⚠ RESEARCH USE ONLY — NOT INVESTMENT ADVICE. This document is for analytical and scenario-planning purposes only. It does not constitute financial, legal, or investment advice. All outputs require human review before any action is taken. See footer for full disclaimer.
Scenario Playbook · Pilot Week 1–6

Strait of Hormuz — Market Risk Scenario Playbook

Naval Blockade Risk: US Navy / IRGC Disruption — Hedging, Liquidity & Insurance Actions

Version: 1.0-DRAFT Classification: RESEARCH ONLY Produced: 2026-05-09 UTC Review cadence: Weekly (Red Team Required) Human-review flag: REQUIRED on all recommendations

1. Overview & Purpose

This playbook provides a structured, scenario-based framework for monitoring and responding to financial market disruptions caused by a sustained or intermittent closure of the Strait of Hormuz — the world's most critical oil chokepoint. Approximately 20–21 million barrels of crude oil and petroleum products pass through the strait daily, representing roughly 20% of global seaborne oil trade.

The playbook covers three escalating disruption scenarios, probabilistic price paths, hedging triggers, liquidity actions, insurance checklists, and regulatory contacts. It is designed for use by risk analysts, trading desks, corporate treasury teams, and risk officers. All outputs are research and scenario analysis only. Human review is mandatory before any action is taken.

Context — as of May 2026
Elevated naval tensions in the Persian Gulf involving US Navy carrier group deployments and IRGC naval exercises have increased tail-risk probability of partial or temporary closure events. This playbook is triggered by that elevated baseline. All scenario probabilities are analyst estimates and carry significant uncertainty. Confidence: Medium. MEDIUM

2. Core Scenarios

Three scenarios are modelled. Each assumes a specific reduction in seaborne oil flows through the strait. Probability estimates are analyst judgements based on historical precedent and current geopolitical signals and should be reviewed weekly.

S1 — PARTIAL

Partial Disruption

~20% reduction in seaborne oil flow. Intermittent harassment, mine-laying threats, or single vessel incidents. Markets price elevated risk premium without full closure.

AttributeEstimate
Duration assumption1–14 days
Analyst probability45–55%
Brent immediate spike+$10–$18/bbl
LNG premium+15–25%
ConfidenceMEDIUM
S2 — SEVERE

Severe Disruption

~50% reduction. Significant naval engagement or blockade enforcement. Major diversion of tanker traffic; SPR releases likely coordinated by IEA members.

AttributeEstimate
Duration assumption14–30 days
Analyst probability15–25%
Brent immediate spike+$25–$50/bbl
LNG premium+40–70%
ConfidenceMEDIUM
S3 — PROLONGED

Prolonged Closure

90%+ reduction for 30+ days. Full blockade or sustained military conflict. Global recession risk; emergency IEA coordination; extreme freight dislocation.

AttributeEstimate
Duration assumption30–90+ days
Analyst probability5–12%
Brent immediate spike+$60–$120+/bbl
LNG premium+100–200%+
ConfidenceLOW

3. Probabilistic Price Paths — Brent Crude (USD/bbl)

Percentile ranges (10th / Median / 90th) at 1, 3, and 6 month horizons under each scenario. Baseline Brent assumption: $75/bbl (May 2026 spot). All ranges are analyst estimates with high uncertainty. Do not use as single-point forecasts.

Scenario Horizon P10 ($/bbl) Median ($/bbl) P90 ($/bbl) Key driver Confidence
S1 Partial 1 month 8290105 Risk premium; minor rerouting MEDIUM
3 months 788396 Diplomatic de-escalation vs. repeat incidents MEDIUM
6 months 727991 OPEC+ response; demand destruction LOW
S2 Severe 1 month 98118145 SPR release lag; tanker rerouting 2–3 weeks MEDIUM
3 months 88105130 IEA coordination offsets ~30% of shortage LOW
6 months 8093115 Demand destruction; alternative supply ramp LOW
S3 Prolonged 1 month 130175240 Supply shock; panic premium; freight collapse LOW
3 months 110150210 Demand rationing; strategic reserves depleting LOW
6 months 85120180 Recession-driven demand collapse partially offsets LOW

Sources (baseline): IEA Oil Market Report; EIA Short-Term Energy Outlook; S&P Global Platts crude assessments. Percentile ranges derived from historical volatility and precedent events (1973 Arab embargo, 1990 Gulf War, 2019 ARAMCO attacks). These are not predictions. Human review required.

