Independent research firm

See how consequential change reaches capital outcomes.

Open Variable Research follows shifts in policy, technology, industry, and capital markets through operations, cash flows, balance sheets, and expectations—then states what evidence would strengthen, weaken, or reverse the conclusion.

Data & signals Research areas

Market signal / upstream versus downstream

The same refining disruption produced opposite export signals.

Russian crude exports2.7-2.8m bpd

Record June seaborne flow as falling refinery runs pushed crude outward.

Russian diesel exports187k bpd

July 1-8 tracking, versus a normal range of roughly 700-800k bpd.

More crude leaving the system did not mean more usable fuel. The conversion layer was the variable under stress.

April 2026Refinery disruption expands

July 8Diesel export gate closes

July 10Research data cutoff

Sources: Reuters, FT and Kpler. Data cutoff: July 10, 2026. Values use different observation windows and are labeled accordingly.

Question 01

What changed?

Start with the new fact, constraint, or mechanism—not the headline surrounding it.

Question 02

Who absorbs the pressure?

Trace the effect through operations, financing, incentives, and responsibility.

Question 03

What would change the conclusion?

Define the evidence that would strengthen, weaken, or reverse the judgment.

Research areas

Explore coverage ->

Area 01

Macro, Policy & Geopolitics

How policy, conflict, labor, inflation, and rates change economic behavior and market expectations.

Area 02

Technology & Industrial Systems

How technology adoption changes labor, production capacity, infrastructure, and industrial organization.

Area 03

Commodities & Real Assets

How physical supply, conversion, logistics, land, and credit conditions reach prices and cash flows.

Area 04

Capital Markets & Financial Structure

How financing, balance sheets, market structure, and positioning alter the path from evidence to repricing.

Evidence and accountability

The conclusion is only part of the record.

Research discloses its author, evidence cutoff, revision state, verification signals, and withdrawal conditions.

Data & signalsDated public evidence and active research candidates.Sources & correctionsSource hierarchy, attribution, revision, and correction policy.Research integrityAuthorship, evidence, correction, and conflict standards.

Author accountability

Qi Liu

Responsible for published judgments, evidence standards, revisions, and corrections under the Open Variable Research name.

View author profile

Research access