Process Optimisation
What changes when legacy modernisation work runs through LegacySafe AI instead of manual, ad-hoc document review. Numbers below reflect this hackathon's demo scenario, not a production benchmark.
Before vs. with LegacySafe AI
Manually finding which documents, systems, and teams are affected by a modernisation question — while respecting who's allowed to see what — typically means a human analyst reading through mixed-sensitivity material by hand, over days or weeks, with no consistent audit trail. LegacySafe AI answers the same question in seconds, names exactly which evidence was used and which was withheld, and logs the decision automatically.
Metrics
- Manual system analysisreduced from weeks to minutes in demo scenario
- Permission leakage0%
- Blocked restricted sourcesvisible
- Revocation propagationpassed
- Audit coverage100%
- Provider receives blocked contextnever
- Prompt injection treated as document contentpassed
Live from this demo project
- Source documents ingested13
- Audit log entries generated so far19
Every entry above came from an actual ask, permission_demo, or
revoke action in this session — see Audit Logs.