ARIA Observatory

What the evidence shows about value and advantage.

Capital is flowing into AI at a scale with few precedents. The Observatory tracks which companies are converting that investment into financial results, and the relationship between investment and value creation.

The research runs on the ARIA platform: public filings, earnings transcripts, job postings, patent records, and deal activity, scored continuously and read quarterly. The disparities among company announcements, trade press, qualified deals, and business results are a useful triangulation for gauging an industry's ability to evolve.

Block One

The Convergence Report

Which companies are converting AI investment into results, and whose clock is running out.

Capital becomes value along a chain: commitment, built infrastructure, enterprise adoption, business outcomes, competitive advantage. Each edition traces that chain with public evidence, sector by sector, and places every covered company on two exhibits: what the company has staked on AI against what its financials show, with a clock on every position marking time elapsed against the expected confirmation window.

Some companies show confirmation inside the window. Some clocks are still running. Some have run out without confirmation arriving. And the state worth the closest read, Unattributed Gains, holds companies whose ratios are improving while their AI narrative stays thin.

Exhibit 1, the Frontier Map: the value route from using AI to selling AI, against depth of transformation from augmenting to agentic, with leaders placed in four quadrants.
Exhibit 1 · The Frontier Map
The value route (Use AI to Sell AI) against depth of transformation (Augmenting to Agentic). Quadrants: Autonomous Operators, Frontier Vendors, Practical Adopters, Platform Sellers. Leaders only, above the sector commitment median. Hollow dots mark route-provisional placements, with attribution pending.
Exhibit 2, the Conversion Ledger: AI commitment against financial confirmation, with a clock arc on every position and six band-based states.
Exhibit 2 · The Conversion Ledger
AI commitment against financial confirmation, with band-based state assignment, a clock arc on every position, and a closed gold ring where confirmation has arrived. A company near zero renders inside its band, never across a boundary its state contradicts.
AI Value Creation AI Investment Eroding AI Conservative Unattributed Gains Stranded Investment
Edition One: Energy, Q2 2026. Sixteen public energy companies, scored from external data only.
Edition Two: the IT services integrators, October 2026. Eight firms whose own ratios test whether the transformation they sell produces the productivity they aspire to.
Two Products

One reads where this is headed. The other reads whose investment is working now.

Trajectories Quarterly Convergence Report
Answers Where is this headed? Whose investment is working now?
Method Scores the eight indicators against the prior baseline; names its own misses Places companies on two exhibits: the Frontier Map and the Conversion Ledger, with a clock on every position
Cadence Quarterly Quarterly, by sector
Price $125 per edition; tear sheet free $125 per edition; framework and map free
Block Two

One framework, applied sector by sector.

Energy in Edition One, built on sixteen companies the pipeline has scored since 2026. Integrators in October. Compute and hyperscalers in Q4.

Block Three

The ARIA Energy Index

The Q2 2026 edition scored sixteen public energy companies across five observable dimensions, from external data only. It remains available as a complete example of the method: the full report as a download, the tear sheet free.

Any company can commission this study for its own peer set. The same pipeline, configured to your competitive universe, your dimensions weighted to your sector, delivered as a board-ready report.

See the Q2 2026 index → Download the tear sheet → Request a custom index →
Block Four

How the research holds up.

The methodology is published in full: sources and their reliability tiers, scoring rubrics, the confirmation-window logic, and the confounder checks that flag ambiguous signals as ambiguous. Positions describe the observable record, which a reader can verify independently.

The Observatory is an independent publication of LG Strategy. No company pays to be included or to influence its position. The methodology is published with sources cited, and the independence is structural.

Access

The framework, the current exhibits, and the methodology are open to every visitor. Company-level detail and edition downloads sit behind email registration. Editions are $125 each.