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2027

Token-Gated REST API | Q1 2027​

  • API documentation and example integrations published

  • Public REST API v1:

    • Get scores per Element
    • Get QQ Score
    • List and filter assets

  • Alerts Engine v1:

    • Triggers on major score changes, including regime shifts, unlock risk, on-chain flows, and technical setups
    • Basic messaging channels, such as a Discord or Telegram bot

Calibration & Coverage | Q1–Q2 2027​

  • Continuous calibration loop

    • Compare QQ Scores against realized performance, by bucket and time horizon
    • Tune weights, thresholds, and methodology with strict versioning and rollback
    • Track stability across regimes, including bull and bear markets and high and low volatility environments

  • Data reliability and coverage

    • Expand coverage only with quality gates, including freshness, confidence, and anomaly filters
    • Show metric confidence so strategies can require a minimum quality level

Personal QQ OS | Q3–Q4 2027​

  • Portfolio and watchlist overlay

    • User inputs holdings and watchlists
    • QQ shows an aggregated risk profile and key red flags
    • Turn user objectives into portfolio rules and a allocation and rebalance plan
    • Enforce guardrails, including risk budgets, exposure limits, and liquidity and slippage constraints

  • Explainability

    • Automatic “why it happened” analysis, including PnL attribution and an event trail
    • Decision trace showing which QQ signals triggered which actions