Nine Months Later, the Iran War Shows Why Black Swans Rarely Arrive Without Signals

Posted on March 9, 2026

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The best way to respond to the Iran war is not to expand your AI footprint, but the aperture of your procurement and supply chain lens.


For The Busy Executive

Most call the Iran war a black swan. The signals were visible for 18 months — if anyone was scanning across the right system of strands. This post does not argue that Hansen Strand Commonality™ predicted Iran. It did not, and no framework should claim to. The question it answers is whether your organization is configured to look at enough of the right things to see the next convergence forming — before it becomes the crisis you are managing instead of the risk you are navigating.


Procurement Is Not a Passenger — Unless You Choose to Be

Every organization currently absorbing energy price shocks, logistics disruptions, and supply chain dislocations from the Iran conflict is facing a version of the same question: are we passengers on this ride, or do we have a role in how it ends for us?

The answer depends entirely on aperture — the width of what your organization scans, asks about, and considers relevant before a disruption becomes undeniable.

The Department of National Defence case from the late 1990s is the clearest illustration of what aperture means in practice. An MRO procurement platform was delivering 51% next-day performance against a 90% contract requirement. The instinct was to optimize what the existing system was already measuring: delivery rates, order volumes, platform performance. Before any of that, one question was asked outside that frame: what time of day do orders come in?

The answer was 4pm. The data was clean. The metrics were accurate. But no one had asked the question that fell outside the existing measurement frame. Technicians were sandbagging orders until end of day to hit their service call targets — a behavioral pattern invisible to every metric the system was tracking. The fix was not better measurement of the existing frame. It was expanding the frame until the real driver (and ultimately all internal and external drivers) came into view.

That is what Hansen Strand Commonality™ is designed to do. Not predict events. Expand the aperture — systematically ask the questions that fall outside the frame your organization is already using — until the patterns forming beyond your current line of sight become visible.

The Iran war did not appear without signals. It appeared without enough organizations scanning the signals that were there.


What Expanded Aperture Looks Like Right Now

For procurement and supply chain professionals currently managing the Iran disruption, the immediate question is not just how to respond to what has happened. It is what questions you are not yet asking about what is forming.

The 30 to 90 day frame — triage and aperture expansion

The organizations with options right now built option sheets before the disruption became obvious. For everyone else, the immediate work is two parallel tracks: triage what you have, and expand what you are scanning.

On triage: identify which supply chains carry Hormuz-dependent exposure — not just direct oil purchases, but any supplier whose manufacturing cost, freight cost, or component sourcing runs through Middle East energy flows. Pharmaceutical, electronics, cosmetics, and agricultural sectors all carry indirect exposure that most procurement teams have not yet traced to source. Review every force majeure clause in active contracts before suppliers invoke them. Qatar’s LNG force majeure declaration is the template — understanding your contractual position before your suppliers act is the difference between managing the disruption and absorbing it.

On aperture: the fertilizer strand is the question most organizations are not yet asking. One-third of global fertilizer trade passes through the Strait of Hormuz. Agricultural input costs, food sector procurement, and packaging material costs all carry exposure that the market has not yet fully priced. The organizations that ask this question now and move on alternative sourcing will have a measurable cost advantage within 60 to 90 days. The ones that wait for it to become a headline will be in the same position Ericsson was in after the Philips fire — reacting after the window to act has closed.

The 6 to 12 month frame — scanning what is forming now

The strands that produced the Iran conflict are not resolved by the conflict itself. Whatever the eventual outcome, the structural vulnerabilities it has exposed will remain. Three strands worth asking about now — outside the frame of current coverage:

The Russia competitive repositioning strand. With Middle East barrels disrupted, India and China face strong incentives to deepen reliance on Russian crude. That shifts the competitive structure of global energy sourcing in ways that will affect procurement costs and supplier relationships well beyond the current conflict’s duration. Most category strategies have not modeled this shift.

