Brainstorm: Hello World 👋🏽
Hey indie hackers!
I'm excited to share Brainstorm with you - a model-agnostic AI safety testing platform we've been building to help ensure AI models meet regulatory requirements and safety standards.
Why We Built This
As AI adoption accelerates, the need for robust safety testing has never been more critical. Whether you're deploying open-source models or building on top of commercial APIs, ensuring your AI systems are safe, fair, and compliant isn't just good practice — it's increasingly becoming a regulatory requirement.
We saw that many teams were cobbling together ad-hoc testing solutions, with no standardised way to validate AI systems across a comprehensive set of safety criteria. Brainstorm is our answer to this challenge.
What Brainstorm Does
Brainstorm lets you test any AI model against a comprehensive suite of safety and compliance tests, spanning:
Technical Safety - Tests such as robustness against adversarial attacks, prompt injections, and data extraction attempts
Fairness & Bias - Ensure your model performs consistently across demographic groups
Regulatory Compliance - Verify adherence to current & emerging AI regulations
Privacy Protection - Check for proper handling of personally identifiable information
Fully Integrated - Fully compatible with CI/CD and ML Ops tools, enabling frictionless integration into your development cycle.
Model Agnostic - Fully customisable to your model - test any model in any context providing comprehensive safety and compliance coverage
and much more!
Features We've Built So Far
🔍 Model Configuration - Connect and test any NLP model using custom adapters for all potential data modalities
🧪 NLP Test Suite- Choose from our comprehensive test categories or create custom test configurations to fit your needs
📊 Results Dashboard - Visualise test outcomes and scores across categories with intuitive metrics
📈 Test History - Track model improvements over time with historical test results
📝 Detailed Reports - Generate comprehensive reports for stakeholders and regulators
What's Coming Next
We're counting down to launch 🚀 with a few more features in the pipeline:
Expanding into other data modalities such as vision and audio
Advanced attack simulation capabilities
Automated compliance certifications for popular regulatory frameworks
API integration for CI/CD pipelines
No-code interfaces
And some other secret bits!
Join Our Journey
We're looking for early adopters to try Brainstorm and provide feedback as we prepare for launch. If you're working with AI models and want to ensure they're safe, fair, and compliant, we'd love to hear from you!
💬 Comment below if you're interested in early access or have questions 🔗 Check out our website at [brainstorm.ai] for more details
P.S. We're launching on 14th April 2025! Follow us to stay updated on our journey.
