Research prototype. Synthetic data and simulated payments only — not an official or production security service. Limitations

Terms

Terms of use for the prototype

  • Tumaini is provided for evaluation as part of UAE Hackathon 2026, “as is”, without warranty. Do not rely on it for real financial, legal or safety decisions.
  • Upload only synthetic content or content you have the right to use. Do not upload other people’s personal data or real banking details.
  • Do not attempt to attack infrastructure beyond the published sandbox and demo flows; rate limits apply.
  • Results are probabilistic or depend on demo trust lists. Always verify through official channels.
  • Open-model and dataset licences are listed in the repository documentation.