Macro-financial risk
Risk-layer modeling, CCAR-style stress testing, cross-channel propagation.
Summary
Six-layer macro-financial risk framework with 134 modules covering banking, systemic, macro, cross-border, and integration risks. CCAR-style stress testing, CoVaR and SRISK methodology, FCI and credit-cycle indicators, and named-scenario loss propagation across portfolios and balance sheets.
What we do
Macro-financial risk work answers two questions for clients: where in the system is the next stress most likely to originate, and what does the propagation path look like across the assets I care about. The Argus platform structures the answer along six layers: Layer 1 banking (24 modules including MSPS scoring), Layer 2 systemic (33 modules including CoVaR, SRISK, MES), Layer 3 macro (35 modules including FCI and recession probability), Layer 4 cross-border (27 modules including TBML and FATF), Layer 5 integration, Layer 6 crosscutting.
Engagements deliver named stress tests under client-defined scenarios, quarterly macro briefs tracking the risk module set, and bespoke deep-reads on specific brittle joints (regional bank CRE, private credit opacity, sovereign-bank doom loops, USD funding stress, repo-funded basis trades). Outputs are sized for investment committee, risk committee, and chief economist consumption.
Methods
- CCAR-style stress testing methodology
- CoVaR and SRISK systemic risk decomposition
- Marginal Expected Shortfall (MES) computation
- Financial Conditions Index construction (FCI)
- Credit-to-GDP gap and cycle phase classification
- TBML and AML risk scoring
- Sovereign credit and bank balance-sheet propagation
- FOMC and ECB policy text analysis (NLP)
Public data partners
- FRB FCI (Chicago Fed NFCI, KCFSI, STLFSI)
- BIS credit-to-GDP gap statistics
- ICE BofA HY OAS spreads
- NYU V-Lab CoVaR, SRISK, MES (where public)
- FRED, World Bank GFDD, IMF FSI
- FOMC minutes, ECB statements (text)
- Public bank financial statements (FFIEC, ECB SREP)
Deliverables
- Quarterly macro risk brief with 6-layer dashboard
- Named stress test memo with loss waterfall
- Single-asset or single-name balance-sheet read
- Risk function review and methodology audit
- Bespoke risk-indicator dashboard
Sample engagements
- Quarterly macro risk brief for a global macro fund.
- CCAR-style stress test of regional bank CRE under named rate and growth shocks.
- Sovereign-bank doom loop deep read for a European credit team.
- Argus deployment inside an asset manager's risk function.
- Bespoke FCI dashboard for a sovereign wealth fund chief economist.
Recent published work.
Africa's 2026 Sovereign Restructuring Cycle: Common Framework Outcomes, China Bilateral Geometry, and IMF Program Design
Six African sovereigns defaulted between 2020 and 2024. Zambia, Ghana, Chad, and Ethiopia have now closed Eurobond and bilateral deals. The pipeline runs throug...
Read brief → 2026-04-26Argentina Capital Controls Lifting and the FX Regime Through 2026
On April 11, 2025 the IMF Executive Board approved a USD 20 billion Extended Fund Facility for Argentina, and within seventy two hours the Caputo Bausili team l...
Read brief → 2026-04-26Argentina under Milei: from currency competition to where dollarization actually lands
By April 2026, the Milei program has delivered fiscal surplus and disinflation, but the path from currency competition to formal dollarization remains capital c...
Read brief → 2026-04-26Argentina IMF Year Two: Reserve Build, Cepo Sequencing, and the 2026 Stabilization Bet
The April 11, 2025 USD 20 billion Extended Fund Facility reset Argentina's external anchor. Monthly inflation is near 2 percent, the primary surplus holds, and ...
Read brief → 2026-04-26Argentina Year Two: Milei's Fiscal Anchor and the Disinflation Bet
Fifteen months in, the Milei administration has delivered a primary surplus, crushed monthly inflation from 25.5 percent to roughly 2.5 percent, and pulled in a...
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