Strategic Collaboration Intelligence System

Self-Improving Business Development Agent

v2.4.1
Active

Strategic Profile

Agent Configuration Parameters

Target Sectors

AI, Fintech

Budget Tier

High

Strategic Objective

Corporate & Government Partnerships

Priority Exposure

National & Regional Events

LLM

Profile generated using LLM analysis (Amazon Bedrock)

Market Intelligence Signals

AI
Emirates Bank – AI Transformation Campaign
Urgency LevelHigh
Budget SignalStrong

Source: Public Campaign Announcement

Fintech
Dubai FinTech Summit 2026
Urgency LevelHigh
Budget SignalMedium

Source: Event Exhibitor List

Retail
Retail Expo 2026
Urgency LevelMedium
Budget SignalLow

Source: Event Website

LLM

Signals extracted and summarized using LLM + embeddings (Amazon Bedrock)

Alignment & Scoring Engine

Opportunity Alignment Matrix
OpportunitySector MatchUrgency ScoreBudget MatchAlignment ScorePriority
Emirates AI Campaign18/101
94%
High
FinTech Summit19/101
97%
High
Retail Expo06/100
18%
Low
Scoring Weights

Sector Weight

40%

Urgency Weight

30%

Budget Weight

30%

Total: 100%

ALGO

Alignment calculated using embedding similarity + weighted scoring logic

Adaptive Learning & Feedback Loop

Feedback Actions

Emirates AI Campaign

AI
Priority: High

FinTech Summit

Fintech
Priority: High

Retail Expo

Retail
Priority: Low
RL

Weights stored in analytics layer (ClickHouse) and refined via reinforcement logic

Reports

Executive briefing reports will be generated here.

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