Built in stages. No dates promised until they are real.

Implemented and in private beta. The only list on this page that is a claim about the software.

• Project-centred workspace: one project carries universe, benchmark, date window, lineage, features, runs, strategies, reports and audit trail
• Market Explorer with bundled index constituents, a universe builder, watchlists and screens; data from synthetic reference series, CSV, Yahoo Finance or a connected provider
• Data Preparation with a fixed, audited order and lineage records
• Risk & Return, Statistics & EDA, Scenario & Stress and Portfolio Optimisation
• Feature Engineering with a versioned registry and point-in-time construction
• ML Models: 30 supervised estimators on one chronological pipeline, 13 unsupervised methods, forecasting against a naive baseline, walk-forward validation, hyperparameter search, explainability
• Strategy Builder, backtesting with explicit costs, VaR and drawdown; Strategy Monitor as a record over saved strategies and their backtests
• The research layer: 119 catalogued methods, composable validated workflows, a run ledger, deflated and probabilistic Sharpe, PBO, bootstrap intervals, multiple-testing haircuts, purged and combinatorial cross-validation, GARCH, ARIMA, Kalman, factor models, cointegration, option pricing, event-driven backtesting, a validation registry
• Report Workbench with an evidence registry, staleness detection and HTML, DOCX and JSON export; a fixed PDF evidence pack
• Saved Results, project notepad, workspace search, layout customiser, light and dark themes with a configurable accent
• Account surface: profile, two-factor authentication, integrations with a server-side credential store, API keys, workspace members, export and audit