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Documentation Index

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AI-Powered Agricultural Risk Intelligence

Comprehensive risk assessment platform for agricultural SMEs in Kenya. Upload business plans, analyze risk across 7 dimensions, and generate actionable reports with multi-agent AI.

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Quick Start

Get up and running with the Risk Intelligence Tool in minutes

1

Set up your account

Contact your administrator to create your user account and receive your credentials. Admins have full access to user management and prompt configuration.
The platform uses AWS Cognito for authentication. You’ll receive a temporary password that must be changed on first login.
2

Create your first assessment

Log in and navigate to Assessments → New Assessment. Provide basic information about the agricultural SME you’re evaluating.
Example Assessment Data
{
  "sme_name": "Green Valley Farms Ltd",
  "sector": "Agriculture",
  "location": "Nakuru, Kenya",
  "assessment_date": "2026-03-04"
}
3

Upload business plan documents

Upload the SME’s business plan in PDF or DOCX format. The AI pipeline automatically extracts relevant data across all risk dimensions.
Supported formats: PDF, DOCX. Maximum file size: 10MB per document.
4

Review risk analysis and generate report

The system analyzes the business plan across 7 risk categories (Financial, Climate-Environmental, Behavioral, Operational, Market, Governance & Legal, Technology & Data). Each category contains 5 subcategories scored as High, Medium, or Low risk. Once complete, download the comprehensive PDF report with traffic-light indicators.
Sample Risk Score Response
{
  "assessment_id": "a1b2c3d4-e5f6-7890-abcd-ef1234567890",
  "overall_risk_level": "MEDIUM",
  "risk_categories": {
    "financial": {
      "score": "MEDIUM",
      "subcategories": {
        "revenue": "LOW",
        "costs": "MEDIUM",
        "credit": "HIGH",
        "liquidity": "MEDIUM",
        "capital": "LOW"
      }
    }
  },
  "generated_at": "2026-03-04T10:30:00Z"
}

Core Features

Everything you need to assess agricultural risk profiles

Risk Assessment Workflow

Create assessments, upload documents, and track analysis progress with real-time status updates

7-Dimensional Risk Scoring

Comprehensive scoring across financial, climate, behavioral, operational, market, governance, and technology domains

Multi-Agent AI Analysis

AWS Bedrock-powered pipeline with 9 specialized agents and 7 knowledge bases for document parsing and risk evaluation

PDF Report Generation

Generate professional reports with traffic-light risk indicators, summaries, and actionable recommendations

User Guides

Step-by-step instructions for common workflows

Creating Assessments

Learn how to create new assessments, upload documents, and initiate AI analysis

Read guide

Managing AI Prompts

Configure and version AI prompts for document parsing, gap detection, and risk scoring

Read guide

User Management

Add users, manage permissions, and configure admin access with AWS Cognito

Read guide

Interpreting Risk Results

Understand risk scores, traffic-light indicators, and how to act on assessment findings

Read guide

Risk Model

Explore the 7-category risk framework with 35 indicators

Financial Risk

Revenue, costs, credit, liquidity, and capital structure assessment

Climate & Environmental

Weather exposure, adaptation, water, biodiversity, and carbon footprint

Behavioral Risk

Management competence, governance, compliance, innovation, and stakeholder relations

Operational Risk

Supply chain, production, technology, HR, and quality control

Market Risk

Demand, competition, pricing, distribution, and regulatory environment

Governance & Legal

Legal structure, contracts, IP, compliance, and reporting

Technology & Data

IT infrastructure, data management, cybersecurity, and analytics

Risk Model Overview

Complete framework documentation and scoring methodology

Ready to assess agricultural risk?

Start using the Risk Intelligence Tool to evaluate SME business plans with AI-powered analysis

Get Started

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