title: "SoftQuantus" description: Umbrella venture studio for AI Previsions, software, and deep‑tech incubation. Builds, funds, and scales products across FinTech, PropTech, Robotics, and Luxury. date: "2025-09-28" url: https://softquantus.com published: true
SoftQuantus is the umbrella organization orchestrating product, brand, and IP development across multiple verticals. Focus areas include AI agents, cloud-native platforms, data infrastructure, robotic systems, and high‑end digital commerce. The studio drives standards for compliance, telemetry, and partner ecosystems following a platform-licensing model.
Capital Markets / Asset Mgmt — Quantum Signal Pack
What: Turnkey pipeline that ingests equities data, engineers features (Return, MA10, MA50, Volatility, RSI/MACD variants), and learns a quantum‑hybrid classifier (StronglyEntanglingLayers) with early‑stopping and fold metrics.
Industries: Buy‑side, sell‑side, retail brokers, fintech data vendors.
Service forms: 4–8 week PoC, then managed signal API (per‑symbol/per‑inference), or on‑prem build.
ROI levers: ↑Win‑rate on signals, ↑capacity (more names/intervals), ↓cloud cost via classical layer quantization.
Key capabilities
- Feature store with rolling windows and leakage‑safe backtests
- Quantum‑hybrid model zoo (QNN + classical heads) with reproducible notebooks
- Evaluation suite: precision/recall on directional calls, risk‑adjusted metrics (e.g., Sharpe‑like), out‑of‑sample folds
- Deployment options: batch scoring, streaming (Kafka), or REST inference
- Governance: experiment tracking, audit logs, model cards, rollback plan
Delivery outline
- Discovery & data audit (1 week): universe, horizons, guardrails
- Prototype pipeline (2–3 weeks): features, baselines, initial Q‑hybrid
- Backtest & metrics (1–2 weeks): A/B vs. baseline, stability, capacity
- Rollout (1–2 weeks): API or on‑prem deployment, runbook, monitoring
For partnerships or a tailored PoC, contact us via the website or the /contact page.