Start with the location.
Study market structure and meaningful areas before interpreting an isolated move.
Independent AI research
Market context.
Clearer reasoning.
Better questions.
Caftra Labs is developing Maven, an AI-assisted trading research system built around structured market analysis, careful validation, and human oversight.
PROJECT / CAFTRA LABSSYSTEM / MAVENSTAGE / EARLY DEVELOPMENT
01 THE SYSTEM
Meet Maven.
Research & developmentTrading research produces more than signals. It produces assumptions, competing explanations, and decisions that need to be reviewed. Maven is our project to make that process more structured.
Our development focus is an AI-assisted workflow for examining market context, documenting a thesis, evaluating follow-through, and reviewing outcomes. The system is being developed and is not available as a public service.
Challenge the expectation.
Separate what a move suggests from what subsequent price action actually supports.
Make the reasoning visible.
Keep assumptions and failure conditions explicit so the analysis can be checked.
02 RESEARCH APPROACH
Evidence before conviction.
We are exploring how AI can support a disciplined research process. These are the questions guiding development.
Can market observations become a testable thesis?
A useful thesis connects context, a directional move, and an expected follow-through. It also states what would weaken or invalidate that interpretation. We want the research process to preserve that sequence rather than reduce it to a single label.
Can we keep higher-timeframe context intact?
Lower-timeframe observations should support or challenge the original thesis without silently replacing it. Our research explores how to keep context and execution-level observations distinct and traceable.
Can AI improve review without hiding uncertainty?
Planned AI use includes assisting with research notes, structured explanations, and post-analysis review. Model output should be checked against the underlying evidence. Intended integrations, including Claude, remain subject to development and evaluation.
03 ABOUT THE LAB
Small beginnings.
Deliberate development.
Caftra Labs is an independent, early-stage project focused on AI-assisted trading research. Maven is its current system under development.
Our aim is to build a useful research workflow, evaluate it carefully, and communicate its limits honestly. Public performance results and a commercial product are not being presented at this stage.
The direction
Turn observations into
reasoning you can review.
That is the next step we are working toward with Maven.
Revisit the project