Capital and resources
How technological velocity changes capital duration, prospective returns and the allocation of scarce economic capacity.
AI RESEARCH + INSTITUTIONAL APPLICATION
Architecture at the Point of Consequence.
Teraxys develops original frameworks for the points at which artificial intelligence changes the allocation of capital, the formation of judgment and the exercise of institutional control.
THE CHANGING RISK
AI is accelerating complexity faster than institutional judgment is adapting. Institutions are applying control frameworks of a past age to a fundamentally altered future.
FROM SYSTEM TO DECISION
Economic systems and institutional judgment.
Teraxys examines how AI changes capital and resource allocation at the system level, and how it changes judgment, authority and control within organizations.
Formation and dependence
How AI develops the frame, generates evidence and provides analysis supporting decisions—and how repeated use can transfer substantive judgment while authority remains human.
Control and adaptation
How organizations identify significant judgment, preserve independent command and adapt their operating architecture as AI participation deepens.
RESEARCH AREAS
Research across distinct fields of AI impact.
FIELD 011 publication
Capital Allocation
The economics of marginal AI investment, its impact on financial and physical capital, and the opportunity cost of the resulting choices.
Enter the research areaFIELD 022 publications
AI Judgment & Control
How AI reshapes the formation and transfer of judgment, how dependence accumulates, and where control must intervene before judgment becomes consequence.
Enter the research areaAPPLIED WORK
A practical starting point for finance teams.AI LITE SCAN
See where AI use and the control record have diverged.
A focused review of one finance workflow maps current AI use, the judgment and review points it affects, and the documentation or control gaps management should address. The output is concise, specific and designed to create a usable first view.
Fixed fee5–6 hoursOne workflowApprox. 3-page report
View the AI Lite Scan TERAXYS / 2026