The problem
Small teams drown in logs and miss the few events that matter, and black-box alerts give them no idea what to do next.
What to build
Create a tool that learns normal behaviour from logs, highlights unusual sequences and explains each alert with context and suggested first steps.
Success looks like
Top alerts that analysts judge useful in review, with each alert traced back to the original log lines.
Suggested technologies
- Log parsing
- Anomaly detection
- Sequence models
- Explainability
- SIEM integration
An original, independent statement. It is not an official Smart India Hackathon problem statement, and Arventiq Labs is not affiliated with or endorsed by that programme. The scenario is illustrative and does not describe any specific organisation. Free to use with credit.