PolicyIQ L3 DEEP-DIVE
Iran War / Hormuz Shock · Real-Time Kinetic/Geopolitical Signal
Life support
Ceasefire status
$102.21
WTI today
+67%
Jet fuel vs pre-war
$8.2B
Sector exp impact
35/40/25
Hard/mod/soft prob
May 13
2026 cutoff
L1 Cross-sector › Industrials › Passenger Airlines (L2) › Iran War / Hormuz Shock (L3)
Key findings · 5-bullet summary ~90 second read · skim before diving in
L3 deep-dive · Kinetic/Geopolitical channel · Signal s2 from L2 inventory · REAL-TIME CRISIS

The Iran war is uniformly negative across all 12 covered airlines — but with significant dispersion in firm-level magnitude, from DAL resilient at 1% of 2024 OI to AAL existential at 93%.

The US-Israel war with Iran began February 28 2026 with Operation Epic Fury. The Strait of Hormuz was closed within ten days, Brent crude surged past $120, and jet fuel doubled from $2.50 to over $4.88 per gallon at peak. A two-week ceasefire was brokered by Pakistan on April 8, extended April 21, but has since deteriorated to what Trump calls "massive life support." The Islamabad talks failed April 12, leading to a US naval blockade of Iran. On May 4, Trump launched Operation Project Freedom (Navy escort of merchant ships through Hormuz), then paused it May 6 citing "great progress" on a deal — but no deal materialized. On May 11, Trump called Iran's counterproposal "unacceptable" and "garbage," with aides saying he is now "more seriously considering a resumption of major combat operations." As of May 13, WTI is at $102.21 and Brent at $107.05. Hormuz remains at approximately 5% of pre-war traffic. The situation has shifted from "ceasefire expiring" to "ceasefire on life support with active re-escalation risk", which has further shifted the probability distribution toward the hard scenario.

Framework finding · industry-aware kinetic/geopolitical directionality
Kinetic/geopolitical signals can be bidirectional or unidirectional depending on the industry's value chain structure. In industries with vertical integration (gas utilities with generation/transmission/distribution, integrated oil majors with upstream/downstream, defense contractors directly procured during conflict), kinetic/geopolitical shocks produce real bidirectional impacts where integrated players capture pricing power while pure operators absorb cost. The airline industry is structurally an outlier in lacking integration — most carriers are pure operators with no upstream position to capture value during a fuel shock. This is why all 12 firms face negative expected value: not because kinetic/geopolitical signals are inherently unidirectional, but because the airline industry lacks value chain integration that would create natural hedges. DAL's Trainer refinery is the closest case the industry has to integration, which is why DAL produces an 18× dispersion vs the most exposed firm (AAL).
Framework validation vs L2 v1.0 read
The L2 dashboard scored this signal at 3× weight with a 5 maximum for Pacific-exposed carriers, reflecting the correct intuition that kinetic/geopolitical disruption of Middle East routes would be severe for Europe-Asia and Pacific operators. The L3 validates the directional read and the weight but finds three refinements: (1) fuel cost shock is a separate transmission channel that affects even 100%-domestic carriers like LUV, so the L2 channel score for LUV on this signal should be higher than the L2 v1.0 assigned; (2) firm-specific natural hedges like DAL's Trainer refinery create offsets that sit outside the channel scoring and need a dedicated flag in the firm attribute matrix; (3) the L2 channel scoring should distinguish between positional signals (where bidirectional scoring captures real firm-level differentiation) and kinetic/geopolitical signals (where directionality depends on the industry's value chain structure). For airlines specifically, kinetic/geopolitical signals tend toward unidirectional because the industry lacks vertical integration — but this is an industry-specific observation, not a property of kinetic/geopolitical signals in general.
Signal vital statistics · live data
ChannelKIN
Magnitude weight3×
War startFeb 28 '26
Days active41 days
WTI current$102.21
WTI peak$110.45
Jet fuel now$4.50/gal
Jet fuel pre-war$2.50/gal
P(hard)25%
P(modal)45%
P(soft)30%
Most exposedUAL AAL
Most resilientDAL
Sector exp impact-$6.5B
Implementation variables · what determines which scenario manifests 6 variables × 3 scenarios
Six variables jointly determine which scenario plays out. The most important is ceasefire durability, which gates everything downstream — if the April 7 ceasefire holds, oil prices normalize, Hormuz reopens, and demand recovers. If it collapses, the cost and route channels both reignite. The variables are highly correlated: Hormuz transit capacity, crude oil price, and jet fuel refining margins all move together, driven primarily by ceasefire status. The least correlated variable is travel demand destruction, which responds with a 4–6 week lag to the acute phase and can persist independently of the ceasefire status.
