Disclaimer
Student One Causal Networks Private Limited is a mathematical and statistical research company.
When we use the term Artificial Financial Intelligence (AFI), we refer strictly to the application of mathematics, statistics, probability theory, and computational analysis to historical and structured financial OHLCV data. AFI, as used by us, does not imply decision-making, prediction, recommendation, or advisory functions.
We do not provide:
investment advice,
financial advice,
trading advice,
portfolio construction,
asset allocation guidance,
or buy, sell, or hold recommendations
for any security, cryptocurrency, derivative, or financial instrument.
All reports, outputs, and materials produced by Student One Causal Networks Private Limited are research artifacts generated through deterministic or probabilistic, non discretionary mathematical processes applied to data. These outputs are provided solely for research, analytical, and informational purposes.
Our services are intended for professional and institutional users—including quantitative researchers, financial research teams, and R&D professionals—who independently evaluate, validate, and contextualize analytical results within their own internal frameworks.
Any statistical observations, patterns, or structures identified in our work:
are descriptive, not prescriptive,
do not imply future performance,
and should not be interpreted as forecasts, signals, or guarantees of any outcome.
Student One Causal Networks Private Limited operates exclusively on a business-to-business (B2B) basis. We do not offer products or services to retail investors or the general public.
We do not execute trades, manage funds, handle client capital, or act as an intermediary, broker, advisor, or fiduciary in any capacity.
Our objective is to deliver transparent, auditable, mathematics-based research outputs. Interpretation, decision-making, and any resulting actions remain entirely the responsibility of the client.