The job across every mandate
Structural risk layer for the office — when to pay attention, when stress is serious enough for capital.
One sealed engine scores structural stress across nations, corridors, organizations, and industrial systems. The domains, evidence anchors, and what each desk leaves with — mapped for twelve mandate types.
Quick reference
- [Macro & Geo](/investment-office) — You replace the weekly geo call with one score your desk can replay and defend.
- [Family Office](/family-office) — You rebalance on a structural score months before the headline confirms it.
- [Defense & Aerospace](/defense) — You time programs, sourcing, and market entry to structural capacity — not a conflict guess.
- [Energy & Commodities](/energy) — You price sanctions, chokepoint, and producer-state risk on structure — before the headline spikes the strip.
- [Supply Chain](/supply-chain) — You get a live NII on every corridor and critical node in your network — cascade flags and phase boundaries before rerouting, premiums, and supplier alerts catch up.
- [Agriculture & Food Supply](/agriculture) — You see corridor and node entropy on the food system before export controls, insurance repricing, or procurement misses reach the desk.
- [Insurance & PRI](/insurance) — You underwrite and reserve against structural insecurity — months before the loss or the downgrade.
- [Corporate](/corporate) — You leave with a scored, dated readout and a 90-day plan the board can act on — not a deck of opinions.
- [Private Equity](/private-equity) — You leave with a scored target and a sequenced plan — plus a watchlist that flags the next one before it's a fire drill.
- [Venture](/venture) — You time capital and intervention to structure — not the last board deck or the loudest narrative in the category.
- [Government](/government) — You get a reproducible, interagency-defensible read on institutional stress months before it's a headline.
- [Civil Society (NGO)](/nap) — Coalition partners align on one scored framework instead of competing risk narratives.
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Full desk dossiers
### Macro & Geo
One reproducible score on sovereigns, currency blocs, and regional systems — so your desk can act before the reprice, not after the note lands.
What changes: You replace the weekly geo call with one score your desk can replay and defend.
Evidence anchor: Lead time before the break — full case.
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### Family Office
A reproducible structural stress score for allocator ICs — six domains, source-traced, with 6 months of backtested lead time before Lehman.
What changes: You rebalance on a structural score months before the headline confirms it.
Evidence anchor: Backtested lead time — full case.
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### Defense & Aerospace
Score client nations, alliances, and industrial-base systems for capacity to sustain a program or posture — never conflict odds.
What changes: You time programs, sourcing, and market entry to structural capacity — not a conflict guess.
Evidence anchor: Mind registration before invasion day — full case.
Defense & Aerospace desk playbook
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### Energy & Commodities
Score producer states, chokepoints, and sanctions regimes for structural stress — ahead of the strip move, never a price call.
What changes: You price sanctions, chokepoint, and producer-state risk on structure — before the headline spikes the strip.
Evidence anchor: Stress before the WTI peak — full case.
Energy & Commodities desk playbook
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### Supply Chain
Structural SCRM layer — corridor thermodynamics, chokepoint cascade, and named counterparty capacity. Not tier-N visibility or track-and-trace.
What changes: You get a live NII on every corridor and critical node in your network — cascade flags and phase boundaries before rerouting, premiums, and supplier alerts catch up.
Evidence anchor: System stress before the empty lot — full case.
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### Agriculture & Food Supply
Score grain corridors, fertilizer nodes, and food-system capacity for structural stress — before export bans, harvest shortfalls, or freight spikes reach your P&L.
What changes: You see corridor and node entropy on the food system before export controls, insurance repricing, or procurement misses reach the desk.
Evidence anchor: Stress before the FAO peak — full case.
Agriculture & Food Supply desk playbook
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### Insurance & PRI
Score sovereign and regional exposure for structural insecurity — so underwriters can price and reserve ahead of the claim, not the downgrade.
What changes: You underwrite and reserve against structural insecurity — months before the loss or the downgrade.
Evidence anchor: Structural insecurity ahead of the loss event — full case.
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### Corporate
Score your company as an adaptive system — then leave with a dated readout and a 90-day plan the board can act on.
What changes: You leave with a scored, dated readout and a 90-day plan the board can act on — not a deck of opinions.
Evidence anchor: Supply-chain stress before the empty lot — full case.
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### Private Equity
Score a named portco or target end to end — then watchlist the sectors and geographies around it for the next distress window.
What changes: You leave with a scored target and a sequenced plan — plus a watchlist that flags the next one before it's a fire drill.
Evidence anchor: Lead time on valuation compression — full case.
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### Venture
Score the verticals you underwrite and the portcos you own — category timing and organizational stress on one instrument, before the write-down or the crowded round.
What changes: You time capital and intervention to structure — not the last board deck or the loudest narrative in the category.
Evidence anchor: Structure leads the narrative — and the multiple — full case.
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### Government
National resilience, institutional stability, and policy evaluation — early warning for governance and national security decision-makers.
What changes: You get a reproducible, interagency-defensible read on institutional stress months before it's a headline.
Evidence anchor: Institutional stress before ratings move — full case.
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### Civil Society (NGO)
NGOs, humanitarian orgs, and civil-society coalitions — measure social capital, community resilience, and institutional trust across mandate geographies before donor KPIs catch fracture.
What changes: Coalition partners align on one scored framework instead of competing risk narratives.
Evidence anchor: Trust fractures in the structure first — full case.
Civil Society (NGO) desk playbook
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What the engine will not do
- Predict specific events or give dated forecasts.
- Serve as an allocation signal or return claim.
- Retune the formula after the chart is drawn.
Data in. Score out — no AI in the number.
Deepen the read
Individual desk dossiers for each mandate are now on the newsroom — search by desk type. White paper · Case studies · Newsroom.