- Multimodal models (vision-language models)
- Custom architectures and specialized models
Our platform works with many popular deep learning frameworks (and more to come!):
- PyTorch
- TensorFlow
- ONNX Runtime
- Safetensors / Transformers
Starseer provides comprehensive API access for integration with your existing ML pipelines and workflows. Our APIs enable programmatic access to all platform capabilities.
Enterprise-grade security measures are built into the platform:
- End-to-end encryption for data in transit and at rest
- Granular role-based access controls
- Audit logging and compliance reporting
- Support for air-gapped environments
Observatory is designed for high performance analysis with minimal overhead, enabling real-time monitoring and analysis.
Extensive customization options allow you to tailor the platform to your specific needs:
- Custom instrumentation points
- Extensible visualization components
- Domain-specific analysis templates
Who We Serve
Starseer is designed for organizations that need deeper insights into AI systems
Defense & Intelligence
Agencies requiring secure, on-prem solutions for analyzing sensitive AI systems and detecting adversarial threats.
AI Security Teams
Security specialists building robust defenses against model manipulation, adversarial attacks, and data poisoning.
High Assurance Verticals
Trust is a must in enterprises where AI decisions can have big impact.
Model Builders
AI engineers and researchers seeking to understand model behavior, optimize performance, and accelerate development cycles.
Ready to See Inside the Black Box?
Get early access to Starseer's platform and be at the forefront of AI interpretability