Where the Manual Work Accumulates
The core problem is that each step in the MTM and CFTC reporting workflow is time-sensitive and sequential: pull positions from the ETRM, mark to current settlement prices, attribute P&L by book and strategy, reconcile against prior-day closes, and produce the Form 40 position file—all within a narrow morning window. Manual handoffs between these steps introduce reconciliation errors, and a single error caught after submission can trigger a regulatory correction. The risk isn't just operational cost; it's the reputational and regulatory exposure of a missed or incorrect Form 40.
How the Agent Reconstructs and Runs the Workflow
An AI Labor Company agent mines your prior Openlink or Triple Point P&L attribution email reports and CFTC Form 40 correspondence to reconstruct the exact workflow your team already runs. It then deploys a managed agent that pulls position data from your ETRM each morning, marks positions to ICE and CME settlement prices, produces the daily P&L attribution report by book, and routes the CFTC Form 40 position data to the Head of Finance for attestation before the 9 a.m. deadline. Nothing submits without your review. Most energy trading finance teams are live on this workflow in about eight weeks.
The Business Case: Fewer Errors, Lower Risk, Recovered Hours
This use-case is primarily about risk reduction and operational cost. Reducing manual reconciliation errors by 80% means fewer correction filings, less regulatory exposure, and a more defensible audit trail. The agent automating 60–80% of the daily reconciliation touchpoints frees senior finance staff from a daily deadline sprint—capacity that can go toward actual analysis, position-limit monitoring, or supporting the trading desk. At $200K to $1.5M per year in ops costs, even a partial automation of this workflow produces a clear return.
Does the agent submit the CFTC Form 40 directly?
No. The agent prepares and routes the Form 40 position data to the Head of Finance for attestation. The authorized signatory reviews and approves before any MDRP portal submission.
Which ETRM systems does the agent support?
The initial workflow reconstruction is built from your existing Openlink or Triple Point P&L reports and correspondence. Integration with other ETRM systems can be scoped during onboarding.
What happens if ICE or CME settlement prices are delayed?
The agent can be configured with fallback logic and alerting for delayed settlement feeds, routing exceptions to the Head of Finance for manual resolution before the deadline window closes.