4. Hedging Triggers

The following thresholds, when breached, should trigger a human analyst review and consideration of the hedging actions listed. None of these are automatic trade signals. All require sign-off from the trading desk and risk team before execution.

Trigger Level Metric / Signal Threshold Scenario Link Recommended Review Action Confidence
T1 — Watch Brent spot price > $88/bbl (intraday) S1 Review crude call option delta; assess existing hedges vs. exposure MEDIUM
T2 — Elevated Brent 1M futures spread > $6/bbl backwardation S1/S2 Consider layering 3–6 month call spreads; review producer hedge ratio MEDIUM
T3 — Alert Brent spot price > $110/bbl S2 Activate S2 playbook; review airline/transport fuel hedges; long crude calls MEDIUM
T4 — Critical AIS active tankers through strait < 40% of 30-day average S2/S3 Activate S3 scenario review; escalate to risk committee; notify insurers MEDIUM
T5 — Critical Baltic Dirty Tanker Index (BDTI) > 3× 90-day moving average S2/S3 Floating storage economics review; freight forward curve assessment MEDIUM
T6 — Macro IRGC/USN incident confirmed Any confirmed naval engagement All Immediate risk committee escalation; full scenario activation; press pause on new exposure HIGH
T7 — Insurance War-risk premium (VLCC) > 0.5% hull value/voyage S1+ Notify P&I clubs; review trade credit insurance; assess cargo coverage gaps MEDIUM

Instrument Menu for Analyst Review

The following instrument types may be relevant for review by the trading desk. This is not a recommendation to buy or sell any instrument. Suitability depends on entity mandate, credit lines, and regulatory authorisation. Human review and sign-off required.

5. Liquidity Actions

Scenario-linked liquidity steps for treasury and risk teams. Sequence matters: earlier steps preserve optionality without locking in costs. All actions require risk team and treasury sign-off.

Phase 1 — Pre-escalation (Trigger T1–T2 active)

Phase 2 — Elevated Scenario (Trigger T3–T5 active)

Phase 3 — Crisis Scenario (Trigger T6 active / S3 conditions)

6. Insurance Checklist

War-risk and hull & machinery cover is the first line of financial defence for cargo owners and vessel operators. The following steps apply to corporate risk managers, ship operators, and trade finance teams. Verify with your broker and P&I club — this checklist is a starting point only.

Immediate Checks (Within 24h of Trigger T1)

Escalation Steps (Trigger T3–T6)

Insurer Capacity Warning Indicators

IndicatorNormal RangeStress ThresholdAction
VLCC war-risk premium (% hull/voyage)0.025–0.075%> 0.50%Seek alternative capacity; notify CFO
Coverage refusal rate (broker survey)< 5%> 25%Escalate to risk committee; review route alternatives
Lloyd's syndicate capacity utilisation< 60%> 85%Monitor daily; explore P&I mutual top-up
AWRP pass-through disputesMinimalAny formal disputeLegal review of charter party terms

7. Shipping & Freight Impact Model

The following estimates are based on historical rerouting data (Suez–Cape of Good Hope), vessel speed assumptions, and published port queue data. AIS feeds should be cross-validated against satellite and terrestrial sources; flag any anomalies before use in alerts.

Scenario Rerouting Option Additional Transit Days Incremental Fuel Cost ($/voyage, VLCC) Floating Storage Impact BDTI Expected Change
S1 Partial Hormuz with escort / convoy 0–2 days $20K–$80K Minimal (0–5 Mbbls) +50–100%
S2 Severe Cape of Good Hope (Africa reroute) 10–14 days $800K–$1.5M Moderate (20–50 Mbbls) +150–300%
S3 Prolonged Full Cape reroute + pipeline alternatives 12–18 days $1.2M–$2.5M Large (50–150+ Mbbls) +300–700%

Pipeline Alternatives — Limited Capacity

AIS Monitoring Protocol

8. Second-Round Commodity Impacts

Energy disruptions propagate into downstream commodity markets through production costs, transport costs, and supply-chain dependencies. The following are key transmission channels to monitor.

