ovalentine964/angavu-intelligence

Angavu Intelligence — Africa's Economic Nervous System. Download Msaidizi CFO app. B2B & government intelligence products. Angavu Intelligence Ltd. — Africa's Economic Nervous System Data infrastructure for the $1.5 trillion informal economy that employs 85% of Africa's workforce. 🔗 **Live Website** · 📱 **Download Msaidizi CFO** --- ## Products | Product | Audience | Status | Description | |---------|----------|--------|-------------| | **Msaidizi CFO** | Informal workers | ✅ v0.3.0 — Free | Android app — AI CFO, voice-first in 15+ languages, offline-first, streaming STT | | **Economic Intelligence** | Enterprises, lenders, government | v0.3.0 | Real-time demand intelligence, credit scoring, SHAP explainability, fairness testing | > **Note:** Soko Pulse, Alama Score, and Angavu Pulse are enterprise modules available through our Economic Intelligence platform. Contact us for access. --- ## Latest: 26+ Research & Implementation Councils All 26+ research and implementation councils have completed, delivering: - **Graph Engineering** — Tool dependency graph, knowledge graph, workflow DAG, TransE embeddings, temporal edges - **Loop Engineering** — OODA loop with LLM-powered DECIDE phase, memory-augmented Reflexion, circuit breakers, drift detection - **Council Engineering** — 6 councils (Finance, Inventory, Market, Growth, Agriculture, Extractive), inter-council debate, event sourcing, agent spawning - **Streaming STT** — Real-time partial transcription (20ms chunks), Moonshine v2/Parakeet ready - **Context Window Upgrade** — 4096 default, 8192 for advice/report intents - **SHAP Explainability** — Shapley value computation for credit scores (EU AI Act compliance) - **Fairness Testing** — Demographic parity, equalized odds, predictive parity - **Privacy Budget (ε-DP)** — Laplace/Gaussian noise injection, k-anonymity enforcement, data retention policies - **Inequality Tracker** — Gini, Theil, Palma ratio computation - **Alama Score Calibration** — 8 worker-type feature extractors with seasonality adjustment - **Debt Trap Detection** — Fuliza dependency, debt-to-income ratio monitori …