The agricultural cascade strand. Fertilizer trade disruption through Hormuz will take 60 to 120 days to fully transmit into food production costs. This is the question your agricultural, food sector, and consumer goods suppliers are not yet raising with you — but will be. Asking it now, before they do, is what expanded aperture produces.

The insurance repricing strand. War-risk premiums are being recalibrated globally across multiple shipping lanes simultaneously. This affects not just Middle East routes but the entire cost structure of maritime logistics. Freight category strategies built on pre-2026 insurance assumptions are operating on a closed frame — measuring against a market that no longer exists.

The governance architecture question — Phase 0

The deeper question is not which strands to scan. It is whether your organization’s operating system is configured to act on what the scan reveals.

An organization that identifies the fertilizer cascade forming right now, but whose procurement function lacks the decision rights, supplier relationships, or budget flexibility to act on that signal within 30 days — has a readiness problem, not an intelligence problem. The signal is available. The organization cannot convert it into action before the window closes. Awareness without the ability to act is almost as bad as a lack of awareness.

This is the Phase 0 question — and it is the question that determines whether strand commonality produces competitive advantage or just better-informed passengers. Not “did we see it coming?” but “if we had seen it coming, could we have moved?”


Why This Prescription Is Grounded — The 15-Year Record

The forward-looking section above is not reactive commentary generated by a current event. It is the application of a framework with a documented 15-year lineage to a situation that framework was built to address. Here is that lineage.


What the 2010 Archive Established

In a 2010 lecture on cluster development and supply network resilience, I argued that most supply chain crises are not sudden events but the culmination of interacting economic, geopolitical, and behavioral forces that accumulate long before the disruption becomes visible. The challenge for organizations is not predicting the exact trigger — whether a financial collapse, a pandemic, a war, or a logistics chokepoint — but recognizing when multiple strands of influence begin converging on the same operating system. When that convergence occurs, the disruption that eventually emerges will appear sudden to those watching individual signals in isolation, but predictable to those scanning the system as a whole.

That observation later evolved into the Hansen Strand Commonality™ framework, which was originally developed in 1998 with funding from the Government of Canada’s Scientific Research and Experimental Development (SR&ED) Program.


The Energy Market Has Always Worked This Way

In a conversation with Peter Hall, then V.P. and Chief Economist at Export Development Canada, the same principle emerged in plain economic language. Hall described how provincial, national, and global forces together form what he called “a collective mosaic of overlapping influence” — and that it is precisely in those overlapping areas that the larger economic picture becomes visible.

That is what strand commonality formalizes. Disruptions rarely originate from a single signal. They emerge from the overlap of many. A geopolitical event, an insurance market shift, a sovereign energy hedge, a military buildup — individually, each is a data point. Together, they are a pattern. The discipline is learning to ask about the overlaps before they converge into a crisis.

Hall also documented the 2008 energy shock in terms that resonate directly today. When crude prices collapsed from $147 per barrel in July 2008 to $32 by December — a drop of 78% in five months — the trigger was financial rather than geopolitical. But the cascade across logistics, investment, industrial supply chains, and procurement planning followed the same structural mechanism now playing out in reverse. Different trigger. Same propagation architecture. The framework does not change with the trigger. That is precisely the point.

The third strand Hall identified — the one with the longest strategic tail — was demand structure. Developing economies with expanding middle classes drive energy demand growth while mature economies see declining demand. That is why China accounts for the largest share of Hormuz oil flows today, why India has activated contingency plans, and why South Korea announced it could run out of LNG within nine days of the strait closure. The structural demand dependency that makes the Hormuz disruption globally severe has been accumulating for decades. It was a visible strand long before February 28, 2026.

Hall also surfaced the concentration risk pattern that applies across every chokepoint the current conflict has exposed: 96% of Canadian crude exports went to a single customer — the United States. That is the same concentration logic that makes the Strait of Hormuz, Ras Laffan, and Dubai International Airport simultaneously critical. Concentration is not a feature of one industry or one region. It is the recurring structural vulnerability that converts disruptions into crises — and the first thing an expanded aperture reveals.


