INDEPENDENT POLICY & RESEARCHConceptual framework Edition 0.8.0
Oil & international cooperation · 2022

Cooperation already exists. Test what AI would add.

Could a MAR-style information process improve the practical matching and review of an already authorized energy response?

Documented event · Proposed MAR application
The practical opportunity

Test whether shared, verified analysis improves the fit between available supply and a civilian need.

Historical facts and the proposed MAR response are presented separately below. The benefits are hypotheses to evaluate.

What happened

IEA member countries agreed on 1 April 2022 to make 120 million barrels available from emergency stocks. The IEA’s 14 April update described roughly 88 million barrels of crude oil and 32 million barrels of oil products in that action. International Energy Agency · 14 April 2022

The IEA later reported that the March and April 2022 collective actions together amounted to 182.7 million barrels. Countries used public reserves and reductions in industry stockholding obligations; deliveries from public reserves were completed by the end of 2022. International Energy Agency · 22 June 2023

The coordination question

This is documented international cooperation through existing institutions. It is a useful comparison for MAR because the added value of software must be assessed against a real coordination process that already has responsibilities, experience, and authority.

Who would cooperate?

The roles below describe a proposed exercise based on the event. They are not a record of MAR participation.

Participant 01

Participating governments & agencies

Authorize national contributions and communicate the approved terms, timing, and limits of their own response.

Participant 02

Stockholders, refiners & distributors

Verify the available product, receiving or processing requirements, transport feasibility, and delivery constraints.

Participant 03

Coordinating institution & reviewers

Reconcile contributions and updates, identify double counting, record unresolved gaps, and evaluate whether the information helped an authorized decision.

A shared, verified information picture

Participants exchange only approved information, can challenge a report, and remain responsible for their own decisions.

How a MAR-style response could work

  1. Describe the actual need. Distinguish a crude-oil supply issue from a diesel or other refined-product gap. State the location, time window, approved purpose, and information still required.
  2. Verify available contributions. Confirm whether an offer is crude oil or a finished product, when it can be available, and under whose authority. Keep commitments, physical deliveries, and revisions distinct.
  3. Check the path to civilian use. Have responsible operators verify processing, product suitability, transport, and receiving capacity before treating a contribution as usable local supply.
  4. Reconcile commitments with delivery. Maintain an auditable record of confirmed contributions and actual receipts. Flag duplicate counts and explain revisions without transferring release authority to a model.

What AI could contribute

AI could help compare approved contribution notices, normalize units and product categories, and flag duplicate or conflicting entries. Responsible analysts would verify the result and retain an auditable link to each source record.

Who would retain authority

Governments would retain release decisions and national responsibilities. Existing institutions would retain their mandates. Stockholders and operators would retain responsibility for product and delivery feasibility.

Review the proposed controls

Who could benefit—and how?

These are possible benefits, not measured historical results.

Energy agencies and coordinating institutions

A clearer distinction between commitments and deliveries could help them identify unresolved supply or timing gaps.

How to test the benefit
Reconciliation errors, unresolved commitments, and time taken to confirm a material change.

Refiners, distributors, and essential fuel users

Product-specific analysis could support decisions about whether available supply can meet a particular need.

How to test the benefit
Feasible deliveries against the stated need, with processing and transport constraints held constant.

Public reviewers and participating countries

Traceable records could make contributions, changes, and the basis for decisions easier to inspect.

How to test the benefit
Ability to reconstruct decisions, correction time, and double-counting incidents.

Limits that matter

The historical releases were not a MAR deployment. The April figure is a component of the combined March–April total, not an additional amount to add to that total. Crude oil availability should not be presented as immediate diesel availability: an exercise must account for the processing and delivery needed to meet a refined-fuel requirement.

A fair test of the added value

Use a controlled replay of contribution, revision, and delivery records. Compare existing reconciliation, an improved structured non-AI workflow, and an AI-supported workflow using the same records and disclosure times. Evaluate accuracy and usable supply planning before claiming an operational benefit.

What would challenge the proposal?

Do not count faster summaries as success if they double-count a contribution, confuse crude oil with a finished product, expose restricted information, or fail to improve a decision compared with a simpler workflow.

Use authorized historical or synthetic records. Where the historical record lacks a necessary detail, label the exercise assumption rather than presenting it as a fact about the incident.

How uncertainty should be handled

Related MAR hypotheses

These source connections suggest questions to investigate. Their status remains untested hypotheses.

Inspect hypotheses in the Resilience Lab

Sources and interpretation

Primary institutional sources for the historical record. The workflow and benefit analysis above are Safe Nations’ proposals. Reviewed 5 November 2026.