AI for Endur & RightAngle
Your CTRM reports. It doesn’t notice. We fix that.
Your CTRM already captures every deal, movement, curve and settlement. We build agents that read what’s in Endur or RightAngle, rank what needs attention and explain why, so your desk and your back office start the day with a prioritized list instead of a blank screen.
What an agent layer actually does
Narrow, testable jobs, not a chatbot
Position & P&L anomalies
Isolation Forest over daily P&L, position and exposure by book; flags the moves that don’t fit the book’s own history, with the driver attached.
Exception triage
Settlement, invoicing, scheduling and nomination exceptions ranked by dollar impact and age, routed to the right person.
Curve & price validation
Catches stale, inverted or out-of-band curves before they hit end-of-day valuation.
Deal-capture validation
Checks new deals against counterparty, product, location and pricing norms and surfaces the ones a human should look at.
Reconciliation
CTRM vs. ERP, CTRM vs. pipeline and terminal statements, CTRM vs. broker confirms.
Ask-your-CTRM
Natural-language questions over your own data (“what’s our open Cushing length by month?”) answered with the query shown, not hidden.
The same engine as ARC
What the desk sees first
Pointed at your CTRM instead of the crude market, the Signal Center ranks exceptions and anomalies the same way it ranks arbs.
Ranked by conviction
Exceptions and anomalies surface in the order they deserve attention, not the order they were logged.
Driver attached
Every item carries the reason: which book, which spread, how far outside the norm.
Read-only to start
The agents read the CTRM; people write to it.
Predicts whether each spread will widen or tighten by more than $0.50 within 5 sessions. Two heads, open and compress, pooled across every tradable.
Feeds Signal Center & Spread CockpitFits a 21-day slope to each pipeline’s nominations and flags ramps and fades. Tuned to surface the Cushing-to-Gulf build the desk asked to be warned about.
Feeds Signal Center, Arb Monitor, Cargo & FlowsLearns each spread’s normal daily move and flags days that sit outside the 540-day distribution. Calibrated to a 5% contamination rate.
Feeds Signal Center & Spread CockpitFits an ARIMA model per spread and projects 7 sessions forward with a 95% cone. Backtested against a naive carry-forward so you can see where it actually adds skill.
Feeds Spread Cockpit forecast coneHow it’s built
Named models, backtests, people in the loop
Named, inspectable models
Random Forest, OLS, Isolation Forest, ARIMA, and plain rules where rules are enough. No black boxes.
Backtested before it ships
Every agent is measured against a naive baseline on your history before it produces a live signal.
Human-in-the-loop by design
Agents draft, rank and explain. People approve. Nothing writes back to the CTRM or lifts a trade on its own.
Deployed in your tenancy
Runs inside your cloud, read-only against the CTRM to start, inheriting your InfoSec controls.
Endur and RightAngle native
Built by someone who has configured both; the agents speak in your books, portfolios, strategies and deal types.
Documentation you own
Every gate leaves behind a working environment, a live agent and full documentation.
Crawl, walk, run
One agent first. Then the rest.
Crawl
One read-only agent on one real problem, deployed in your environment. Decision gate at week 4.
Walk
Two to four agents across front office and operations, a shared Signal Center, backtests reviewed with your team.
Run
Agents tuned to the desk’s own strategies, scheduled runs, and a roadmap owned by your people.
Pick the first agent with us.
A 20-minute walkthrough is enough to choose the first problem worth an agent and scope a four-week pilot in your tenancy.
(936) 537-6914 · richard.martinez@ctrmpartners.com · The Woodlands, Texas