This framework = distillation of 15 years operating across West Africa. Not theory — field intelligence from $50k to $5M projects, successes and failures, pattern recognition.
Core insights that emerged from experience:
Module 0-1 Insight: Regional Diagnostic + Elite Politics
Pattern: West Africa ≠ East Africa ≠ North Africa ≠ Southern Africa. Treating "Africa" as monolith = amateur error. Elite networks matter more than formal institutions in most contexts.
Field heuristic: Spend first 3 months mapping who actually makes decisions (not org charts). Elections = elite transitions, not policy debates. Know who's in power, who's next, who's excluded.
Module 2-4 Insight: Expat Syndrome + Land + Corruption
Pattern: 6-month false confidence kills projects. Land = legal + social legitimacy required. Corruption = systemic, navigate via transparency not payments.
Field heuristic: Maintain "conscious incompetence" even Year 3+. Secure land from chief AND state. Document everything (FCPA shield + operational transparency).
Module 5-7 Insight: Currency + Infrastructure + Exit
Pattern: FX risk = unhedgeable (model haircut, not stability). Infrastructure = capex (build it yourself). Exit = 7-10 years realistic, not 5.
Field heuristic: Export revenue = natural FX hedge. Budget generator + borehole upfront. Front-load dividends (capital recovery <3 years), exit = bonus not requirement.
Module 8-10 Insight: Water + Talent + Political Risk
Pattern: Water scarcity worsening (climate). Talent = scarce + expensive. Political disruption = recurring (elections, coups, successions).
Field heuristic: Water DD = site selection filter #1. Budget talent at +40% "market" + retention equity. Model political cycle every 5-7 years (disruption base case).
Module 11-12 Insight: Insider + Nutrient Loss (from prior work)
Pattern: Local knowledge = competitive moat multinationals can't replicate. Heritage crops losing nutrient density = premium opportunity.
Field heuristic: Invest in local relationships Year 1 (payoff Year 3+). Nutrient-dense certification = export premium access (health food markets pay).
Module 13-14 Insight: Bio Transition + Chinese Competition
Pattern: Regenerative = revenue stacking (carbon + premium + biodiversity). Chinese SOE = cost advantage infrastructure, Western = differentiation niches.
Field heuristic: Don't compete head-on price. Stack revenues (crops + credits). Compete on quality/ESG/jobs where Chinese weak.
The meta-pattern across all modules: Formal analysis (spreadsheets, models, consultants) = necessary but insufficient. Ground truth = relationships + local knowledge + pattern recognition. Insider advantage = knowing what's NOT in the data.