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Climate Risk Management

AI-Assisted Workflows for Climate & Disaster Risk Teams: Institutional Edition

Institution-grade AI applied to the weekly work of sovereign risk financing, parametric insurance, hydromet data pipelines, and donor-funded M&E. Designed for data analysts, GIS/hydromet officers, and technical teams at DRM-focused organisations, national met services, etc. Focus: remove repetitive scaffolding around real analytical work — not generic AI literacy.

intermediate
13 lessons
0 enrolled

Course Materials

Downloads & practice files

Enroll in this course to download practice workbooks, datasets, and checklists.

Institutional Prompt Library Starter (Copy & Adapt)

Template

Taxonomy and starter prompts for pipelines, validation, geospatial, documentation, and stakeholder communication.

promptslibrarytemplates
Locked

Data Sensitivity One-Pager for Risk Teams

Checklist

What must never leave the institutional boundary when using external AI tools.

securitygovernance
Locked

Capstone Workflow Note Template

Template

One-page structure for the Module 7 deliverable: task, prompts, off-limits data, owner.

capstonetemplate
Locked

Background: Parametric Insurance & Sovereign Risk Financing (overview)

Article

Optional external reading for teams newer to parametric products and risk pools.

parametricsovereign-risk
Locked

Validation Checklist Categories (Quick Reference)

Checklist

Input completeness, domain edge cases, units/CRS, calibration design, output sanity, reproducibility.

validationqa
Locked

Course Curriculum

1.1 What This Course Is (and Is Not)

Preview14 min

1.2 How to Use This Course as a Team

10 min

2.1 Boilerplate First, Domain Logic Second

14 min

2.2 Walkthrough: Rainfall Pipeline for a Named Storm Event

12 min

3.1 Checklists Before Calibration Runs

14 min

3.2 Walkthrough: Crop/Drought Model Calibration Checklist

12 min

4.1 Schema and Chart Config Before the Data

14 min

4.2 Walkthrough: From Brief to Draft Schema and Charts

11 min

5.1 From Technical Notes to Donor-Facing Draft

14 min

5.2 Walkthrough: Multi-Institution Work Plan to First Draft

11 min

6.1 Organising Prompts the Team Will Actually Reuse

12 min

7.1 Four Institutional Patterns

16 min

8.1 Document the Workflow You Will Change

12 min
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Instructor
B

Blessing SIWELA

Course Creator