The Strands That Were Visible Before February 28

To be precise about what expanded aperture would have shown in Q3 and Q4 2025 — not as prediction, but as a pattern forming across multiple systems simultaneously:

  • Iran and Israel exchanged missile strikes in 2024, then fought a Twelve-Day War in June 2025 — including a US airstrike on Iran’s nuclear facilities
  • War-risk ship insurance premiums for Strait of Hormuz transit began rising in late 2025
  • Iran increased oil exports to three times normal rate in February 2026, reducing storage — a classic pre-conflict sovereign hedge
  • The largest US military buildup in the Middle East since the 2003 Iraq invasion was confirmed publicly by mid-February 2026
  • Nuclear talks collapsed in Geneva in February 2026
  • Trump issued explicit military warnings against Iran in January 2026

None of these strands was hidden. Any organization scanning across geopolitical, energy, logistics, and insurance signals had the pattern. The 6–12 month lead time the June 2025 post identified as the benefit of strand-based scanning was available. The question was not whether the signals existed. It was whether anyone was looking at all of them together — rather than each one inside the narrow frame of its own sector.


What Is Happening Now

On February 28, 2026, the United States and Israel launched joint airstrikes on Iran. The response has cascaded through global supply chains in ways that are structurally consistent with what the six-strand pattern described above would have projected.

War-risk insurers have reassessed or withdrawn coverage for Hormuz transit. Tanker operators have slowed or halted movement through the strait while energy markets have reacted sharply. Oil prices have surged significantly from pre-conflict levels. LNG markets have tightened after a major Gulf producer declared force majeure on gas contracts following attacks on its export facilities. Shipping schedules across Asia and Europe are severely disrupted, and aviation in the region has been directly affected. The economic closure of the strait has been effectively achieved through insurance withdrawal before any formal blockade was declared — the same mechanism that drove the Red Sea disruption, applied at larger scale.


What This Means for the Organizations Named in the June 2025 Post

A precise clarification: the benefit figures in the original post — “$10M–$25M in losses avoided” for Duke Energy, “40–50% disruption reduction” — were modeled scenario outputs based on RAM 2025™ multimodel assessment, not empirically verified outcomes. The current conflict does not prove those exact numbers. What it validates is the direction, the mechanism, and the magnitude of the risk class the framework identified.

Duke Energy faces an energy price environment that has moved dramatically and rapidly. Its net-zero infrastructure expansion depends on supply chains — solar panel components, transformer equipment, construction materials — that route through regions now experiencing severe logistics disruption. An organization that expanded its aperture in Q3 2025 and pre-positioned sourcing outside Hormuz-dependent supply lines is in a materially different position today than one that did not.

Novartis and the pharmaceutical sector face the API sourcing strand the original post flagged. With China and India accounting for nearly 70% of all Hormuz crude flows, an extended disruption raises energy and logistics costs across the entire API manufacturing and shipping chain — not as a projection, but as a current-state reality.

Estée Lauder and MAC illustrate the cross-sector reach that makes aperture expansion analytically distinct from standard sector risk monitoring. A cosmetics executive does not instinctively connect a Middle East military conflict to packaging inputs, freight costs, and consumer-demand volatility. But energy costs flow through every manufacturing and logistics operation, and consumer purchasing power contracts when energy prices rise. The strand connection is indirect — but it is real, and it is now moving.

The public sector and telecom exposure is equally direct: Virginia’s eVA platform — one of the most mature public procurement systems in the United States — is now managing fuel, emergency supply, and infrastructure cost pressures it was not scanning for; Bell Canada’s 5G buildout timelines face component and logistics costs running through the same Asian manufacturing base dependent on Hormuz energy flows.


The Pattern Behind the Conflict

The Iran conflict did not validate a prediction. It validated a pattern.