Implementation variable Hard scenario35%Ceasefire collapses · Oil $130–150 sustained · War 6+ months Modal scenario40%Fragile truce persists · Oil $90–110 through Q2 · Q3 normalization Soft scenario25%Rapid de-escalation · Oil to $75–85 by June · Normal by Q3
Ceasefire durabilityCeasefire on "massive life support" per Trump May 11; extended April 21 but no deal; Operation Project Freedom launched/paused May 4-6; Hormuz at ~5% of pre-war traffic; both sides exchanging fire Ceasefire collapses within 14 daysFull-scale war resumes; Israel-Lebanon situation triggers broader escalation; Iran targets more US/regional infrastructure; 6+ month war horizon; no diplomatic resolution before Q3 2026 Fragile truce holds with violationsCeasefire periodically strained but not fully collapsed; continued limited strikes; negotiations drag through Q2 2026; partial de-escalation by end of Q3; full normalization pushes to Q4 2026 or later Ceasefire stabilizes into agreementTrump-Iran 10-point proposal becomes basis for durable arrangement by end of Q2 2026; all Iranian hostilities cease; Israel stops Lebanon strikes; normalization by early summer
Hormuz transit capacityCurrently 10-15 vessels/day vs normal 50-70; Iran agreed to safe passage but implementation is slow; ~20% of global oil + LNG normally transits Closure persists or re-closesMaritime insurance rates stay prohibitive; Iran continues selective vetting or demands crypto tolls; tanker owners refuse transit; supply shock becomes structural; strategic petroleum reserves exhausted Partial reopening to 50% capacityGradual resumption of tanker traffic over Q2; some insurance and risk premiums persist; full capacity not restored until Q3 or Q4; ongoing vulnerability to small incidents triggering renewed closures Full reopening within 6 weeksTraffic normalizes quickly; risk premiums collapse; maritime insurance returns to pre-war baseline; strategic reserves begin refilling; structural shift in global oil routing avoided
Crude oil price trajectoryWTI currently $102.21 (down from $110 peak); SPR released 400M barrels; Russian/Iranian sanctions temporarily lifted; analyst discussion of $200 tail scenario WTI sustained $130–150+Supply losses double by mid-April as SPR runs out; Russian/Iranian sanctions exemptions prove insufficient; demand destruction begins to kick in; analysts publicly warn of 1970s-style shock WTI in $90–110 range through Q2Gradual normalization from current levels through Q2-Q3; risk premium of ~$15/bbl persists; jet fuel stays 40–60% elevated; partial pass-through via fare increases; oil back to $75–85 by Q4 WTI returns to $75–85 by JuneRapid price normalization as Hormuz reopens and SPR continues to provide buffer; jet fuel returns to pre-war levels by July; fare increases and surcharges unwind; fuel-related earnings drag ends by Q3
Jet fuel refining marginAsian crack spread surged $21 → $144 peak → $65 now; NW European jet fuel hit record $1,840/metric ton on April 3; airlines hedged on crude are still exposed to the refining margin gap Crack spread stays elevated at $80–120Refinery damage in Gulf persists; Asian capacity stressed by rerouted demand; hedging programs tied to crude fail to protect against refining margin; structural shortage of jet-grade fuel Crack spread normalizes to $40–60Gradual return of Gulf refining capacity through Q2-Q3; Asian margins compress; hedged airlines recover some of the margin gap exposure; unhedged carriers (most US) bear the full cost during the acute window Crack spread returns to $25–35Quick normalization of refining margins as Gulf production recovers; jet fuel prices fall faster than crude; fully normalized by early Q3; hedged airlines have modestly better full-year outcomes than unhedged
MENA airspace and hub status~15% of global air traffic handled by affected MENA airports; major corridors between Europe/Asia disrupted; carriers rerouting via longer paths; higher fuel burn on rerouted flights Airspace stays disrupted 6+ monthsGulf hubs (DXB, AUH, DOH) face extended closures or reduced operations; Europe-Asia traffic requires polar routing or Central Asian alternatives; cargo-heavy carriers (LH Cargo, AF-KLM Cargo) bear disproportionate cost; rerouting becomes structural Phased reopening through Q2-Q3Major hubs gradually restore normal operations through Q2; some corridors remain restricted through Q3; most carriers restore original routings by Q4; rerouting cost persists 3–6 months for Europe-Asia operators Rapid reopening within 4–6 weeksGulf hubs return to full operations; corridor restrictions lifted; carriers resume original routings by end of Q2; rerouting cost limited to Q1 and early Q2 exposure only
Travel demand destructionUS carriers report strong demand "so far" (Kirby quote); Asian demand softening 2%+; European-Asia bookings declining; corporate travel more resilient than leisure Broad demand recessionOil shock triggers consumer pullback; corporate travel budgets tightened; European-Asia routes see 10–15% volume decline; domestic leisure travel down 5%+; recovery extends into 2027; demand destruction becomes cyclical rather than event-driven Targeted demand softeningInternational leisure soft 3–5% for 3–6 months; corporate travel largely resilient; domestic US travel holds up; Europe-Asia routes most affected; normalization in Q4 2026 as consumer confidence recovers Minimal demand impactRapid de-escalation preserves consumer confidence; US demand fully resilient; international softening limited to peak-war weeks; pent-up demand bounce in Q3 offsets Q2 weakness
Reading the matrix. The variables are highly correlated along the scenario dimension — ceasefire status drives oil prices which drives jet fuel which drives airline cost structure. The only meaningfully independent variable is travel demand destruction, which responds with a 4–6 week lag and can persist even after oil prices normalize. This means the modal scenario could resolve in different ways: the acute supply shock can end while demand destruction lingers, or demand can recover fastest while supply disruption persists. The signpost section below tracks each variable separately because they move on different timescales even within the same scenario branch.

