AI for Energy & Commodity Trading

Transform E/CTRM systems into intelligent trading platforms with AI agents that connect market signals, logistics data, and enterprise systems

Deploy readily available domain specific agents through the Weave AI Marketplace to automate trading intelligence across the Trade lifecycle.

Built for Practical Energy and Commodity Trading Workflows

Risk Intelligence

Detect when trading behavior moves outside defined thresholds and continuously monitor exposure across markets and counterparties

01

Logistics & Execution Optimization

Evaluate transportation, storage, and infrastructure constraints in real time to ensure trades are operationally executable

02

Contract & Settlement Intelligence

Validate contracts, invoices, and obligations against execution data to eliminate discrepancies and delays

03

Operational Efficiency

Automate repetitive workflows and continuously improve performance across trading and reconciliation

04

Deploy Agentic AI across  Energy and commodity Trade life cycle

Enhance efficiency, reduce risk, and improve execution across the Trade lifecycle. RandomTrees connects market signals, logistics systems, and enterprise platforms to enable real time, validated decision making.

Trade Opportunity Intelligence

Identify only executable trading opportunities by combining market signals with logistics, storage, and contractual constraints

Data to Decision Intelligence

Transform enterprise and market data into real time, trader ready insights grounded in execution reality

Market Signal Intelligence

Correlate external events, price movements, and disruptions into actionable trading insights

Counterparty Intelligence

Continuously evaluate counterparty risk based on exposure, market behavior, and contractual obligations

Real Time Exposure Intelligence

Continuously evaluate positions, exposure, and PnL against live market and operational conditions

Compliance Intelligence

Detect deviations between planned trades, executed operations, and regulatory requirements

Risk and PnL Explainability

Explain drivers of PnL and risk movements in the context of physical execution and market changes

Unified Risk View

Align market, logistics, and contractual constraints into a single, consistent risk perspective

Trade to Execution Validation

Ensure physical movements, logistics, and system records align with executed trades

Financial Reconciliation Intelligence

Validate invoices, settlements, and financial outcomes against contracts and execution data

Inventory and Terminal Intelligence

Reconcile inventory and terminal data across infrastructure, systems, and physical flows

Operational Document Intelligence

Convert documents like BOLs and statements into validated, system ready data integrated into workflows

Top Energy Trading Agents

BOL DocVerify

Verifies bill of lading document against shipment manifests and terminal data.

Terminal Processor

Processes terminal statements to reconcile volumes with operational data.

Arbitrage Intelligence Agent

Identifies executable arbitrage trades after validating logistical feasibility.

Built for the Energy Trading Execution Ecosystem

Integrates with your existing systems.Executes through the Weave Agentic AI Platform.
Connect ETRM, ERP, logistics, and market systems with an intelligent execution layer
No rip and replace. Just an intelligence layer on top.

Why RandomTrees

Built on experience. Proven in execution.

BOL DocVerify

Two Decades in ETRM

Deep experience implementing and scaling energy trading and risk management systems

DOMAIN

Oil and Gas Domain Expertise

Hands on experience across upstream, midstream, and downstream operations

AI Expertise

Proven Agentic AI Deployments

Successfully delivered agentic AI solutions for leading global energy enterprises

SCALE

300 Plus Agents Marketplace

A production ready platform with over 300 specialized agents across workflows

IP

Patented Innovation

Core capabilities backed by patented approaches in AI driven execution systems

EXECUTION

Built for Execution, Not Just Analytics

Designed to validate and execute decisions, not just analyze data

INTEGRATION

No Rip and Replace Integration

Works seamlessly on top of existing ETRM and ERP systems

LEARNING

Continuous Learning Systems

Improves accuracy over time through feedback, rules, and usage patterns

GOVERNANCE

Enterprise Grade Governance

Full traceability, auditability, and control over workflows

HUMAN-CENTRIC

Human in the Loop Collaboration

Exceptional UI that enables users to review, guide, and refine AI decisions with clarity and control

Built on decades of ETRM expertise, powered by agentic AI, and proven in real world execution

BOL DocVerify

Two Decades in ETRM

Deep experience implementing and scaling energy trading and risk management systems

DOMAIN

Oil and Gas Domain Expertise

Hands on experience across upstream, midstream, and downstream operations

AI Expertise

Proven Agentic AI Deployments

Successfully delivered agentic AI solutions for leading global energy enterprises

SCALE

300 Plus Agents Marketplace

A production ready platform with over 300 specialized agents across workflows

IP

Patented Innovation

Core capabilities backed by patented approaches in AI driven execution systems

EXECUTION

Built for Execution, Not Just Analytics

Designed to validate and execute decisions, not just analyze data

INTEGRATION

No Rip and Replace Integration

Works seamlessly on top of existing ETRM and ERP systems

LEARNING

Continuous Learning Systems

Improves accuracy over time through feedback, rules, and usage patterns

GOVERNANCE

Enterprise Grade Governance

Full traceability, auditability, and control over workflows

HUMAN-CENTRIC

Human in the Loop Collaboration

Exceptional UI that enables users to review, guide, and refine AI decisions with clarity and control

Built on decades of ETRM expertise, powered by agentic AI, and proven in real world execution