Quantitative market intelligence

An independent signal layer for volatility and derivatives markets.

Markets price uncertainty. Information has structure too.

Skarnode measures changes in public information and converts them into quantitative signals generated independently of market prices — then compares them with what markets are already pricing.

WTI / relative volatility
strike × expiry

01 How did markets learn to represent uncertainty?

Descend

Evidence

Historically ahead of the market.

5.02×

Observed lift in extreme-volatility incidence over the following 10 sessions

4.41×

Observed lift in extreme-volatility incidence over the following 5 sessions

82.4%

Directional accuracy following extreme vega dislocations — the strongest single application to date

Historical, out-of-sample statistical results. Not investment returns.

Not sentiment. Not headlines.
Structure.

Explore the oil signal →

Skarnode's signal is derived independently of price. That independence is what allows it to reveal moments when the information environment and the market are behaving differently.

Information has a shape too.

WTI options · strike × expiry · ATM = 1.0

Skarnode information × market geometry.

Market Information Distance

Market · observed market structure

Markets describe uncertainty in price.

Continuous, priced, already expressed. The observed WTI relative implied-volatility shape.

Before the surface

Uncertainty did not begin as a number.

It began as something language had to preserve: an amount owed, a price heard elsewhere, a promise exposed to time.

CLAY / PAPYRUS / WIRE / MATHEMATICS

An archaeology of market uncertainty

Sumerian clay tablet recording the distribution of barley and emmer
Administrative account: distribution of barley and emmerca. 3100–2900 BCE · 1988.433.2The Metropolitan Museum of Art · Public Domain / Open Access

Mesopotamia · ca. 3100–2900 BCE

The market learns to remember.

Early writing preserved economic quantities: barley, emmer, distribution. A spoken exchange vanished. A mark in clay could survive the speaker.

01 / 09

Skarnode

The same structure, measured today.

Skarnode's signal architecture is currently deployed on oil volatility and options markets, with vega repricing as its clearest evidence to date.