Crisis & Disaster Intelligence Powered by Inkanyamba

The Disaster Cycle

One connected decision system — from baseline conditions through shock, response, assistance, recovery, and governance.

Preparedness & Warning

01Baseline & Preparedness What normal looks like before a shock. Locality profiles, infrastructure, markets. 02Early Warning Signals that feasibility assumptions may be changing before the shock fully lands. 03Emergency Response What changed, what broke, and which delivery constraints are now binding.

Response & Recovery

04Humanitarian Assistance Where the cycle becomes a delivery decision. Cash, vouchers, in-kind, hybrid. 05Recovery & Transition When constraints shift and the modality question changes again.

Analyses & Evidence

Structured feasibility assessments by context. Every verdict is traceable to evidence, scored against five constraint dimensions, and fully auditable.

Analyses

All Analyses Feasibility assessments by context, modality set, and constraint profile. Publication Standards Rules governing what gets published, how, and under what caveats.

Evidence

Evidence Method How sources are selected, assessed, weighted, and applied to scoring. Source Index 14 sources tracked. 12 QA passed. Full index with confidence notes.

Engine & Framework

Deterministic. Reproducible. Auditable. Every result can be re-run from the same inputs and will return the same output.

◆ Inkanyamba

Named after a storm-force from Southern African tradition — Inkanyamba appears when systems are under stress and decisions cannot wait. That is exactly the context this engine is built for.

Engine

How Scoring Works How INKANYAMBA computes feasibility verdicts across five constraint dimensions. Input / Output Contract What the engine accepts and what it returns as structured output.

Framework

Feasibility Dimensions Access · Market · Financial · Regulatory/Operational · Protection Classification Logic How dimension scores produce verdicts — Feasible, Conditional, Constrained, Not Advised.

About CDI

A crisis and disaster decision-intelligence platform. Built for judgment under pressure, not for reporting after the fact.

Project

Mission What CDI is built to do — and what it explicitly is not. Governance & Corrections How errors are identified, corrected, and logged publicly. Blog Updates, method notes, and field observations from the CDI project.

Contact

Get in Touch Questions, collaboration requests, and general outreach. Submit a Correction Found an error in an analysis or source? Submit it for public review.

Author: Nicolas Nel

Cash Voucher Assistance: Putting Choice Back in the Hands of Crisis-Affected People

Mar 30, 2026

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by

Nicolas Nel

in Humanitarian Assistance

Cash and Voucher Assistance (CVA) is reshaping how humanitarian organisations respond to crises — giving affected people the dignity of choice rather than the charity of goods. This piece examines how CVA works, why it matters under international human rights law, and where the challenges lie.
The Sovereign Military Order of Malta: A Country Without Land

Sep 18, 2025

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by

Nicolas Nel

in International Humanitarian Law

When you think of a country, you probably imagine borders, flags, and a capital city. But what if I told you there’s a “country” with no territory, no citizens, and no army — and yet it issues passports, has embassies around the world, and even has permanent observer status at the UN? Welcome to the…