Valverideflow

ValveRide, LLC (ValveRide Flow) — Transaction-validated US retail diesel price database plus a trip-level fuel procurement ledger. The company states it maintains a shared, anonymized retail-price intelligence database with per-observation data-strength grading by state and publishes predicted-vs-actual pump price comparisons. Layered on top: for every fuel plan, the prescribed stop, gallons, retail price at stop, contract-net price, discount in cents per gallon, IFTA/state tax adjustment, savings captured, and the fuel-card transaction it reconciles to — plus deviation records (route drift, …

Valverideflow offers (Alternative, Price, Supply Chain) — Anchored on the page's own figure of ~1,650 gallons burned per long-haul truck per month (~550M gallons tracked per year per 1,000 trucks). At 2-4 fuel plans per truck per operating day each plan yields a plan record, replan events, and a reconciled pump transaction. The high-volume table is continuous ELD position and fuel-level polling on every active trip; the durable table is the indefinitely-retained aggregated price observation set spanning all 50 states..

Retail diesel price nowcasting and ground-truth validation of competing price feeds (the predicted-vs-actual and confidence-graded series is directly usable as an evaluation set); fuel-card network discount and interchange modeling; driver fueling-behavior and out-of-route compliance models from a rare supervised prescribed-vs-actual set; fuel-hedge basis and hedge-execution analytics; travel-center volume and share forecasting; state-level fuel-tax and refining-marketing margin analysis; fuel-optimizer, route-planning and agent tool-use model training (the API is already MCP-callable)

Coverage spans US; Oil & Gas Marketing, Trucking; alternative, price, supply_chain; equities, commodities.