SCARO Assist
SCARO Assist is a privacy-split supply-chain risk assistant for India's MSMEs and farmers, who currently fly blind because the risk platforms that could warn them require uploading sensitive supplier lists and purchase r
Core trick
On-device Gemma builds a supplier dependency graph from local documents and matches public disruption feeds locally, sending only coarse domain and region.
Description
SCARO Assist is a privacy-split supply-chain risk assistant for India's MSMEs and farmers, who currently fly blind because the risk platforms that could warn them require uploading sensitive supplier lists and purchase records to someone's cloud.
Cloud-side Managed Agents (Antigravity) continuously gather and verify public disruption intelligence — export bans, port congestion, weather, trade-route blockages — while an on-device Gemma 4 agent reads the user's private business documents locally,
builds their supply dependency graph, and silently matches public threats against it entirely offline; only a coarse domain/region/language ever leaves the device, so the sensitive question "does this affect me?" is answered without the business ever exposing what it actually buys, sells, or depends on.
The linked repo returns 404, so it was deleted or made private.