May 13 update · Spirit liquidation confirmed, consolidation accelerating. The fuel shock is now producing second-order structural effects beyond direct P&L impact. Spirit Airlines ceased operations on May 2 after creditors (Citadel, Ares) rejected Trump's $500M/90% equity bailout. The restructuring plan was based on $2.24/gallon fuel vs $4.60+ reality. 17,000 jobs lost. This is the first airline liquidation directly attributable to the kinetic/geopolitical shock. JetBlue rose 7.4% on Spirit liquidation day; Frontier rose 8.8%. BofA analysts called the outcome "net positive" for surviving carriers. Frontier and Avelo have sought $2.5B in federal relief. DOT Secretary Duffy said April 7 that there is "room for mergers" in the industry, and United CEO Kirby confirmed he approached AAL about a merger. UAL Q1 beat at $1.19 EPS but slashed full-year from $12-14 to $7-11 and cut capacity 5%. AAL cut full-year to -$0.40 to $1.10 (from $1.70-2.70 in January). ALK pulled 2026 guidance entirely. The kinetic/geopolitical shock is accelerating a K-shaped divergence: DAL and UAL are absorbing costs through fare increases and capacity discipline while weaker carriers face existential pressure. Delta CEO Bastian said on the Q1 earnings call that high fuel prices have been "the most powerful catalyst for change, separating the winners and forcing weaker players to rationalize, consolidate or be eliminated." This is a structural shift that persists even in the soft scenario because the financial damage to weaker carriers has already occurred.
Transmission chain · from Hormuz to firm P&L through three parallel channels
The Iran war transmits to airline P&L through three parallel channels simultaneously, not the single channel structure of the previous L3 deep-dives. This is a structural feature of kinetic/geopolitical signals: they affect cost, revenue, and route structure at the same time, and the firms most exposed on one channel may be different from the firms most exposed on another. The diagram shows how each channel flows from the Hormuz closure to firm-level impact, and where the natural hedges and pass-through mechanisms break the chain.
HORMUZ CLOSURE + WAR 20% global oil flow disrupted Feb 28 2026 onward CHANNEL 1 · FUEL COST SHOCK Jet fuel $2.50 → $4.88 peak Affects all 12 firms, magnitude varies CHANNEL 2 · ROUTE DISRUPTION 15% global traffic affected Europe-Asia operators hit hardest CHANNEL 3 · DEMAND DESTRUCTION Oil shock → consumer pullback 4-6 week lag, lingers longer OFFSET · NATURAL HEDGES DAL Trainer refinery: $100M+/yr LUV/UAL/AAL: no natural hedge OFFSET · CAPACITY CUTS UAL cutting 5% Q2-Q3 2026 Removes unprofitable flights first OFFSET · FARE PASS-THROUGH Surcharges at DAL/JBLU/UAL ~50% effective pass-through FIRM-LEVEL P&L IMPACT · UNIFORMLY NEGATIVE ACROSS ALL 12 FIRMS Max: AAL -$1.4B (93% of 2024 OI) · Min: DAL -$77M (1% of 2024 OI) · Dispersion: 18× magnitude
The three-channel structure is what makes kinetic/geopolitical signals different from the framework's other L3 categories. In the loyalty L3, transmission ran through one channel (regulatory enforcement → co-brand revenue impairment). In the Boeing L3, transmission ran through one channel (delivery cadence → capacity growth). In the Iran L3, transmission runs through three channels simultaneously, and the firm-level impact depends on which channel each firm is most exposed to. Domestic-only carriers (LUV, ALGT) face only the fuel channel; Europe-Asia operators (DLAKY, AFLYY, ICAGY) face all three; transatlantic operators (AAL, UAL to a lesser extent) face cost and demand. DAL is the unique case where a natural hedge (Trainer refinery) breaks the fuel channel for ~25% of consumption, which is why its expected impact is an order of magnitude smaller than any other firm in the universe.
Political dynamics · weighted analysis of forces shaping scenario probability
Five political forces collectively determine which scenario manifests. Each force is assigned a weight reflecting its impact on this specific signal — weights are signal-specific because the relative importance of executive action, public opinion, congressional dynamics, and international actors varies depending on the policy domain. For the Iran war, executive branch (Trump's day-to-day decisions) and international actors (Israeli military choices) are by far the dominant forces because they can shift the signal within days or hours, while slower-moving forces like public opinion and legislative dynamics matter at the margin. The weighted net pressure calculation at the bottom of this section explicitly justifies the scenario probability split rather than relying on a count of forces, which would treat all forces as equally impactful and produce a less rigorous result.
↔ Force 1 of 5 35% weight
Executive branch posture
Ambiguous trending escalatory — "massive life support." Trump's posture has deteriorated further since April 20. He launched Operation Project Freedom on May 4 (Navy escort through Hormuz), paused it May 6 for "great progress," then on May 11 called Iran's latest counterproposal "unacceptable" and "garbage." Aides say he is "more seriously considering a resumption of major combat operations." The executive branch is oscillating between escalation and de-escalation on a daily basis, but the center of gravity has shifted toward escalation since April 20. Trump-Xi meeting this week could produce a breakthrough if Xi pressures Iran, but Trump has signaled trade negotiations take priority over Iran.
