>> ACCESS RESTRICTED // INSTITUTIONAL

Autonomous trading desk for strategic commodities.

Meteoro replaces 150 PhDs across sourcing, quant, logistics, geopolitical analysis and execution — for copper, zinc, lead, nickel, cobalt and lithium. One agent. One operation.

> ENGINE <2ms deterministic NSR

> COVERAGE 185 smelters / 285 mines / 111 traders

> EVALUATION 31,350 pairs / 53ms

> SCENARIOS 3,780 per query

> INTEL FEEDS LME · COMEX · Grok/X · SGS

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COPPER

—

ZINC

—

LEAD

—

GOLD

—

SILVER

—

>> ENGINE ACTIVITY 24 OPS

00:00:12Scanner evaluated 31,350 pairs · Cu53ms

00:00:08NSR calculated for Cerro Verde · Peru1.8ms

00:00:04Geopolitical scan · DRC corridorHIGH

00:00:02Jiangxi ranking updated · +$23/DMTEXEC

Engine Latency

<2ms

DETERMINISTIC

Pairs Evaluated

31,350

PER OPERATION

Entities Indexed

581

53 JURISDICTIONS

Scenario Matrix

3,780

MONTE CARLO

Metals

CU ZN PB NI CO LI

Intel Feeds

24/7

LME · COMEX · X

01 / CAPABILITIES

One autonomous agent across the entire trading stack.

[ 01 ]

Sourcing &
Offtake

Exhaustive cross-product of 285 mines × 185 smelters = 52,725 theoretical pairs evaluated and ranked in real-time against live LME pricing and current TC/RC benchmarks.

185 smelters 285 mines 111 traders

[ 02 ]

Deterministic
Valuation

Net Smelter Return engine calibrated against UTEC 2026 benchmarks. 13-element penalty matrix. 5 smelter profiles. Every deduction reproducible, every number auditable.

NSR <2ms 13 penalty elements 5 profiles

[ 03 ]

Quant
Intelligence

Monte Carlo VaR, Ornstein-Uhlenbeck, jump-diffusion, Black-Scholes option pricing, kernel regression, Shannon entropy, pairs trading signals. Renaissance-grade math, Meteoro execution.

3,780 scenarios 8 models 95% VaR

[ 04 ]

Execution
Pipeline

Geopolitical risk scoring across 30 countries · freight optimization across 35 global ports · blend optimizer · LME forward curve · term sheet generation · autonomous execution flow.

30 countries 35 ports 6 engines

02 / TECHNOLOGY STACK

Three layers. Zero legacy.

Built from the ground up as a commodity trading operating system. Each layer optimized for its role — reasoning at the top, determinism at the core, real-time data at the foundation.

AGENT

Multi-LLM Orchestration

claude-sonnet · gemma-4 · grok-3 · deepseek-v3

REASONING

INTELLIGENCE

Deterministic Engines

NSR · scanner · quants · portfolio · LME · blending · logistics · geopolitical · supply/demand

DETERMINISTIC

DATA

Live Market Foundation

LME · COMEX · metals.dev · 581 entities · 20y historical · Grok/X real-time

LIVE

03 / OPERATIONAL EVIDENCE

Not a pitch deck. Operational now.

◆

CASE #001 · COPPER

Peru → China copper concentrate valuation

$17.6M

10,000 TMH at Cu 25%. NSR $1,847/DMT. Best buyer: Jiangxi Copper. Full engine cycle in 1.18 seconds across 163 smelters, live LME pricing, penalty matrix, freight, geopolitical.

▲

CASE #002 · SCANNER

Full market sweep, single operator query

31,350

Mine × smelter pairs evaluated in 53 milliseconds. 22,185 viable opportunities identified. Ranked by composite score: NSR quality, volume, grade, cleanliness. What a trading desk does in 3 days.

●

CASE #003 · PORTFOLIO

Cross-metal stress testing

$11.1B

Portfolio valuation across 3 metals with 5 stress scenarios (China slowdown, trade war, supply disruption, green transition boom, recession). HHI concentration 1,784 · moderately concentrated. Output in 400ms.

Autonomous trading desk for strategic commodities.

One autonomous agent across the entire trading stack.

Three layers. Zero legacy.

Not a pitch deck. Operational now.

The trading desk is already running.

The trading desk is
already running.