Commodity Gulf Exposure S1 Price Impact S2 Price Impact S3 Price Impact Key Chokepoint
LNG Qatar: ~25% global LNG exports +15–25% +40–70% +100–200%+ RasGas / QatarEnergy loading terminals
Ammonia / Urea Gulf = ~20% global ammonia exports +8–15% +25–50% +80–150% Natural gas feedstock + export terminals
Aluminium UAE (EMAL): ~5% global primary aluminium +3–6% +10–20% +30–60% Energy cost pass-through; Jebel Ali port
Methanol Iran: ~10% global methanol; Saudi Arabia significant +10–20% +30–60% +100%+ Natural gas feedstock; strait transit
Petrochemicals Saudi SABIC, EQUATE (Kuwait), INEOS Gulf +5–10% +15–35% +50–100% Naphtha feedstock + export logistics
Food / Grain Gulf states are net importers via Jebel Ali Indirect: +2–5% Indirect: +8–15% +20–40% Freight cost pass-through; fertilizer link
Copper Energy-intensive smelting; freight exposure +1–3% +5–12% +15–30% Global energy cost pass-through

Sources: IEA Gas Market Report; USDA agricultural trade data; World Aluminium; ICIS petrochemical pricing. All ranges are analyst estimates. Confidence: Medium (S1–S2), Low (S3).

9. Financial Transmission — Stress Indicators

Energy price shocks transmit into financial markets through multiple channels. Monitor the following indicators as leading signals of systemic stress. All thresholds are illustrative and should be calibrated to your institution's specific exposures.

Equity Sector Stress

SectorS1 Expected MoveS2 Expected MoveS3 Expected MovePrimary Driver
Energy (E&P)+8–15%+20–40%+50–100%Crude price windfall
Airlines / Transport−5–12%−15–30%−40–70%Jet fuel cost spike
Petrochemicals−3–8%−10–25%−30–60%Feedstock cost + demand destruction
Utilities (gas-fired)−4–9%−12–22%−30–50%Gas input cost
Banks (energy lending)Mixed−5–15%−20–40%Loan quality; counterparty risk
Shipping / Tankers+15–30%+40–80%+80–150%Freight rate spike
Defence / Aerospace+5–15%+10–25%+20–50%Conflict escalation premium

Credit & Margin Stress Indicators

Liquidity Stress Indicators (Daily Monitor)

Monitoring Protocol
These indicators should be checked daily when any Trigger T3 or above is active. Assign a named analyst as owner for each indicator. Escalate immediately if two or more indicators breach their thresholds simultaneously.

10. Sample Daily Alert — JSON Format

The daily alert is produced as a JSON object conforming to the schema below, plus a plain-English summary. Each alert includes a confidence field with rationale. All alerts require human review before distribution. Source links and timestamps are mandatory fields.