Key actors: Trump, Vance, Witkoff, CENTCOM, State Dept · Leverage: Very high — can shift signal in days through executive action
Direction ↔ (0) Contribution 0.00
↑ Force 2 of 5 35% weight
International / foreign actors
Escalating — the primary tail risk. Israel continues strikes in Lebanon, which directly destabilizes the US-Iran ceasefire because Iran has stated this is one of three breached provisions. Iran is limiting Hormuz compliance even after agreeing to safe passage, allowing only 10-15 vessels per day vs the normal 50-70. Pakistan is mediating. Gulf states (Saudi Arabia, UAE) are urging resolution because of regional economic damage. The Israeli unilateral action is the dominant tail risk — Netanyahu's coalition politics create incentives for continued military action that the US cannot directly control, and any escalation in Lebanon could collapse the ceasefire within hours.
Key actors: Netanyahu, Khamenei, Pakistan (mediator), Saudi Arabia, UAE, IAEA · Leverage: Very high — Israeli military decisions can unilaterally collapse the ceasefire
Direction ↑ (+1) Contribution +0.35
↓ Force 3 of 5 15% weight
Public opinion and media
De-escalating — gas prices are the dominant variable. US gasoline prices hit $4/gallon on March 31 and have remained elevated. Voter discomfort is rising, particularly in suburban swing-state precincts where commuter gas costs are politically salient. Mainstream media coverage emphasizing economic costs over geopolitical strategy. This force is the strongest indirect pressure on the executive branch to resolve, and is structural: the longer prices stay elevated, the more the political calculation shifts toward de-escalation. War fatigue has increased noticeably from early-March highs.
Key actors: Swing-state voters, gas station price displays, mainstream news cycle, midterm political consultants · Leverage: Indirect but powerful through White House political response
Direction ↓ (-1) Contribution -0.15
↔ Force 4 of 5 10% weight
Industry stakeholders
Mixed, net-neutral with internal divisions. The energy industry is split: upstream producers benefiting from elevated crude prices and lobbying for status quo, while downstream refiners and integrated majors with refining exposure want resolution. Airline industry (A4A trade group) lobbying hard for resolution given the existential nature of the fuel cost shock. Defense industry quietly benefiting from procurement uplift. The net effect is approximately neutral because the upstream-downstream split within energy cancels out, while airlines and consumer industries provide modest pressure for resolution.
Key actors: API, AFPM, Airlines for America, defense primes, US Chamber · Leverage: Moderate — direct White House access for Big Oil and trade group coordination
Direction ↔ (0) Contribution 0.00
↔ Force 5 of 5 5% weight
Legislative dynamics
Stable, marginal influence. Congressional action on the war has been limited. AUMF debate stalled in Senate Foreign Relations; both parties cautious about restricting executive action while diplomatic resolution is plausible. Senate (Risch) is supportive of administration; House (Mast) more divided. This force will become more politically charged closer to midterms, particularly if gas prices remain elevated, but congressional action operates on slower timescales than the underlying signal and is unlikely to be the proximate cause of scenario resolution.
Key actors: Risch (SFRC), Shaheen, Mast (HFAC), Meeks · Leverage: Moderate — can fund/defund but historically slow on war powers
Direction ↔ (0) Contribution 0.00
Weighted net political pressure · calculation
Force Weight Direction Contribution
Executive branch posture 35% ↔ (0) 0.00
International / foreign actors 35% ↑ (+1) +0.35
Public opinion and media 15% ↓ (-1) +0.20
Industry stakeholders 10% ↔ (0) 0.00
Legislative dynamics 5% ↔ (0) 0.00
NET WEIGHTED POLITICAL PRESSURE 100% — +0.20
Slight escalation bias. The executive branch remains at ambiguous (0) but is trending toward escalatory (+1) since the April 20 assessment. Trump has oscillated between Operation Project Freedom (escalatory), pausing it for diplomacy, then calling the ceasefire "massive life support", reflecting Trump's shift from ceasefire pursuit to "highly unlikely" extension. International actors remain escalating (+1) as Iran reclosed Hormuz. The tug-of-war that previously produced near-balance has tilted: the international actors' +0.35 is no longer offset by executive branch de-escalation, producing a net +0.20 that explains the probability shift toward hard scenario (30%, up from 25%) — neither force fully prevails, and the central case is the messy continuation of current dynamics. The remaining 30% of weight tips the balance: public opinion (15%) is pushing toward de-escalation through gas-price political pressure on the White House, while industry and legislative forces (15% combined) are currently neutral. The net weighted pressure of +0.20 justifies hard scenario (30%) being higher than soft (25%), reversing the previous tilt. Modal still dominates at 45% because the underlying dynamics remain fluid — the ceasefire could be extended or could collapse, and the market is pricing in genuine uncertainty about which direction the signal resolves.

