Trader Toolkit · Module 4 · Premium

News-to-Barrels AI

Headlines are noise until they're sized. Every market-moving event is converted into estimated barrel impact: affected capacity, the full impact chain across crude, products, cracks and differentials — and an honest confidence grade with watchpoints.

1 · Ingest

Event captured from public reporting

2 · Classify

Outage, policy, sanction, weather, infrastructure

3 · Size

Affected capacity in kb/d from public data

4 · Map

Impact chain: crude → products → cracks → diffs → freight

5 · Grade

Confidence plus what would change the call

Active event board

Newest first. Events stay on the board until resolved; confidence and impact chains are revised as facts firm up.

Refinery outageNW Europeconfirmed2026-07-04

Event: Refinery outage in Rotterdam

Affected capacity

400 kb/d

refining capacity offline

Duration estimate

2–4 weeks (unplanned CDU repair)

Likely impact

Crude demand: Lower crude demand in NW Europe — ~400 kb/d of crude runs lost while the unit is down.
Diesel imports: Higher diesel imports into ARA to replace lost production; East-of-Suez and US Gulf cargoes bid.
Diesel crack: Wider diesel crack in Europe — supply loss into an already import-dependent market.
North Sea differentials: Potential weakness in Forties/Ekofisk differentials as a natural local buyer of these grades steps away.

Confidence: medium

Outage confirmed by operator; capacity figure from public refinery data. Duration is the uncertain variable — repairs of this type have ranged 2–8 weeks.

Watch: Operator restart guidance; ARA diesel stock draws; Forties differential vs Dated. A restart inside two weeks halves the diesel-crack impact.

Producer policyGlobaldeveloping2026-07-03

Event: OPEC+ ministers signal faster unwind of voluntary cuts

Affected capacity

+250 kb/d per month

supply returning from October (indicated pace)

Duration estimate

Phased over 6+ months if confirmed

Likely impact

Crude supply: Adds ~250 kb/d per month from October — roughly +1.5 mb/d by end-Q1 if the full schedule runs.
Deferred timespreads: Back of the curve absorbs the supply first — pressures the rich Brent 6-month spread flagged in Module 3.
Medium-sour differentials: Returning barrels are mostly medium sour — narrows the sour premium, widens Brent–Dubai.
OPEC spare capacity: Paradoxically supportive of the risk premium: less spare cushion once barrels return.

Confidence: low

Ministerial signalling only — no formal decision. OPEC+ has deferred announced unwinds twice before when prices softened.

Watch: The formal ministerial statement; Saudi OSPs (a cut confirms barrels are really coming); compliance data for early over-production.

WeatherUS Gulf Coastdeveloping2026-07-03

Event: Tropical system tracking toward US Gulf production corridor

Affected capacity

up to 1.5 mb/d offshore + 2.0 mb/d refining in cone

production and refining at risk (conditional)

Duration estimate

Landfall window 5–7 days; shut-ins typically 3–10 days

Likely impact

Crude supply: Precautionary platform shut-ins remove offshore barrels — bullish WTI prompt if evacuations begin.
Refining demand: Refinery shutdowns cut crude demand — a landfall on refining centres is crude-bearish, product-bullish.
Product cracks: Gasoline and diesel cracks widen on lost refinery output, especially mid-driving-season.
Freight: Port closures delay loadings; the existing US Gulf vessel queue (Module 2) lengthens.

Confidence: low

Track and intensity still wide. The net crude effect flips sign depending on whether production or refining takes the hit — this is a two-sided event.

Watch: NHC track updates; operator evacuation notices; LOOP and Corpus Christi port status.

SanctionsGlobal / Middle East–Asia routesconfirmed2026-07-02

Event: New sanctions designations target shadow-fleet tankers

Affected capacity

~300 kb/d

sanctioned exports at risk of disruption

Duration estimate

Structural — enforcement cycle measured in months

Likely impact

Crude supply: Up to ~300 kb/d of sanctioned exports face friction finding vessels and buyers — effective supply tightens.
Dark fleet activity: More STS transfers and AIS gaps as the trade adapts — consistent with the 1.8σ dark-AIS anomaly in Module 2.
Compliant tanker rates: Designations shrink the usable fleet — supportive for compliant VLCC owners (see Module 3 freight note).
Sour crude differentials: Asian refiners substituting away from discounted barrels bid up compliant sour grades.

Confidence: medium

Designations are public and specific; the offset is the shadow trade's demonstrated ability to re-route within weeks. Net effect likely smaller than the headline figure.

Watch: Iranian/Russian export loadings over the next 4 weeks (Module 2); the discount on sanctioned grades — a widening discount means enforcement is biting.

Methodology: Pipeline: (1) ingest the event from public reporting; (2) classify it (outage, policy, sanction, weather, infrastructure); (3) size the affected capacity in kb/d from public capacity data; (4) map it through the barrel chain — crude demand, product supply, cracks, differentials, freight; (5) grade confidence by how well the capacity figure and duration are corroborated, and state what would change the assessment. AI-assisted desk analysis reviewed by an editor — estimates for information, never trading signals.

Barrel estimates are order-of-magnitude tools for thinking, not precise forecasts, and never a recommendation to trade. Cross-reference every event against the Balance Engine (does it move the balance?), the Flow Map (do the flows confirm it?) and the Curve Dashboard (is it priced?).

Events cross-reference the other modules: balance, flows and curve pricing.

Balance Engine →Flow Map →Curve Dashboard →