{
  "alert_id": "HMZ-2026-05-09-001",
  "timestamp_utc": "2026-05-09T06:00:00Z",
  "classification": "RESEARCH ONLY — NOT INVESTMENT ADVICE",
  "human_review_required": true,
  "scenario_active": "S1-PARTIAL",
  "top_5_signals": [
    {
      "rank": 1,
      "metric": "brent_spot_usd_bbl",
      "value": 91.40,
      "threshold": 88.00,
      "change_pct": +4.2,
      "breach": true,
      "trigger_level": "T1-WATCH",
      "confidence": "HIGH",
      "confidence_rationale": "ICE futures settlement price; multiple venue corroboration",
      "source_primary": "https://www.theice.com/products/219/Brent-Crude-Futures",
      "source_corroboration": "https://www.spglobal.com/commodityinsights/en"
    },
    {
      "rank": 2,
      "metric": "ais_active_vlcc_hormuz_zone",
      "value": 62,
      "threshold": 75,
      "change_pct": -17.3,
      "breach": true,
      "trigger_level": "T1-WATCH",
      "confidence": "MEDIUM",
      "confidence_rationale": "Cross-validated terrestrial + satellite AIS; 3 vessels flagged spoofing-suspect and quarantined",
      "ais_anomalies_quarantined": 3,
      "source_primary": "https://www.marinetraffic.com",
      "source_corroboration": "https://www.spire.com/maritime"
    },
    {
      "rank": 3,
      "metric": "baltic_dirty_tanker_index_td3c",
      "value": 1840,
      "threshold": 1500,
      "change_pct": +22.7,
      "breach": true,
      "trigger_level": "T2-ELEVATED",
      "confidence": "HIGH",
      "confidence_rationale": "Baltic Exchange official daily assessment",
      "source_primary": "https://www.balticexchange.com",
      "source_corroboration": "https://www.clarksons.net"
    },
    {
      "rank": 4,
      "metric": "jkm_lng_spot_usd_mmbtu",
      "value": 16.80,
      "threshold": 14.00,
      "change_pct": +20.0,
      "breach": true,
      "trigger_level": "T2-ELEVATED",
      "confidence": "HIGH",
      "confidence_rationale": "S&P Global Platts JKM assessment; confirmed by ICE JKM futures",
      "source_primary": "https://www.spglobal.com/commodityinsights/en/market-insights/latest-news/lng",
      "source_corroboration": "https://www.theice.com/products/lng"
    },
    {
      "rank": 5,
      "metric": "saudi_sovereign_cds_5y_bps",
      "value": 95,
      "threshold": 80,
      "change_pct": +18.8,
      "breach": true,
      "trigger_level": "T2-ELEVATED",
      "confidence": "MEDIUM",
      "confidence_rationale": "Bloomberg CDS composite; single provider — corroboration pending",
      "source_primary": "https://www.bloomberg.com/markets/rates-bonds/government-bonds/us",
      "source_corroboration": "PENDING — flag for analyst review"
    }
  ],
  "summary_human_readable": "T1 and T2 thresholds breached on 5 of 5 monitored metrics. Brent at $91.40 (T1 active). VLCC AIS count down 17% vs. 30-day avg (3 vessels quarantined for spoofing). Baltic TD3C +23% from baseline. JKM LNG +20%. Saudi CDS +19%. Scenario S1-PARTIAL is active. Human review required before any action.",
  "next_review": "2026-05-10T06:00:00Z",
  "version": "1.0",
  "provenance": "Hormuz Risk Monitor v1.0 — automated ingestion + analyst validation"
}

Alert Severity Framework

Low — Baseline Monitoring
No thresholds breached. All metrics within normal ranges. Standard daily report issued. No analyst escalation required beyond routine review.
Medium — T1 or T2 Breached
One or more Watch/Elevated triggers active. Named analyst must review within 4 hours. Risk team notified. No external distribution without sign-off.
High — T3 or Above Breached / Confirmed Incident
Critical trigger active or confirmed naval incident. Risk committee notified immediately. Playbook Phase 2–3 actions under review. All outputs flagged HUMAN-REVIEW-REQUIRED.

11. Scenario Table — CSV Format

This CSV-formatted table is suitable for import into analytical platforms, dashboards, or spreadsheet tools. All values are analyst estimates. Confidence and source fields are required in every row.

scenario_id,scenario_name,flow_reduction_pct,duration_days_assumption,analyst_prob_low_pct,analyst_prob_high_pct,brent_1m_p10,brent_1m_median,brent_1m_p90,brent_3m_p10,brent_3m_median,brent_3m_p90,brent_6m_p10,brent_6m_median,brent_6m_p90,lng_jkm_impact_pct_low,lng_jkm_impact_pct_high,bdti_td3c_impact_pct_low,bdti_td3c_impact_pct_high,reroute_extra_days_low,reroute_extra_days_high,floating_storage_mbbls_low,floating_storage_mbbls_high,confidence,primary_source,version,timestamp_utc S1,Partial Disruption,20,1-14,45,55,82,90,105,78,83,96,72,79,91,15,25,50,100,0,2,0,5,MEDIUM,IEA OMR / EIA STEO,1.0,2026-05-09T00:00:00Z S2,Severe Disruption,50,14-30,15,25,98,118,145,88,105,130,80,93,115,40,70,150,300,10,14,20,50,MEDIUM,IEA OMR / S&P Platts / Baltic Exchange,1.0,2026-05-09T00:00:00Z S3,Prolonged Closure,90,30-90,5,12,130,175,240,110,150,210,85,120,180,100,200,300,700,12,18,50,150,LOW,IEA OMR / IEA Emergency Response / Historical precedent,1.0,2026-05-09T00:00:00Z

All Brent prices in USD/bbl. LNG JKM impact in % change from pre-event baseline. BDTI TD3C in % change from 90-day average. Floating storage in million barrels. Not investment advice. Research and scenario analysis only.

