AI in oil & gas — who is leading, who is falling behind, and why it matters.

The ARIA Index scores 18 publicly traded oil and gas companies across five observable dimensions — AI investment intensity, implementation depth, outcome attribution, workforce transformation, and governance maturity. Built from public filings, earnings calls, job postings, and regulatory disclosures. Not self-reported surveys.

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How does your company compare?

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Your ARIA Index score, presented to your board.

A bespoke briefing package presents your company's ARIA Index score to your board — contextualized against sector peers, formatted for the boardroom, and backed by LG Strategy's expert analysis. Boards are now expected to demonstrate AI oversight competence. The ARIA Index gives them an externally sourced benchmark to work from.

→ Your ARIA Index score with full dimension breakdown
→ Peer comparison across all 18 companies in the pilot universe
→ Expert narrative — what the score means for your strategic position
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The ARIA Index as an investment research input.

The ARIA Index is available for investment research integration. Systematic access to sector-level AI performance scores — covering investment intensity, implementation depth, outcome attribution, workforce transformation, and governance maturity — for hedge funds, PE firms, and equity analysts covering relevant sectors.