FROM RAW NEWS TO
REAL IMPACT EVENTS

JeruHills is an Israel-centric AI media startup. We deliver daily digests of high-signal events from multilingual news—filtered by AI, verified by expert editors. Readers get structured event intelligence focused on Israel and global topics related to Israel.

JeruHills is currently in private beta. Product access is limited to internal test users. This page is the public product overview for verification and program review.

01

HOW IT WORKS: REAL TESTED 24H CYCLE

STAGE 01
1,500
RAW NEWS
Telegram, RSS, Web. Unstructured multilingual news.
STAGE 02
700
CLEAN & RELEVANT
Deterministic cleanup & Gemini 2.5 Flash Lite relevance filter.
STAGE 03
600
ROUTED & TRANSLATED
Gemini 3.1 Flash Lite thematic arbitration across 13 topics.
STAGE 04
520
STRUCTURED CARDS
Gemini 3.5 Flash converts text to structured source objects.
STAGE 05
160
VECTOR CLUSTERS
Gemini-embedding-2 (3072 dim) finds semantic event clusters.
STAGE 06
115
FINAL EVENTS
Deduplicated, augmented events with real-world impact.

Rounded numbers from a tested 24h cycle, shown for easy reasoning about the pipeline effect. From 1,500 raw news items, the end user receives 115 high-quality real events.

02

WHAT THE READER GETS

Each reader chooses the topics that matter to them.

Israel: Domestic PoliticsIsrael: Foreign PolicyJudea & SamariaIsrael: Security & WarIsrael: EconomyIsrael: Tech & AIIsrael: CultureIsrael: ReligionIsrael: DemographicsAmericaEuropeWorld EconomyWorld Tech & AIIsrael: Domestic PoliticsIsrael: Foreign PolicyJudea & SamariaIsrael: Security & WarIsrael: EconomyIsrael: Tech & AIIsrael: CultureIsrael: ReligionIsrael: DemographicsAmericaEuropeWorld EconomyWorld Tech & AI

Once every 24 hours, JeruHills delivers a concise document by email and keeps the same daily feed available in the personal cabinet.

No fluff. No duplicated noise. No cheap talk. Only high-signal events with facts, consequences, and real-world impact.

Choose Topics
Readers follow only the areas that matter to them.
Daily Document
A clean email digest arrives once every 24 hours.
Personal Cabinet
The same day's event feed stays available inside the user account.
High-Signal Events
Each item focuses on facts, consequences, and real-world impact.
03

AI AGENT ROLES (45 SPECIALIZED ROLES)

gemini-2.5-flash-lite x1
Relevance Engine
Filters noise and non-news
gemini-3.1-flash-lite x15
Routing & Arbitration
1 Router, 13 Arbiters, 1 Coordinator
gemini-2.5-flash-lite x1
Language Translation
Translates source material into the working editorial language
gemini-3.5-flash x13
Source Card Creators
Domain-specific structuring
gemini-embedding-2 x1
Vector Embedding
3072-dimension semantic vectors
gemini-3.5-flash x14
Event Editors & Audit
13 Event builders, 1 Cross-topic auditor
04

NATIVE TO GOOGLE CLOUD

BUILT ON GCP & GEMINI

JeruHills operates fundamentally on Google infrastructure. We combine the determinism of Node.js Cloud Functions with the reasoning capabilities of Gemini Flash/Lite models. State is maintained via rapid Firestore operations, while auditable, versioned payloads reside permanently in Cloud Storage.

Cloud Functions gen2
Serverless Node.js orchestrator
Firestore
Operational control & status layer
Cloud Storage
Auditable, versioned asset pipeline
Cloud Build / Artifact Registry
CI/CD & Deployment
Secret Manager & IAM
Zero-trust service boundaries
Firebase Auth
Secure editorial access