Calm reading of the most chaotic market on earth
Halcyon Waters builds the analytical layer crypto derivatives never had. We read what options reveal, model it with the rigor of a banking quant desk, and turn market noise into structured intelligence that capital can act on.
One conviction drives everything: crypto's most sophisticated instrument trades on its least sophisticated tools. We exist to close that gap.
Read the signal before price
Options reveal positioning long before it shows up in spot. We surface it while it still matters.
One market, understood fully
We start with Deribit and model its microstructure in full, instead of skimming a dozen venues.
From insight to capital
First we prove the edge out in the open. Then we trade it with our own money. We sell analytics now; systematic trading comes later.
Options traders
are flying blind
Spot dashboards everywhere. Futures analytics abundant. But options, where institutional capital expresses its real views, have been neglected. The most complex instrument in crypto, served by the crudest tools.
The existing data vendors show metrics: surfaces, Greeks, skew, flow. None tell you what phase of the volatility cycle you are in. We do.
The derivatives tail wags the spot dog
Our approach
Most people watch price and volume. The information about where this market is heading lives in the options. In crypto, the derivatives tail wags the spot dog, and we built everything around that.
Options reveal intent
When a fund buys spot, you only learn it is bullish. Its options structures reveal the timeline, the levels it defends, and the capital at risk. We read positioning, not press releases.
Depth over breadth
When everyone analyzes everything, nobody understands anything deeply. We start with Deribit, where most serious crypto-options volume trades, and model its order book in full. Depth on the market that matters most beats a thin read across many.
Derivatives lead spot
Institutional adoption arrives through derivatives first. Precise risk tools come before serious capital, so the flow appears in options positioning before spot. We sit where it becomes visible first.
From observation to execution
The edge we surface for clients, we intend to trade. Proven analytics first, systematic strategies next: the natural arc from seeing inefficiency to capturing it.
An instrument,
not a dashboard
Options Reusable Intelligence Architecture (ORIA) is the system at the core of everything we build. Think of it less as a screen of quotes and more as a scientific instrument: every ten minutes it takes a complete reading of the Deribit options market, prices each contract from first principles, and resolves thousands of moving parts into a handful of states a desk can act on.
Capture
A full reading of the Deribit chain every ten minutes: options, futures, spot, order-book depth. No sampling, no gaps.
Price
Every contract repriced from first principles, 37 Greeks each, Black-Scholes and American, with liquidity and reliability attached.
Resolve
Thousands of contracts collapse into 24 liquidity-weighted cohorts per asset and 127 surface measures. Structure emerges from the field.
Read
Greek ratios and surface dynamics are scored against learned thresholds, surfacing where risk concentrates and where a regime is bending.
Six layers. Nine waves. The instrument retunes itself to each volatility regime, so a move that means nothing in a calm market registers the moment the market turns.
The full anatomy of a market
Most tools cover a slice and call it the whole. We set out to measure every layer that moves an options market, because a half-read market is how you get blindsided.
Risk, to the fourth order
We compute the sensitivities most desks stop short of, then price every contract two ways and watch the gap. The distance between model and market is where conviction is built.
The shape of volatility
A single implied-vol number hides almost everything. We read the surface as geometry: how skew, term structure, and carry bend, because that shape is the market forecasting itself.
Where dealers are committed
We map where market-maker hedging concentrates and correct it for who actually traded. Raw gamma estimates point the wrong way often enough to be dangerous on their own.
Who is on the other side
The same volume means different things depending on who put it on. We separate institutional structure from retail noise in the tape, so size is read for intent, not just magnitude.
How the assets relate
Volatility rarely moves one coin at a time. We measure each asset against Bitcoin across tenors to surface where one market is priced out of step with the rest.
What is quietly changing
Positioning shifts before price does. We track movement in flow, volume, and concentration to notice accumulation while it is still quiet, not after the move has happened.
Coverage is not a feature to us. It is the whole point.
The moat widens every cycle
Pipeline depth
ORIA runs 6 analytical layers, 9 enhancement waves, and 127+ computed columns. A competitor would need to rebuild the entire pipeline before building what sits on top.
Irreversible data
10-minute snapshots with order-book depth, accumulating since September 2025. Every day of collection deepens a dataset that cannot be rebuilt retrospectively.
Domain lock-in
Deep specialization in crypto-options microstructure, calibrated first on Deribit, where most of the serious volume trades. The methodology is venue-agnostic: the same engine extends to any exchange that wants this lens. That depth surfaces patterns generalist, multi-market tools miss.
From observation to execution
The infrastructure we build for clients, we build for ourselves. As the data compounds and the models mature, we move toward systematic strategy deployment.
Data and analytics
Real-time options intelligence platform. API in development. Early client onboarding.
Backtesting engine
Strategy validation on our proprietary dataset. Historical pattern querying. Edge measurement.
Asset management
Systematic strategy deployment. Proprietary capital allocation. Fund structure.
Pawel Lachowicz, PhD
- Role
- CEO & Founder
- Background
- PhD, astrophysics
- Experience
- 15+ yrs quant finance
- Built
- ORIA · Cayø Largo analytics engine
The out-of-the-box thinker. Trained in research that rewards rigor, he learned markets from the inside, across prop trading, risk, and bank quant desks, then set out to build the analytics those desks never had. Halcyon Waters is the result. He enjoys exploring uncharted territories, sailing, non-trivial conversations, and books that shift a point of view.
LinkedInThe signal shows up in options first.
We write down where.
Notes from the Logbook: how we read crypto derivatives, what the positioning is saying, and the occasional line on what we are building.
No spam. Updates worth reading.