// 00SIGMA DESK · Commodity Hedging Desk · Lualdi Advisors

SIGMADESK

Hedge · Tail Risk · Execute

Turn live commodity markets into an executive order you can act on today.

SIGMA DESK is a commodity-hedging engine fronted by a live terminal. Real exchange prices run through a rigour-first quant core — hedge ratios that adapt to the market, tail-first risk that prices the real distribution, near-zero-cost options protection, and a joint commodity + currency overlay — and come out as a board-ready order sized to real contracts and marked to the live tape. The engine is the product: proprietary methods that honour what commodity prices actually do — cluster, jump, and fat-tail.

// 01The Engine

The formulas are the moat.

Anyone can quote a textbook hedge ratio. The edge is in methods that price what commodities actually do. Most corporate hedging tools stop at three assumptions that quietly cost money — a static ratio, a variance-only objective, and a bell-curve tail. SIGMA DESK replaces each with the rigorous version, and prices the carry, the FX, and the trading cost the textbook ignores.

// CAPABILITY 01

Adaptive hedge ratios

The hedge is recomputed as the market moves, tracking how spot and futures travel together so your coverage adapts before a regime change costs you — never a single static ratio fitted once and left to drift.

Regime-Aware · Self-Adjusting
// CAPABILITY 02

Tail-first protection

Variance is symmetric; the loss you actually fear is not. The desk sizes the hedge against the worst outcomes directly — lower downside and deep-tail risk than a conventional variance-minimising hedge, at the same exposure.

Downside-Optimised
// CAPABILITY 03

Real-distribution risk

Commodity returns are skewed and fat-tailed. Our risk measures price that real shape, flagging materially more tail loss than a model that assumes a bell curve — so you size for the risk that is actually there.

Skew & Fat-Tail Aware
// CAPABILITY 04

Near-zero-cost protection

A collar solver funds your downside floor with the premium from a chosen upside cap — defensible, options-based protection structured to net out at close to zero cost, with the strikes computed for you.

Collar · Premium-Neutral
// CAPABILITY 05

Currency overlay

A USD-priced buyer who pays in EUR carries two risks at once. The desk sizes a joint commodity-plus-currency hedge to the residual the commodity hedge leaves — not a naive 100% of spend that over-hedges and adds cost back.

Joint · EUR/USD
// CAPABILITY 06

Low-churn execution

Chasing every price wiggle bleeds bid/offer. The desk holds while you are inside tolerance and trades only the minimum needed when coverage drifts out — spending your budget on risk reduction, not on broker spreads.

Cost-Aware · Layered Execution
// 02The Terminal

One console. From the tape to the order.

A Bloomberg-style commodity-hedging terminal pulls real daily prices for COMEX/NYMEX/CBOT futures and EUR/USD, runs the engine on the live series, and renders a dense console in the Lualdi design language. No synthetic data anywhere — every number on screen is computed live from the market.

// 01

Hedge Desk

Spot (with $/tonne for metals), live volatility, recommended coverage and 95% Expected Shortfall; a one-year price chart; a no-look-ahead program backtest on real history; and a realised volatility cone.

// 02

Order Ticket

Enter the real order — side, size, horizon, objective (lock / cap / min-variance / min-tail) and settlement currency — and get an executive order: contracts to trade today on real exchange specs, the collar strikes, the EUR/USD forward leg, a layered schedule, and the horizon ES it removes. Export to PDF or Word.

// 03

Hedge Book

The system of record. Executed orders persist, mark to live prices (hedge P&L vs entry), and roll up into a portfolio VaR/ES on the joint distribution of open residual exposures — surfacing the diversification benefit vs the sum of standalone risks.

// 04

Daily Brief & Stress Lab

A morning digest re-scores every position on the live signal and flags coverage drift by exposure. The Stress Lab shocks the live book by preset or custom scenario and shows the P&L hit, the stressed portfolio VaR, and the rehedge that restores the risk budget.

// 05

AI Strategist

An LLM reads the live book and the tape and writes the morning briefing — or answers an ad-hoc question — grounded only in the real numbers. Provider-neutral: one API key in the environment and it auto-detects.

// 06

Risk Console & Cross-Market

VaR/ES at 95% and 99%, the naive bell-curve view against the real-distribution view (how far a normal assumption understates the tail), and the dated tail events. A sortable, click-to-load universe spans copper, aluminium, gold, silver, platinum, WTI, Brent, nat gas, corn, wheat, soy and coffee.

"Where the signal does not beat a static hedge on a given commodity, the terminal says so. Outputs are decision support — not predictions, not investment advice."
// 03The Desk Loop

Read. Size. Execute.

01

Read the tape

Live exchange prices in; live volatility, regime, term-structure carry and the per-signal coverage view computed on the real series. The desk knows the state of the market before it sizes anything.

02

Size the hedge

Coverage fraction × instrument ratio × exposure. The engine returns an auditable recommendation — action, coverage %, conviction, and the per-signal breakdown — sized to your objective and policy band.

03

Execute & monitor

The order ticket emits real contracts, collar strikes and the FX leg; execution layers in over tranches; the Hedge Book marks it to the live tape and the Daily Brief flags drift. Every step is logged and replayable.

// 04SIGMA DESK — Frequently Asked

Direct answers.

What does SIGMA DESK hedge?
Commodity price exposure — copper and other metals, energy, and agricultural futures — plus the EUR/USD leg for buyers who price in USD and pay in EUR. The engine computes the basis-optimal instrument ratio and the dynamic coverage fraction, then sizes the order to real exchange contracts.
How is it different from a textbook hedge?
The hedge ratio adapts to the market rather than being fitted once and left static; it is sized against the worst outcomes directly, not just symmetric variance; and risk is measured on the real, skewed and fat-tailed distribution rather than a bell curve. The specific methods are proprietary.
Is this investment advice?
No. SIGMA DESK is decision support. Every number is computed from real market data and explained on demand; where a signal does not beat a static hedge on a given commodity, the desk says so. Outputs are not predictions or investment advice.
Where does the data come from?
The terminal pulls real daily prices for COMEX/NYMEX/CBOT futures and EUR/USD and runs the engine on the live series — no synthetic data on screen. A vendor feed (Bloomberg / Refinitiv / ICE / LME) can be wired for official marks, true forward curves, and intraday.
How is the engine validated?
Every formula is independently pinned to a known analytic result or mathematical invariant — option-pricing identities, risk-measure limit cases, and regression-recovery checks among them — across a passing validation suite that reruns on every change. We validate rigorously without publishing the internals.
How does it relate to SIGMA?
SIGMA DESK applies the firm's quantitative discipline to one job — commodity and FX hedging — as a deployable engine and terminal. The SIGMA MODEL is the general pattern-recognition and decision engine behind the family.
//SIGMA DESK Access

Real markets, real contracts,
a hedge you can defend.

Live data · Tail-optimal · Board-ready orders · Decision support, not advice

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