MIN
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🎯
Active — MIN Agent

RAQIB

Delivers board-level portfolio intelligence in Arabic and English — in 60 seconds

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The Problem

CEOs and boards receive monthly portfolio reports that are 40 pages long, written in English, and arrive 3 weeks after month-end. By the time decisions are made, the market has moved.

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The Solution

RAQIB synthesises all 10 MIN agent outputs into a concise bilingual executive brief — highlighting the top 5 risks, top 5 opportunities, and a recommended action plan — delivered in 60 seconds.

Business Impact Metrics
60s
Report Generation Time
10 agents
Data Sources Synthesised
100%
Bilingual Coverage
Live Data Flow
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All 10 Agents
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Portfolio DB
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RAQIB LLM
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Board Brief
Before vs After MIN
Without RAQIB

40-page monthly reports — unread

English-only — no Arabic board brief

3-week delay after month-end

No cross-agent intelligence synthesis

With RAQIB

60-second bilingual executive brief

Top 5 risks + top 5 opportunities

Real-time synthesis of all 10 agents

Board-ready Arabic and English format

How RAQIB Works — Step by Step
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01Multi-Agent Data Synthesis

RAQIB ingests outputs from all 10 MIN agents — ZARA's spend data, HARIS's AML flags, WAFI's churn signals, and more.

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02Risk & Opportunity Identification

Identifies the top 5 portfolio risks and top 5 revenue opportunities from the combined agent intelligence.

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03Executive Brief Generation

Generates a concise bilingual executive brief with clear headlines, supporting data, and a recommended action plan.

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04Board-Ready Delivery

Delivers the brief as a formatted document ready for board presentation — in Arabic and English, with key metrics highlighted.

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RAQIB gives your board the intelligence they need to act — not a report they'll never read.

CEO Takeaway