African Ascent Framework · EUSL · June 2026

Development trajectories
made visible

An interactive simulation instrument modelling how enforcement infrastructure, exchange dynamics, and rent structures determine whether food system investment produces durable institutional change — or temporary output delivery.

Open Simulator → Parameter Settings
5 country scenarios 6 structural variables 12 research traditions Retrodiction-validated
EIS
Enforcement Stock
Adjudication, registries, payment rails. Sets the IX conversion rate.
IX
Impersonal Exchange
Recorded trade among strangers. Self-reinforcing above 50%.
FDP
Fiscal Dependence
Revenue from productive economy. Feeds settlement breadth at lag.
RI
Rent Inflow
Minerals, aid, borrowing. Above 45%, severs IX→FDP coupling.
FBM
Betrayal Memory
Earned distrust of formal channels. Above 50, IX conversion stalls.
KT
Kin-Tax Burden
Redistribution obligations. Above ceiling, consumes enterprise surplus.
The Instrument

Six variables. Five countries.
One animated trajectory.

Select a country scenario, configure intervention levers and shock events, run the simulation. The chart sweeps left to right — each variable coloured by its threshold zone, crossings flagged in real time.

Mbegu Mwongozo 2074 · Trajectory Simulator
1 · Scenario
Kenya · the flywheel catches
Ghana · the flywheel fails
Rwanda · high capability, narrow breadth
Botswana · rent curse defeated
COMESA · thesis at bloc scale
3 · Improvement Levers
Development trajectory — 6 structural variables
0y 4y 8y 12y 24y STABLE WARN CRITICAL
EIS
IX
FDP
FBM
Dev.Score
counterfactual
94,000
food-energy-years
19,400
smallholders reached
+18%
income uplift

Preview only — the live instrument is fully interactive. Open simulator →

What it does

Built for programme architects,
readable by any partner

📈
Animated multi-variable trajectory
Six variables sweep left to right over 5.5 seconds. Each segment colour-coded by threshold zone. Crossings alert mid-animation — you see the moment Trust crosses into Critical, not just the endpoint.
⚡
Shock events and counterfactual
Apply rent surges, conflict outbreaks, mobile money expansion, AI adjudication deployment. The counterfactual (no-action) is always shown — the gap tells you what the programme actually delivers.
🌍
Country-calibrated scenarios
Kenya, Ghana, Rwanda, Botswana, and the COMESA/Tripartite bloc — each with empirically calibrated starting values, a programme strategy default, and a clickable explanation of the core institutional tension.
👥
Human outcomes translation
Structural scores translate into food-energy-years, marketable tonnes, smallholders reached, value-chain jobs. Each card shows not just the number but the causal mechanism that produced it this run.
ℹ
Explanation at every level
Every element is clickable. Risk strip cells explain what their value means in threshold terms. Variable cards show what moved them and why. No econometric background required.
⚙
Parameter settings (Page 5)
Consequential thresholds configurable within empirically grounded bounds. Live interpretation as you drag — from "default range, ESA retrodiction baseline" to "only appropriate for near-failed-state conditions".
Scenarios

Five calibrated starting states

Each scenario loads with starting values for all eight variables, a recommended programme strategy, and a popup explaining the core institutional tension and suggested experiment.

Kenya
The flywheel catches
EIS 48 IX 46 FDP 55 RI 18 FBM 18
Ghana
The flywheel fails
EIS 38 IX 30 RI 52 FBM 46
Rwanda
High capability, narrow breadth
EIS 62 IX 64 SB 28 FBM 20
Botswana
The rent curse defeated
EIS 54 RI 62 FBM 15 EH 20
COMESA / Tripartite
The thesis at bloc scale
IX 24 EIS 36 FDP 40 RI 40
Theoretical Foundation

Twelve research traditions.
One causal direction.

"Commercial-normative order is causally prior to political order."

Societies build enforcement infrastructure through exchange — before, alongside, and often despite the state. This bottom-up causal direction is the committed theoretical foundation.

EIS→Enforcement stock converts activity into recorded exchange
IX→Impersonal exchange feeds the productive tax base at lag
FDP→Fiscal base sustains political settlement and elite horizon
SB/EH→Inclusive coalition and long horizon reinvest in EIS
Three specification changes forced by retrodiction testing against Kenya, Rwanda, Ghana, Ethiopia — documented in the framework.
  • Olson — NP punisher-network mechanism; cooperation depends on active sanctioning agents
  • North, Wallis & Weingast — EIS→IX trajectory; personal to impersonal exchange as the core institutional transition
  • Greif — FBM variable; prior enforcement failures alter subsequent exchange calculus
  • Milgrom, North & Weingast — private enforcement infrastructure preceding state enforcement
  • Acemoglu & Robinson — RI predation threshold; extractive coalitions block inclusive institution formation
  • Ostrom — SB subsistence boundary; below survival threshold, governance rules break down
  • Besley & Persson — FDP dynamics; fiscal dependence determines state incentive structure
  • Timmer — calibrates Dimension 1 thresholds to food system empirical evidence
  • Platteau — KT band; redistributive obligations as enterprise drag
  • Collier — conflict gate is multiplicative, not additive
  • Mobile-money empirics — IX thresholds from M-Pesa adoption curves, 2007–2018