Status & roadmap
Research and development, with clear stages.
The timeline records project activity; backtest periods are shown separately and are not project start dates.
Research and development timeline
May–June 2026
Initial research and development
G-CAPITAL began as an independent quantitative research project. AI-assisted workflows supported research and system development.
Initial phaseSince 1 July 2026 · ongoing as of October 2026
Demo forward testing
Testing is ongoing in a demo account without risking live capital. Demo results are simulated and may differ from live execution.
In progressHistorical research coverage
2012–2025
Primary portfolio backtest
The main period as labeled in the report. The executive summary describes the full three-engine active period through H1 2025.
2006–2025
Broader historical data coverage
The broader historical testing range stated in the report appendix. The 2026 market-liquidity analysis is separate.
Next development milestones
Research and methodology evaluation
Initial research ran from May–June 2026; research evaluation continues alongside demo testing. This does not mean validation has succeeded.
Research ongoingDocumentation and checks
Document methods, assumptions, data quality, and limitations before making result claims.
PlannedDemo forward testing
Started on 1 July 2026 and remains ongoing as of October 2026. Demo results must be labeled as simulated.
In progressLive evaluation
No live performance is published; consider evaluation only after sufficient evidence exists.
Not availableInitial research ran from May–June 2026. Demo forward testing began on 1 July 2026 and remains ongoing as of October 2026. No live performance is published.