Local raw-data analysis
Uploaded CSV contents are parsed and analysed in the browser in this phase.
SECURITY MODEL
Minimise what we need to receive.
The Phase 4 scanner processes raw CSV contents inside the browser. The local prototype has no backend receiving those raw files.
No AI dependency
The savings engine uses deterministic rules and calculations. No LLM receives customer data.
No automatic changes
The product produces review recommendations. It does not automatically remove, downgrade or reassign licences.
Production work remains
Real authentication, billing, cloud storage, access control, incident procedures and security testing must be completed before production launch.
This page describes the current architecture. It must not be represented as ISO 27001, SOC 2 or any other certification unless that certification is actually obtained.