12. Dashboard Endpoints & Visualization Specs

The following REST endpoints and chart specifications are intended for the development team to implement during Weeks 5–6 of the pilot. All endpoints return JSON with versioning and provenance metadata.

REST Endpoints

GET /api/v1/alerts

Returns the last 48 hours of alert objects. Query params: ?scenario=S1|S2|S3, ?severity=HIGH|MEDIUM|LOW, ?limit=N. Response includes version, provenance, and human_review_required flags on every record.

GET /api/v1/scenarios

Returns current scenario probability estimates, price path percentiles, and last-updated timestamp. Scenario table as per CSV schema above. Cached 1 hour.

GET /api/v1/shipping

Returns AIS vessel count (validated), BDTI TD3C rate, rerouting status, floating storage estimate. Cross-validation status field: ais_validated: true|false. Quarantined vessels listed separately.

GET /api/v1/commodities

Returns current prices and % change from pre-event baseline for: Brent, JKM LNG, TTF gas, ammonia, urea, aluminium, methanol. Includes confidence field and source link for each data point.

GET /api/v1/financial-transmission

Returns credit stress indicators: Saudi/UAE/Kuwait CDS spreads, energy sector CDS composite, repo haircut estimates, MMF flow data (where available), leveraged fund margin-call risk score. All with confidence ratings.

Visualization Specifications

Chart 1 — Brent Price Path Fan Chart

Brent crude price path fan chart showing P10, median, and P90 bands for three disruption scenarios (S1 Partial, S2 Severe, S3 Prolonged) across 1, 3, and 6 month horizons. Baseline $75/bbl. Trigger threshold lines at $88 (T1) and $110 (T3).

Illustrative scenario analysis — analyst estimates only. Not investment advice. Confidence: Medium (S1–S2), Low (S3).

⬇ Download chart PNG
Chart type
Area chart with percentile bands (P10/Median/P90)
X-axis
Time horizon: T+0, T+1M, T+3M, T+6M
Y-axis
Brent crude price (USD/bbl); range 60–250
Series
Three scenario fan charts overlaid (S1 amber, S2 orange, S3 red); shaded band between P10–P90
Annotations
Baseline price marker (T+0); trigger threshold lines (T1: $88, T3: $110)
Update frequency
Weekly scenario refresh; daily price point
Source data
IEA Oil Market Report; EIA STEO; S&P Global Platts crude assessments

Chart 2 — AIS Vessel Count (30-Day Rolling)

AIS vessel count line chart for the Hormuz zone over 30 days. Shows validated tanker count dropping from ~78 average to 62 in final days. Red dots mark two spoofing-suspect anomalies. Dashed lines show 30-day average and 40%-below alert threshold.

Illustrative data. AIS anomalies quarantined pending cross-validation. Research use only.

⬇ Download chart PNG
Chart type
Line chart with anomaly markers
X-axis
Date (UTC, daily); rolling 30-day window
Y-axis
Active VLCC/tanker count transiting Hormuz zone
Series
Validated count (solid line); quarantined/spoofing-suspect (red dots); 30-day average (dashed)
Annotations
Alert threshold line (40% below average); incident markers
Update frequency
6-hourly; real-time where AIS feed permits
Source data
MarineTraffic (terrestrial AIS); Spire Maritime (satellite AIS); cross-validated

Chart 3 — Commodity Heat Map

Commodity heat map grid showing median percentage price impacts across seven commodities (LNG, Ammonia/Urea, Methanol, Petrochemicals, Aluminium, Copper, Food/Grain) under three disruption scenarios. Colour scale from dark green (low impact) to dark red (high impact). Each cell shows median % change and confidence rating [M] or [L].

Analyst estimates. Not investment advice. Research use only. Confidence: Medium (S1–S2), Low (S3). [M]=Medium, [L]=Low.

⬇ Download chart PNG
Chart type
Heat map grid (commodity × scenario)
X-axis
Scenarios: S1, S2, S3
Y-axis
LNG, Ammonia/Urea, Methanol, Petrochemicals, Aluminium, Copper, Food/Grain
Cell value
Median % price impact; colour scale: dark green (low) → amber → dark red (high)
Annotations
Confidence badge [M]=Medium / [L]=Low in each cell
Update frequency
Weekly
Source data
IEA Gas Market Report; USDA; World Aluminium; ICIS petrochemical pricing

Chart 4 — CDS Spread Monitor (Time Series)

CDS spread monitor showing 30-day time series for Saudi Arabia 5-year CDS (amber), UAE 5-year CDS (blue), and Energy Sector IG CDS composite (green). All three series spike upward in the final 7 days. Dashed red lines mark the Saudi stress threshold at 80 bps and contagion flag at 100 bps. Red shading highlights the elevated risk period.