Sensitivity analysis · what would change the calculation. If Trump resumes major combat operations (executive branch from 0 to +1), the weighted net moves from +0.20 to +0.55, pushing hard above modal as the dominant scenario — aides say this is now actively under consideration. A last-minute Trump deal (executive branch from 0 to -2) would shift the weighted net to -0.50, collapsing hard probability and pushing soft above modal. An Israeli major escalation in Lebanon (international force from +1 to +2) would push the weighted net to +0.55, the same as ceasefire collapse. The Trump-Xi meeting this week is the single highest-leverage near-term catalyst — if Xi pressures Iran toward concessions, the executive branch could shift from 0 to -1, pulling the weighted net back to -0.15 and warranting a probability update toward 25/40/35. If the meeting produces no Iran progress and Trump follows through on resumed operations, executive shifts to +1, pushing net to +0.55 and warranting approximately 45/35/20.

Methodological note · weights are signal-specific. For the loyalty L3, executive branch and state AG dynamics would carry the most weight (each ~30-35%), with public opinion much lower (~5%) because co-brand cards are low-salience for voters. For the Boeing L3, executive branch (FAA) and industry stakeholders (Boeing + airline lobbying) would dominate (~30-35% each), with international actors limited to the China truce variable (~15%). The framework assigns weights based on observable leverage on each specific signal rather than imposing a universal political force hierarchy. Weights are also falsifiable — a reader who disagrees with a specific weight can re-run the calculation and see how the net pressure changes, which makes the political analysis transparent in a way the previous "count the forces" approach was not.
Three scenarios · probability-weighted analysis
Hard scenario
25%
Ceasefire collapses
The April 7 ceasefire fully collapses within 14 days. Israel-Lebanon escalation triggers broader regional conflict. Iran resumes direct Hormuz interference and expands targets to US regional infrastructure. Oil reaches $130–150 sustained; jet fuel stays at $5+ through Q3; MENA airspace remains substantially disrupted; major Gulf hubs face extended reduced operations. Analysts begin comparing to 1970s oil shock. Demand destruction kicks in meaningfully by May–June as consumer confidence erodes.
Firm impact
Existential magnitude for AAL (-$3B, roughly 2× 2024 OI), severe for UAL (-$3.2B, ~60% of 2024 OI), and severe for LUV (-$1B, 1.7× 2024 OI, i.e. operating loss territory). European carriers face -$1.4–1.5B each on fuel, route, and demand combined. DAL's Trainer refinery becomes a strategic crown jewel — modeled impact is only -$200M (3% of 2024 OI) because the refinery captures the refining margin that punishes competitors. The crisis would reshape the US airline competitive landscape permanently.
Modal scenario
45%
Fragile truce persists
The ceasefire holds with periodic violations and strained negotiations. Hormuz reopens partially to ~50% capacity through Q2–Q3. Oil stays in $90–110 through mid-year then normalizes to $75–85 by Q4. Jet fuel remains 40–60% elevated through Q2 with normalization through Q3. MENA airspace sees phased reopening. Demand softens 3–5% on international routes for 3–6 months. This is the trajectory implied by current market pricing (oil down 15% on ceasefire news, partially recovered) and the diplomatic trajectory (Vance delegation, 10-point proposal).
Firm impact
UAL -$1.3B (25% of 2024 OI) confirmed by Kirby's 5% capacity cut announcement. AAL -$1.2B (80% of 2024 OI) consistent with UBS EPS cut from $2.00 to $0.43. European carriers -$550–600M each (~35–40% of 2024 OI). LUV -$400M (67% of 2024 OI) because unhedged and cost-heavy exposure. DAL -$50M (1% of 2024 OI), consistent with maintained $6.50–7.50 EPS guidance. Sector total probability-weighted impact: ~$6.5B.
Soft scenario
30%
Rapid de-escalation
The April 7 ceasefire stabilizes into a durable agreement by end of Q2 2026. Hormuz fully reopens within 6 weeks; oil returns to $75–85 by June; jet fuel normalizes by July. MENA airspace reopens fully by early May. Demand destruction limited to peak-war weeks only, with pent-up summer demand providing partial Q3 offset. This is the outcome the Trump administration is publicly pushing for and the market is partially pricing, but it requires multiple things to go right simultaneously — ceasefire holds, Iran complies on Hormuz, Israel-Lebanon stabilizes, and no new provocations.
Firm impact
Even in the soft scenario, every firm faces some impact because Q1-Q2 2026 exposure is already realized. UAL -$390M (7% of 2024 OI), AAL -$360M (24% of 2024 OI), European carriers -$165–180M each. LUV -$120M, DAL -$15M (essentially inside guidance noise). Summer pent-up demand could partially reverse the Q2 drag for international operators. Soft scenario is approximately 30% of modal impact magnitude — still negative, but recoverable within the calendar year.
Firm impact grid · net operating income impact by scenario sorted by probability-weighted net
Each row shows net operating income impact relative to the pre-war operating plan, across the three scenarios. Unlike the Boeing L3, modal is not the baseline — the Iran war is recent enough that it is not yet fully absorbed into the current operating plan, and most analyst estimates have not caught up. The numbers represent deviation from a counterfactual where the war did not happen. All 12 firms have negative expected impact in this case, but this is a property of the airline industry's structural absence of vertical integration rather than a property of kinetic/geopolitical signals in general. In industries with vertical integration (gas utilities, integrated oil majors), the same shock would produce bidirectional outcomes where integrated players capture pricing power while pure operators absorb cost. The dispersion across the airline universe (18× from DAL to UAL) is across magnitude not direction precisely because no airline has true vertical integration — DAL's Trainer refinery is the closest case, and produces the largest within-industry dispersion the framework has surfaced. The rightmost column expresses impact as a percentage of 2024 operating income, which is the most useful vulnerability metric because it captures absorption capacity.
