Archive in preparation
Research notes
The public archive is being developed for observations on gold, major FX pairs and our analytical methods. Future notes will include publication dates, context and data limitations.
About the research archiveMarket intelligence for gold and major FX pairs.
AISURI brings together market structure, quantitative research and AI-assisted interpretation to examine gold and major FX pairs.
Independent research with human oversight of the research framework and its use.
- Market structure
- Quantitative evidence
- AI-assisted interpretation
Our markets
Gold XAU/USD
Market structure, trend context and quantitative observations in the gold market.
Major FX pairs
EUR/USD is the initial reference market. Further major pairs will be introduced as research coverage develops.
From market context to a reasoned view.
Evidence gains meaning when we understand the conditions around it. Our approach connects three stages of research.
Establish the context
Identify market structure, relevant price areas and the conditions shaping the current market regime.
Examine the evidence
Consider quantitative signals, available volume observations and relevant events together, with attention to data quality.
Define the conditions
Document the assumptions, limitations and changes that would call for a different interpretation.
Meet Aisuri Hayashi.
Aisuri Hayashi is AISURI’s distinct digital research identity, developed around AI-assisted market analysis and a consistent analytical perspective.
Her work connects market structure and quantitative evidence with AI-assisted interpretation. Human oversight guides the research framework, its development and its use.
How we workResearch and accountability.
A clear account of what is available today, and what is being prepared.
Public record in preparation
Performance reporting
No performance figures are published at present. Future reporting will distinguish historical tests, forward observations and live results, with their relevant risk context.
Reporting principles