Built to answer one question
Is your AI adoption actually producing value?
TVCR was born from a practical problem.
While managing AI-augmented workflows on large industrial projects, the inventor discovered that no tool could answer the most basic question about AI adoption: Is it actually working?
Token dashboards track spending. Usage analytics count queries. But nobody measured whether the output justified the input.
TVCR was built to fill that gap — a rigorous, repeatable measurement framework that treats AI adoption the way financial instruments treat investment: with a clear ratio of value created to resources consumed.
Atomic Armstrong
- Electrical Superintendent and Project Manager — large-scale industrial construction
- Creator of the NOS Method — coordination framework for construction operations
- AI adoption practitioner — daily integration of AI tools into project management workflows
- Inventor: TVCR (conceived March 29, 2026), TVCR-Stable (conceived April 1, 2026) — Patent Pending
Patent Status
Both inventions form a unified intellectual property portfolio covering the complete TVCR measurement system.
TVCR Core + PQS
Conceived: March 29, 2026
Token Value Conversion Rate and Prompt Quality Score — the foundational measurement methodology.
TVCR-Stable
Conceived: April 1, 2026
Gold-denominated measurement layer — inflation-resistant, currency-neutral AI value accounting.
"Build the measurement standard for AI adoption quality — denomination-stable, jurisdiction-neutral, and built for the age of agents."