An Arabic-first intelligence layer for SPX reflexivity

Our quantitative vision

We treat the market as an interactive system where liquidity, option sensitivities, transaction flow, dealer hedging and futures meet. The output is not a green or red arrow. It is an evidence-backed estimate of pressure direction, intensity, persistence and invalidation.

Every reading is conditional on source health, model validity and session state. Measurement time, calibration window and supporting or conflicting evidence belong beside the number — not in hidden documentation.

Why HEDVARA exists

Advanced market-structure tools are often fragmented across feeds or expressed in technical language that does not translate into a usable decision context. HEDVARA unifies SPX options, Greeks, open interest, volume and ES/NQ relationships in one Arabic-first experience, with a complete English layer for international partners and users.

What we are building

Deterministic and statistical engines calculate; the narrative layer explains only traceable results.

• SDPI pressure on a −100 to +100 scale.
• Gamma exposure, flip zones and dynamic magnet levels with sensitivity bands.
• Probabilistic Sweep/Block intent classification: directional, hedge, spread/RV, roll/close or indeterminate.
• SPX–ES/NQ fair-basis residual and cross-impact context.
• Versioned evidence and calculation lineage for auditability and walk-forward testing.

For partners and investors

HEDVARA's thesis is deeper than a polished interface over a raw feed: licensing-aware data architecture, calibratable models, explainable evidence and a native Arabic product layer in the Market Structure Intelligence category.

The project is pre-commercial. We will not publish performance, pricing or market-size claims until data rights, walk-forward validation and legal review are complete.