Trading
P&L and attribution before the desk opens.
Combine positions, curves and risk factors into a live explanation—with exceptions and next actions already surfaced.
- Daily P&L surfaces
- Curve and price-move attribution
- Human-approved actions
Agent Circuits for energy
Agentic operations for energy markets.
Connect the systems your teams already use. Build live decision surfaces. Automate trading, risk and operational workflows—with people approving the decisions that matter.
Built for energy trading, risk, operations and low-carbon markets.
Prepare the desk for market open and surface anything that needs attention.
01Positionschecked
02Market datachecked
03Risk agentworking
Intraday P&L
Three moves explain 94% of the change
Ready
Gas · EUCurve move identifiedReview hedge
Power · DEVolume delta matchedNo action
LNGSpread widenedApproval needed
Hedge package prepared. A person approves before anything is sent.
Illustrative workflow · synthetic data
Observed deployment
From a seven-person pilot to enterprise-scale daily use.
Anonymized major integrated energy company · Initial usage analysis · February–August 2026
12,863sessions
238cumulative users
≈47%automated runs
15+live integrations
One operating layer
From live market signal to controlled action.
Energy work rarely lives in one system. Agents gather the context, perform the analysis, build the view and move the process forward without hiding how the answer was reached.
Markets
Live intelligence, assembled continuously.
Watch prices, flows, forecasts and market conversations; alert the right person when the signal changes.
Controls
Reconciliation that runs every day.
Match trades and volumes across systems, explain breaks, prepare the control report and route it for approval.
Risk
Risk views that stay current.
Refresh VaR, delta, scenario and counterparty views automatically, with the evidence attached.
Physical operations
LNG, gas, power and storage in context.
Track cargoes, capacity, schedules, network constraints and commercial exposure in one working surface.
Low carbon
New markets without new silos.
Run carbon, biogas, certificates and renewable-asset workflows through the same governed operating layer.
Anonymized enterprise deployment
Daily work became reusable infrastructure.
Across gas, LNG, power, carbon, risk and operations, teams moved from individual analysis to shared agents, live surfaces and scheduled workflows.
Read the initial case study →Weekly sessions77 → 2,195 peak
6 months
Feb
May
Jun
Jun
Jul
Jul
Aug
5specialist agents
≈6,000automated runs
53,846data-platform queries
The operating model
Connect once. Improve every time the work runs.
Agent Circuits sits above the data and systems you already trust. Teams can start with one useful workflow, then compound what works.
- 01
Connect the work
Give agents governed access to market data, positions, documents, communication and operational systems.
- 02
Build in the conversation
Create dashboards, analyses and working tools in context—without waiting for a separate development cycle.
- 03
Turn the repeatable into a skill
Capture the reliable workflow, share it across the team and schedule it where repetition adds value.
- 04
Keep people in control
Make consequential actions explicit, require approval and retain a visible record of every step.
Enterprise control
The speed of an agent. The obligations of an enterprise.
01
Every step visible
Tools, evidence, outputs and approvals remain inspectable from request to result.
02
Your access rules
Agents work through the permissions, models and data boundaries the organisation sets.
03
Human sign-off
Recommendations can move quickly while important decisions stay with accountable people.
04
Knowledge that compounds
Shared skills and remembered context reduce key-person dependency without hiding provenance.
Start with one workflow
Bring us the process your energy team repeats every day.
We’ll show you how it becomes a visible, controlled agentic operation.