01FORMALIZE
Formalize the thesis
Translate an investment idea into explicit signals, portfolio rules, constraints, and assumptions.
Hypothesis → specification01 Autonomous alpha research
Autonomous
research for
tradable alpha.
Ghostdance is an asset-agnostic alpha research engine that turns investment hypotheses into research-validated, deployable systematic strategies.
Research workspace
Illustrative
StrategyMomentum / Regime 04
ScopeAsset-agnostic
ValidationWalk-forward
HYPOTHESIS / TEST / REJECT / SELECT
Scroll to trace the system
◆ Hypothesis generation
◇ Signal research
◆ Cost modeling
◇ Adversarial validation
◆ Strategy selection
02The research problem
Alpha research
is still painfully
manual.
A promising idea is only the beginning. Turning it into a strategy means formalizing rules, modeling costs, testing robustness and regimes, validating out of sample, and monitoring what happens next. That work remains fragmented across notebooks, spreadsheets, terminals, and scripts.
ONE HYPOTHESIS / MANY TESTS / ONLY WHAT SURVIVES
03 / One research loop
From hypothesis
From hypothesis
to evidence.
Ghostdance is built around the research loop, not just the backtest: define the claim, test the evidence, attack the assumptions, and prepare what survives for deployment.
02RESEARCH
Research market history
Test clearly defined strategy logic against historical market data and realistic assumptions.
Specification → backtest03VALIDATE
Attack the result
Challenge costs, slippage, parameter sensitivity, regime dependence, drawdowns, and unseen data.
Backtest → research evidence04PREPARE
Prepare for deployment
Package what survives for deployment and define how expected behavior will be monitored in market.
Evidence → observable strategy
04 / Autonomous alpha research
Toward autonomous
Toward autonomous
alpha
discovery.
The end state of quantitative research is not a faster backtester. It is a system that can generate hypotheses, run experiments, challenge its own results, reject weak strategies, and learn from market outcomes. Ghostdance is building toward that loop.
- TodayAI-assisted strategy specification and research
- NextAgentic experimentation and robustness testing
- VisionContinuous autonomous alpha discovery
GD / AGENT
ILLUSTRATIVE WORKFLOW
Cost stressDONE
Regime checkDONE
OOS validationNEXT
Research resultIllustrative simulation
Challenge an assumption in this run
05 / Asset-agnostic research
Markets change.
Markets change.
The research loop persists.
Ghostdance is designed to search for systematic alpha without being defined by a single asset class. Research is organized around hypotheses, signals, portfolio rules, costs, and evidence — then applied wherever data quality and liquidity meet the strategy’s requirements.
Investment hypotheses
Market-independent research questions
EXPLORE ↗Systematic signals
Explicit, testable strategy logic
FORMALIZE ↗Portfolio construction
Sizing, constraints, and risk rules
CONSTRUCT ↗Adversarial validation
Costs, regimes, and unseen data
REJECT ↗Research-backed alpha
Strategies that survive the process
SELECT ↗
06 / Research discipline
Reject bad alpha.
A backtest is the beginning
Every result remains a claim until it survives unseen data, realistic costs, and hostile regimes.
Attack every assumption
Interrogate parameters, transaction costs, regime dependence, and the assumptions driving the result.
Keep research traceable
Preserve the strategy specification, research decisions, and evidence behind every conclusion.
07 / The name we carry
Movement.
Movement.
Memory.
Resilience.
Ghostdance is held as an homage to the spirit of movement and endurance associated with the historic Ghost Dance tradition. Our visual language draws on circular rhythm, earth pigments, and restrained geometry — with respect, never replication of sacred ceremonial symbols.
Research and partnership inquiries
Build the evidence.
Build the evidence.
Then build the strategy.
For product, research, partnership, and private-access inquiries, contact Ghostdance directly.
Direct inquiries
support@ghostdancetrading.com
Send inquiry