Energy dependency. Logistics chokepoints. Insurance withdrawal. Supplier concentration. Slow governance response.

These strands have appeared in every major supply chain disruption of the past two decades — COVID, Ukraine, semiconductor shortages, the Red Sea crisis, and now Hormuz. The geography changes. The trigger changes. The cascade mechanism does not.

The trigger changes. The failure mode does not.

That is what the Procurement Insights archive has been documenting since 2007 — and what the following timestamps make concrete.


The Archive Said This Before Iran

This is not the first time these pages have documented the pattern. It is the first time a single event has validated this many archive threads simultaneously.

In July 2025, a post on Hansen Fit Score™ and the Metaprise, agent-based, and strand commonality models argued that in a polycrisis, procurement needs an orchestration layer spanning suppliers, data, transactions, AI, and governance — treating geopolitics, energy, logistics, supplier exposure, and pricing as one connected system rather than separate domains. The current conflict is exactly that system in motion. → procureinsights.com/2025/07/01/how-does-the-hansen-fit-score-and-more-specifically-the-metaprise-agent-based-strand-commonality-models-position-both-procurement-practitioners-and-procuretech-solution-providers-to-effectively-respond/

In August 2025, a post on what lies ahead for procurement argued that geopolitics and tariffs are permanent volatility, not episodic events — and that the winning response is sensing plus optioning, not inventorying. That is the architecture the organizations with options right now built before February 28. → procureinsights.com/2025/08/16/james-r-martin-asks-what-is-in-store-for-procurement-in-2026-and-beyond/

In February 2026 — three weeks before the conflict began — “The Next Supply Chain Crisis Isn’t a Black Swan” argued that most modern disruptions are not true black swans but governance failures: organizations lacked architectures capable of absorbing disruption regardless of trigger. The Iran war is the current trigger. The governance gap is the same one. → procureinsights.com/2026/02/04/the-next-supply-chain-crisis-isnt-a-black-swan-its-a-governance-failure-you-havent-built-for-yet/

And the Nokia/Ericsson case remains the clearest behavioral template. Nokia moved fast, switched suppliers, redesigned around available components. Ericsson accepted early reassurance and delayed, losing more than $400 million in earnings. The Iran war lesson is the same: the issue is not whether a Hormuz closure can be forecast to the day. The issue is whether your aperture is wide enough to see it forming — and whether your organization is configured to act before the window closes. → procureinsights.com/2025/06/01/what-if-revisiting-the-famous-nokia-and-ericsson-case-study/

The archive does not prove that Iran was specifically predictable. What it shows — with 18 years of longitudinal consistency — is that the organizational failure mode was predictable. Executives knew disruptions were coming but stayed underprepared. Firms kept treating networked shocks as isolated events. Governance and readiness kept lagging behind technology and analytics. And when the trigger came — pandemic, war, chokepoint, shortage — procurement scrambled to improvise what should already have been architected.


A Note on the Fertilizer Strand

The strand that has received the least mainstream attention is the one with the longest tail: one-third of global fertilizer trade passes through the Strait of Hormuz. Agricultural input costs, food sector procurement, and downstream consumer price inflation have a supply chain connection to this conflict that is not yet reflected in most organizational risk assessments. It will be. Organizations with agricultural, food, or consumer goods exposure that are not yet asking this question are in the same position Ericsson was in after the Philips fire — waiting for the disruption to become obvious before treating it as real.

The trigger changes. The failure mode does not.


Current industry coverage is available at procureinsights.com. Hansen Models™ and the Hansen Fit Score™ framework: hansenprocurement.com

Jon Hansen — Procurement Insights | Hansen Models™ | Independent. Unsponsored. Archive-based. | procureinsights.com | hansenprocurement.com

Original post referenced: procureinsights.com/2025/06/01/what-do-procurement-organizations-from-estee-lauder-duke-energy-and-virginia-have-in-common/


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