Firm · key exposure factor Hard scenario25% Modal scenario45% Soft scenario30% Prob-weighted
net impact		 % of 2024
operating income
UALUnited AirlinesNo hedges, $11B annual peak fuel, 5% capacity cut $-3.2B $-1.3B $-390M $-1.5B 29%
AALAmerican Airlines$36.5B debt, no hedges, UBS cut 2026 EPS to $0.43 $-3.0B $-1.2B $-360M $-1.4B 93%
DLAKYLufthansa GroupHedged but Europe-Asia corridor + cargo exposure $-1.5B $-600M $-180M $-699M 44%
ICAGYIAG (BA + Iberia)Hedged, LHR-Asia routes, cargo $-1.5B $-600M $-180M $-699M 20%
AFLYYAir France-KLMHedged, CDG-Asia corridor, cargo $-1.4B $-550M $-165M $-647M 40%
LUVSouthwestQuit hedging in 2025, 100% domestic limits route impact $-1.0B $-400M $-120M $-466M 78%
ACDVFAir CanadaPacific routes via polar, moderate hedging $-700M $-280M $-85M $-326M 22%
RYAAYRyanairWell hedged, intra-EU only, fuel-cost pure play $-625M $-250M $-75M $-291M 15%
ALKAlaska AirPost-Hawaiian Pacific exposure $-375M $-150M $-45M $-175M 17%
JBLUJetBlueTransatlantic exposure, already loss-making $-375M $-150M $-45M $-175M n/a
DALDelta Air LinesTrainer refinery natural hedge, premium demand resilient $-200M $-50M $-15M $-77M 1%
ALGTAllegiantULCC domestic, fuel cost exposure only $-110M $-45M $-15M $-52M 52%
Validation against observable reality. The L3 estimates can be cross-checked against actual management commentary and analyst revisions, which is the first time the framework has had this level of real-time data for validation: (a) UBS cut AAL 2026 EPS from $2.00 to $0.43, implying a ~$1.1B net income impact, which translates to approximately -$1.4B pre-tax. L3 modal estimate: -$1.2B. Match. (b) UAL CEO Scott Kirby announced 5% capacity cuts citing $11B annualized fuel expense at peak prices. L3 modal estimate: -$1.3B incorporating the capacity cut benefit. Match. (c) DAL maintained its $6.50–7.50 EPS guidance citing Trainer refinery benefit. L3 modal estimate: -$50M, which is within guidance noise. Match. (d) Airline stocks fell 4.6–6.6% on April 2, consistent with mid-range modal scenario pricing. Match.

Framework finding. Kinetic/geopolitical signals reveal a more nuanced structural feature of the framework's scoring approach: bidirectional scoring works well for positional signals (regulatory, supply-chain) where firm positioning determines direction, and works well for kinetic/geopolitical signals in industries with vertical integration where value chain position determines direction. For industries without integration (passenger airlines being a clean example), kinetic/geopolitical signals tend toward unidirectional because no firm has the structural position to capture upside. The L2 should distinguish between positional signals (bidirectional, positioning matters) and kinetic/geopolitical signals (directionality depends on industry value chain structure), with the kinetic/geopolitical signal scoring conventions adjusted per-industry rather than applied uniformly. For airlines specifically, kinetic/geopolitical signals are mostly unidirectional with magnitude dispersion driven by firm-specific natural hedges (DAL Trainer refinery being the cleanest example). This is the framework's first observation of this pattern and should inform the L2 v1.1 refresh.
Strategic responses · crisis management playbook for kinetic/geopolitical signals weekly decision cycles
Emergency fuel procurement and hedging
Immediate · fuel channel
The first-order corporate decision is whether to lock in fuel at current elevated prices or wait for potential ceasefire resolution. The framework's view is that the decision depends on scenario weighting: if hard probability is above 30%, hedging now locks in a known cost and removes the existential tail risk for weak-balance-sheet carriers (AAL, JBLU, LUV). If hard probability is below 20%, the current prices are unattractive for forward hedging. At the current 25% hard probability, the decision is firm-specific: AAL and LUV should hedge aggressively because they cannot absorb the hard scenario; DAL should not hedge because its Trainer refinery already provides natural protection; UAL has discretion because it has the balance sheet to absorb the hard tail while preserving upside if the ceasefire holds. Note the crack spread problem: hedging crude oil only captures part of the exposure because jet fuel refining margins have diverged dramatically from crude. Physical supply contracts with refiners are more effective than financial hedges for the current crisis.
TimingThis week
ReversibilityLow once executed
TriggerCeasefire status update
Cost$50–200M hedge premium
Capacity reduction and network rerouting
Operational · route channel
UAL has already cut 5% of 2026 capacity, specifically targeting unprofitable off-peak routes, Israel/Dubai service, and ORD decongestion. This is the right playbook: cut the marginal flights that lose the most money at elevated fuel prices, which also happen to be the flights with the weakest demand in a crisis. The framework's view is that other Boeing-heavy US legacies (AAL specifically) should follow UAL's lead with 3–5% capacity cuts, and European operators should rebalance toward transatlantic and away from Europe-Asia routes during the acute window. Network rerouting is a separate decision from capacity cuts: rerouting adds fuel burn but preserves market position, while capacity cuts abandon routes entirely. For the European trio (DLAKY, AFLYY, ICAGY), the rerouting decision is high-stakes because the Europe-Asia corridor is core to their network; capacity cuts on these routes would cede share to Gulf carriers (EK, QR, EY) permanently.
