Methodology

Evidence-based, replicable, decision-focused.

Every Sovereign Macro Lens report follows the same analytical framework, sources, and update cadence. Designed for institutional due diligence.

01

Data sources

National statistics offices, central banks, ministries of finance, the IMF (WEO, Article IV), the World Bank, BIS, OECD, and recognised commercial data providers for high-frequency indicators. Every chart and table is traceable to its primary source.

02

Analytical framework

A five-pillar macro lens: (i) growth dynamics and the output gap, (ii) inflation, monetary policy and rate path, (iii) fiscal position and debt sustainability, (iv) external accounts, FX and capital flows, (v) political economy and policy risk. Each report includes Bull, Base, and Bear scenarios with assigned subjective probabilities.

03

Time horizon

A 12–24 month tactical outlook anchored in clearly stated structural themes. We make our assumptions explicit and update them when the evidence changes.

04

Update cycle

Core countries are updated at least quarterly. Secondary coverage is updated semi-annually, plus event-driven notes following central bank decisions, fiscal events, or material political developments.

05

Quality controls

Every report is versioned and timestamped. Errata are published transparently. Forecasts are tracked against outturns and reviewed annually.