The problem

What the customer was up against.

An energy major's trading arm was operating eight commodity desks (crude, products, gas, power, LNG, biofuels, carbon, freight) with $11B+ daily settlement volume. Trade-confirmation lag averaged 36 hours; settlement breaks aged for weeks; ETRM-system manual reconciliation consumed 40 FTE equivalents. EMIR / REMIT regulator-reporting timeliness was under pressure.

The solution

What xyner built.

Deployed xyner across trade confirmations, settlement-break investigation, regulatory reporting and counterparty servicing — integrated with the ETRM, counterparty portals, the clearing house and regulatory-reporting infrastructure.

The outcomes

Measured impact.

Trade-confirmation cycle compressed from 36 hours to 2 hours; settlement-break aging from weeks to hours; manual reconciliation effort cut by 70%; EMIR / REMIT reporting now consistently within regulatory windows.

Executive summary

At a glance.

Situation

An energy major's trading arm was operating eight commodity desks (crude, products, gas, power, LNG, biofuels, carbon, freight) with $11B+ daily settlement volume. Trade-confirmation lag averaged 36 hours; settlement breaks aged for weeks; ETRM-system manual reconciliation consumed 40 FTE equivalents. EMIR / REMIT regulator-reporting timeliness was under pressure.

Intervention

Deployed xyner across trade confirmations, settlement-break investigation, regulatory reporting and counterparty servicing — integrated with the ETRM, counterparty portals, the clearing house and regulatory-reporting infrastructure.

Outcome

Trade-confirmation cycle compressed from 36 hours to 2 hours; settlement-break aging from weeks to hours; manual reconciliation effort cut by 70%; EMIR / REMIT reporting now consistently within regulatory windows.

Industry

Energy & commodities · Trading operations

A European integrated energy major's trading and shipping arm

Scope

Europe with hubs in London, Geneva and Singapore

Trade confirmations, settlement breaks, EMIR / REMIT reporting, counterparty servicing

Duration

10 weeks pilot, 8 months full rollout

From contract signature to full rollout.

Architecture

What the deployment actually looks like.

Commodity trading is a multi-desk, multi-counterparty, multi-regulator environment with high transaction velocity. The deployment uses per-hub data planes coordinated by a global supervisor, with bounded latency from execution to confirmation.

Trade Confirmation Agent

Matches inbound counterparty confirmations against the firm's trade records; identifies discrepancies; drafts query messages; chases counterparties through the existing comms infrastructure.

Settlement Break Agent

Investigates settlement breaks; reconciles across the ETRM, the counterparty position, the clearing house and the bank statement; proposes resolutions.

Regulatory Reporting Agent

Drafts EMIR / REMIT submissions; validates against the latest schema; submits within window; chases acknowledgement and exception responses.

Counterparty Servicing Agent

Handles counterparty queries across desks; answers from the firm's trade and position data within the counterparty's authorised scope.

Multi-desk supervisor

Coordinates work across desks respecting Chinese-walls and conflict-of-interest constraints; no information flow across walls.

Audit & regulator interface

Generates per-trade audit packets exportable in each regulator's preferred format — ESMA, FCA, MAS, ACER.

Implementation timeline

How the rollout sequenced.

The deployment ran under formal trading-operations and Risk-Control governance, with sequential hub-by-hub rollout.

Weeks 1-3

Foundations

Deploy data plane in London first; integrate with ETRM, clearing house, counterparty portals; configure RBAC inheritance from trading-operations IdP.

Weeks 4-5

Agent configuration

Configure four agents against the London desk's playbooks; load market conventions, ISDA documentation and counterparty data into RAG.

Weeks 6-7

Shadow mode in London

Agents process real trade confirmations in shadow; outputs reconciled daily; thresholds calibrated by trade size and counterparty.

Weeks 8-10

London pilot live

Live in London for sub-threshold trades; metrics reviewed weekly with Head of Trading Operations.

Months 3-5

Geneva + Singapore hubs

Sequential hub rollout with per-hub regulator engagement and Chinese-wall enforcement.

Months 6-8

Regulatory reporting + full coverage

EMIR / REMIT reporting agent live; full coverage across all eight desks; autonomy thresholds calibrated by trade class.

Governance & controls

How the deployment is governed.

Commodity trading carries layered governance: market-conduct rules, Chinese walls, EMIR / REMIT / Dodd-Frank reporting, sanctions, and prudential capital concerns through the broader group.

Chinese walls

Agents operate within physical and logical Chinese walls; no information flow across walls is possible at the platform level.

Market-conduct alignment

Agents do not participate in price discovery or order placement; they handle post-execution operations only.

Multi-regulator reporting

EMIR (ESMA), REMIT (ACER), MAS, FCA reporting all aligned; agent outputs designed for each regulator's preferred audit format.

Counterparty access control

Counterparty servicing agents see only the data they're authorised to share with the requesting counterparty.

Audit-grade trail

Every trade confirmation, every break investigation, every regulatory submission captured to a tamper-evident audit trail.

What other enterprises can learn

Three transferable lessons.

Three lessons for other commodity-trading houses considering agentic operations.

1

Operations is the right starting point, not trading

Resist the temptation to deploy agents in trading itself. Trade operations is where the cycle-time and cost-of-failure wins are biggest, with minimal regulatory risk.

2

Multi-regulator alignment is upfront work

Designing for ESMA, ACER, FCA and MAS from day one was a cost. Designing for them retroactively would have been a programme.

3

Chinese walls must be architectural

Encoding Chinese walls at the platform level — not just in process — is what made the deployment defensible to compliance.

Settlement Operations stopped being a constraint on our growth. We added two new desks last year without growing the ops headcount by a single person.
Head of Trading Operations, European energy major

Reference call available through your xyner account team; the deployment is referenced in ESMA's 2026 thematic review on operational technology in commodity trading.

Talk to a partner

Could the same outcome work in your environment?

Tell us your sector. A senior xyner partner will walk you through a tailored plan.