Shraga is a domain-trained AI agent that automates the workflows consuming Israeli insurance agencies every day — renewals, follow-ups, campaigns — so agents can do what humans do best.
The market is fragmented across dozens of disconnected insurer portals, each with its own login, its own format, its own quirks. No unified workflow. No automation. Just people.
Shraga isn't a generic AI wrapper. It's trained on insurance domain knowledge, connected to the real systems agents use every day, and capable of completing tasks end-to-end without human intervention.
Two production-ready automation modules. More in development.
Shraga scans the full client portfolio, flags upcoming renewals, contacts clients at the right time, and navigates insurer portals to complete renewals — without any human in the loop.
Shraga identifies cross-sell opportunities and seasonal windows in the client base, generates Hebrew-language outreach, and executes campaigns — turning passive data into active revenue.
Incoming policies, claims, and correspondence are automatically read, classified, and linked to the right client — eliminating the manual filing that buries agency staff every morning.
Every layer of Shraga is architected to run on Google Cloud — from the AI core to the automation workers.
Shraga routes tasks to specialized models depending on context — document parsing, Hebrew text generation, decision logic, and portal navigation each use the right model for the job. The orchestration layer runs on Cloud Run with per-request auto-scaling, enabling Shraga to handle agency-wide workloads without pre-provisioned infrastructure.
A Playwright-based worker fleet navigates Israeli insurer portals autonomously — logging in, extracting data, and submitting renewals across every major system without screen-scraping fragility.
A FastAPI Python backend handles workflow orchestration, with PostgreSQL for structured policy data and Cloud Storage for documents — designed for real-time multi-agency operation.
Israel's insurance sector is large, fragmented, and completely underserved by modern software.
Looking for early agency partners and cloud infrastructure support. If you believe AI should be doing this work, let's talk.
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