Illustrative data. CDS widening is a stress indicator only — not a trade signal. Research use only. Human review required.

⬇ Download chart PNG
Chart type
Multi-line time series
X-axis
Date (UTC, daily); rolling 30-day window
Y-axis
CDS spread (basis points)
Series
Saudi Arabia 5Y CDS (amber); UAE 5Y CDS (blue); Energy Sector IG CDS composite (green)
Annotations
Stress threshold at 80 bps; contagion flag at 100 bps; elevated-risk period shaded
Update frequency
Daily (end of day)
Source data
Bloomberg CDS composite; corroboration from Markit/ICE where available

13. Regulatory & Official Contacts

The following organisations publish authoritative data and emergency guidance relevant to this scenario. Contact details are for information and research purposes. Verify current contact information before use — details change.

IEA — International Energy Agency Emergency oil stock coordination; Oil Market Reports. iea.org
OPEC Secretariat Production policy; market balance statements. opec.org
IMF — International Monetary Fund Macro impact assessments; commodity price databases. imf.org
EIA — US Energy Information Administration STEO; crude supply/demand data; Hormuz fact sheet. eia.gov
Bank of Canada Financial stability; commodity risk monitoring; OSFI liaison. bankofcanada.ca
OSFI (Canada) Regulatory escalation for Canadian financial institutions; stress testing guidance. osfi-bsif.gc.ca
Baltic Exchange Official tanker freight rate assessments (BDTI, BCTI, TD3C). balticexchange.com
Lloyd's of London (War Risk) Insurance market capacity; war-risk syndicate contacts; JWLA exclusion zone notices. lloyds.com
UK Maritime Trade Operations (UKMTO) Vessel incident reporting; naval advisory notices for Gulf region. ukmto.org
US Fifth Fleet / NAVCENT US naval operations in Gulf; maritime security advisories. cusnc.navy.mil
S&P Global Commodity Insights (Platts) Crude and LNG price assessments; shipping notices. spglobal.com/commodityinsights
Export Development Canada (EDC) Political risk insurance; trade finance; export credit cover for Gulf-route exposures. edc.ca

14. Six-Week Pilot Timeline

Key milestones for the research and monitoring system build-out. Assign named owners to each milestone.

Days 1–3
Data connectors live. AIS feeds (terrestrial + satellite), Brent/WTI futures, Baltic freight indices, CDS data ingested and normalized to UTC. Baseline validation complete. Raw input logging active (90-day retention).
Days 4–10
Energy price scenario engine + first 72-hour alert. Probabilistic price paths for S1/S2/S3 calibrated. First JSON daily alert issued and reviewed by trading desk and risk team. False positive rate check initiated.
Weeks 2–3
Shipping agent model + freight alerts. Rerouting simulation for Cape of Good Hope alternative. Floating storage volume estimates. AIS cross-validation protocol operational. BDTI/TD3C alert thresholds tested.
Week 4
Commodity propagation module + exposure list. Input-output shock model for LNG, fertilizers, aluminium, methanol. Corporate exposure register drafted. Second-round commodity alerts added to daily JSON output.
Week 5
Financial transmission stress tests + dashboard. CDS spread monitoring live. Margin-call stress scenarios run. Dashboard endpoints (/alerts, /scenarios, /shipping, /commodities, /financial-transmission) deployed and tested. First weekly brief produced.
Week 6
Full playbook, weekly brief template, handover documentation. Red team review for hallucination and bias. False positive rate validated (<5% target). Analyst time-saving assessment. Trading desk and risk team sign-off. Handover documentation complete.

Success Metrics

MetricTargetMeasurement Method
Time to first verified alert< 72 hoursTimestamp of first alert vs. system go-live
AIS false positive rate< 5% after cross-validationManual review of quarantined vessels; retrospective check
Analyst time saved per weekly brief> 50%Pre/post time-logging comparison; analyst survey
Stakeholder acceptanceSign-off by trading desk + risk teamFormal sign-off document on file