TimingNext 2–4 weeks
ReversibilityModerate, ~3 month lag
TriggerQ2 booking curves
Value$200–500M OI savings
Fare surcharges and pricing discipline
Value capture · pricing power
In a crisis-constrained environment, airlines have pricing power they don't have in normal conditions. DAL, JBLU, and UAL have already raised checked bag fees, and most carriers have introduced or increased fuel surcharges. The framework's view is that approximately 50% fuel cost pass-through is achievable in the current environment (vs ~30% in normal conditions) because consumers accept price increases during visible supply disruptions. The risk is that pass-through beyond 60% triggers demand destruction in the price-sensitive segment, which is why ULCC economics (ALGT, JBLU leisure) are more constrained here than legacy economics. For corporate travel, full pass-through is achievable because demand is less price-sensitive and the expense accounts absorb the increase. This is a rare window where premium positioning pays off and the framework's traditional advice to compete on cost reverses temporarily.
TimingAlready underway
ReversibilitySurcharges reversible
TriggerCompetitor pricing data
Value50% fuel pass-through
Liquidity preservation and cash management
Balance sheet · survival
For fragile-balance-sheet carriers (AAL with $36.5B debt, JBLU operating at a loss, smaller ULCCs), the immediate question is cash runway through the crisis window. AAL specifically needs to preserve liquidity aggressively because the modal scenario puts 80%+ of 2024 operating income at risk and the hard scenario is nearly existential. Levers: (a) draw revolvers early while credit markets are still open, (b) defer non-essential capex including aircraft progress payments where contracts allow, (c) suspend buybacks, (d) explore bridge financing from strategic partners. The framework's strongest warning is to AAL specifically — the combination of balance sheet fragility, no hedging, and no natural hedge means AAL has the least margin for error. LUV by contrast has a strong balance sheet and can absorb the modal scenario without liquidity stress, but should still preserve flexibility. DAL, UAL, and the European legacies have adequate liquidity for modal but should prepare for hard scenario contingencies.
TimingThis week (AAL)
ReversibilityHigh for revolvers
TriggerCredit spread widening
Magnitude$2–5B liquidity buffer
Scenario-triggered decision framework
Governance · decision speed
Kinetic/geopolitical signals require decision speed that normal corporate governance cycles cannot provide. The single most valuable governance move is pre-committing to specific responses at specific data triggers, so management doesn't have to reconvene the board every week to debate incremental capacity cuts. Example structure: If oil sustains >$115 for 7 consecutive days, activate emergency capacity plan (additional 5% cuts beyond baseline). If oil drops below $85 for 7 consecutive days, begin reversing emergency measures. If Hormuz traffic returns to >40 vessels/day sustained, restore international schedule. The triggers should be defined now and communicated to the board so execution is automatic when the data arrives. This is different from strategic planning because the timescale is days not quarters, and the decision cost of waiting for a board meeting is measurable in millions per week. UAL's 5% capacity cut announcement is a good example of this playbook being executed rapidly; AAL has been notably slower to communicate a specific plan.
TimingImmediate framework
ReversibilityFully reversible
TriggerDaily signposts
CostBoard time, CEO bandwidth
Stakeholder and crisis communications
External · confidence management
Kinetic/geopolitical crises create information asymmetry between management and investors/employees/customers that normal quarterly communication cadences cannot handle. Out-of-cycle investor updates have value in both directions: they manage expectations downward before earnings cycles (avoiding larger drops when results disappoint) and they signal management competence to employees and customers who are watching for reassurance. DAL's decision to maintain guidance publicly sends a signal about refinery benefit that moves the stock; UAL's decision to announce specific capacity cuts sends a signal about management responsiveness that credit markets reward. Silence is the worst strategy in a fast-moving crisis because it allows adverse interpretation to fill the information vacuum. AAL has been relatively quiet and its stock has correspondingly underperformed; this is a communication failure as much as a fundamental one. For employees, crisis communication is about reassurance on pay, schedules, and job security; for customers, it's about schedule reliability and cancellation policies.
TimingWeekly or bi-weekly
ReversibilityFully reversible
TriggerMaterial data changes
ValueNarrative control
The tactical vs strategic distinction is fundamental

The six cards above operate on timescales of days to weeks, not quarters to years. This is structurally different from the Boeing L3 responses (which were multi-year strategic decisions like fleet diversification) and the loyalty L3 responses (which were multi-quarter positioning decisions like state AG litigation monitoring). Kinetic/geopolitical signals require a different kind of corporate muscle: real-time data monitoring, pre-committed decision frameworks, rapid execution capability, and crisis communication discipline. The framework should probably distinguish strategic responses (Boeing L3 style) from tactical responses (Iran L3 style) going forward, because the governance processes, reversibility profiles, and cost of delay are fundamentally different.

