Innovate
We develop open, useful and auditable tools. AI is a means; people and ethics remain the goal.
Innovation tracks
- Detection and correlation pipelines across multiple sources.
- Assisted qualification (NLP), summarization and translation.
- Real-time dashboards, alerting and integrations.
- Strengthened accessibility (a11y) and internationalization.
Responsible AI
- Model evaluation, bias management and red teaming.
- Decision traceability and systematic human oversight.
- Data minimization and anonymization.
- Publication of limits and residual risks.
Open and sustainable
- Open-source code, documentation and guided contribution.
- Interoperability through APIs and open standards.
- Footprint measurement (cost/energy) and continuous optimization.
Build with us
Join our open-source efforts and help make our tools robust.