For firms not in the primary impact zone: DAL's playbook is specifically about maximizing the competitive advantage created by Trainer refinery — aggressive capacity expansion into markets where competitors are cutting, premium pricing discipline that captures the full fuel pass-through, and messaging to investors that the Trainer advantage is durable. Smaller carriers (JBLU, ALK, ALGT) should focus on cash preservation and wait for the crisis to resolve rather than trying to expand counter-cyclically.
Strategic response 7 · M&A and consolidation positioning NEW Apr 20
The kinetic/geopolitical shock has opened a consolidation window that was closed under the Biden administration. DOT Secretary Duffy said April 7 there is "room for mergers" and Trump "loves big deals." United CEO Kirby has floated an AAL acquisition to the Trump administration. Spirit is facing potential liquidation after its restructuring plan (based on $2.24/gallon fuel) was destroyed by $4.60+ fuel reality, creating slot and gate acquisition opportunities at major hubs. JetBlue has hired advisers to assess a potential sale. For strong carriers (DAL, UAL): evaluate opportunistic acquisition of distressed carrier assets (Spirit gates at FLL and MCO, JetBlue slots at JFK and BOS) as they become available. For pressure cases (AAL, LUV): the consolidation conversation creates strategic optionality — AAL should evaluate whether accepting a merger approach creates more shareholder value than navigating the fuel shock independently with its heavily leveraged balance sheet. For all carriers: the regulatory window (Duffy + Trump) may not persist beyond this administration. Corporate boards should be evaluating M&A scenarios now, because the combination of fuel stress, regulatory openness, and distressed competitors is historically rare. Delta CEO Bastian explicitly called this dynamic out on the Q1 earnings call: "high fuel prices have been the most powerful catalyst for change, separating the winners and forcing weaker players to rationalize, consolidate or be eliminated."
Owner: CEO / Board / Corporate Development · Timescale: 3–12 months · Addresses: K-shaped divergence and structural industry reconfiguration
Methodology. Firm-level impact estimates are calibrated against three independent data sources as of April 9 2026: (a) public management commentary (DAL $6.50–7.50 EPS guidance maintained, UAL 5% capacity cut, LUV no hedging resumption), (b) analyst revisions (UBS cut AAL 2026 EPS from $2.00 to $0.43), and (c) stock price reactions (airline stocks fell 4.6–6.6% on April 2 2026). The numbers represent net operating income impact relative to a pre-war counterfactual operating plan. Methodology: gross revenue impact from fuel cost, route disruption, and demand destruction − fare pass-through (~50%) − capacity cut offsets − natural hedges (DAL Trainer refinery only). Probability weights (25/45/30) are calibrated against current market pricing of oil futures and ceasefire-sensitive securities; they should be re-tested daily as the situation evolves.

Coverage. Twelve listed passenger airlines from the L2 dashboard. Every firm has negative expected impact because kinetic/geopolitical signals do not have bidirectional scoring. The most impacted firms are UAL, AAL, and the European trio (DLAKY, AFLYY, ICAGY); the least impacted is DAL because of the Trainer refinery natural hedge. LUV is notable for being 100% domestic but still materially impacted because of the fuel cost channel and the decision to quit hedging in 2025.

Limits. The largest source of uncertainty is scenario probability weights, which could plausibly shift by 10 percentage points in either direction over a 48–72 hour window given the pace of the ceasefire situation. The modal scenario impact estimates are validated against observable analyst and management data; the hard and soft scenario estimates are necessarily less precise. The framework's most important finding is not any specific number but the structural observation about kinetic/geopolitical signal directionality: kinetic/geopolitical signals are bidirectional or unidirectional depending on industry value chain structure, and the airline industry happens to be unidirectional because of its structural lack of vertical integration. The L2 dashboard should distinguish positional from kinetic/geopolitical signals in its scoring conventions, but the directionality of kinetic/geopolitical signals should be assessed per-industry rather than assumed uniform.

Updating. This L3 should be treated as provisional and updated as the ceasefire situation evolves. The most likely near-term re-version trigger is the DAL Q1 earnings release the week of April 9 2026, which will provide the first comprehensive management view of fuel shock impact on Q1 actuals and Q2 guidance. A ceasefire breakdown would trigger immediate re-version toward hard scenario; a durable ceasefire framework would trigger re-version toward soft.
Sources & references
Oil markets & energy
Airline fuel impact & hedging
Company-specific commentary
Political & international developments
April 2026 updates · ceasefire, consolidation, liquidity
May 2026 updates · Spirit liquidation, Q1 earnings, escalation
Calibration approach. Quantitative claims in this L3 are calibrated against three independent source types: (a) primary management commentary (DAL maintained $6.50–7.50 EPS guidance, UAL Kirby capacity cut announcement, LUV hedging policy as disclosed via spokesperson statement to CNBC), (b) sell-side analyst revisions (UBS cut AAL 2026 EPS from $2.00 to $0.43 per Kavout citation), and (c) market price action (airline stocks fell 4.6–6.6% on April 2 2026 per AeroTime). Where sources disagree, the L3 prioritizes primary management disclosures over analyst estimates and analyst estimates over media interpretation. All facts as of May 13 2026. The signal is fast-moving and source data should be re-checked before making time-sensitive decisions.