Downstream Oil & Gas
Refining, distribution, and fuel marketing running continuously from feedstock to forecourt.
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How it works
FlowGen learns your downstream operations, converts that knowledge into executable procedures, and improves with every batch.
Built for refining, distribution, and fuel marketing operations.
Explore the productFlowGen connects to your ERP in place and builds your complete downstream ontology. Refining and marketing logic captured via configuration and custom code. No workshops, no consultants, no multi-quarter discovery.
Every workflow, exception route, and decision tree reconstructed from transaction history and data lineage into a living crude-to-customer map. Surfaces refining and distribution bottlenecks and becomes the backbone of agents that mirror your operations.
Procedures become natural-language workflows that are readable, editable, and auditable. FlowGen executes them inside your ERP with intelligence purpose-built for refining and retail data where precision matters. Agent-to-agent coordination across your entire distribution landscape.
Every exception and demand shift feeds back into the system automatically. Self-healing operating procedures adapt to user feedback, rules, formats, and exceptions in real time. Get smarter with every batch.
DOWNSTREAM OIL & GAS
Your operational blueprint, running autonomously. End-to-end processes executing inside your ERP at machine speed.
Process throughput
5x
faster execution cycles
Touchless execution
90%+
end-to-end automation
Manual workload
80%+
fewer human steps
Line 3 · fill weight, grams
Process action
Filler valve B trimmed −2.4%
Hopper level drift on the upstream feeder
Crude slates, unit constraints, and product demand reconciled continuously into an executable plan. Yield deviations and giveaway caught in real time, before they move down the chain into finished product.
Purchase Order
PO-449182
480 units · $74.20
$35,616.00
Goods Receipt
GR-771043
478 units received
Plant DE-08 · Bay 14
Supplier Invoice
INV-2026-09418
480 units · $74.20
$35,616.00
Price, qty and receipt agree within tolerance
posted to SAP MM · cleared to pay
PO, receipt, and invoice reconciled automatically the moment the invoice arrives. Processing drops from days to minutes; AP backlogs disappear.
Origin
Hub
Port
DC
Stuttgart
Plant DE-08
Munich
Plant DE-04
Wolfsburg
Plant DE-22
Frankfurt
Inland rail
Duisburg
Barge transfer
Rotterdam
Pier 7
Hamburg
closed 36h
Antwerp
Pier 4
Newark
DC-NJ
Savannah
DC-GA
Delivery routes and loads recalculated continuously against live demand, terminal supply, and fleet capacity. Stations replenished before they run dry; runout and retain costs fall as routing tightens.
SKU-184 · Frosted Flakes 18oz · daily units
Signals fused
Walmart · Kroger · Target
BOGO cereal · W18–W20
Heat wave · Southeast
TikTok mentions +220%
Forecourt sales, pricing moves, and external signals read continuously across the network. Replenishment triggered before sites run short; carrying costs fall as forecast error drops.
CUSTOMER SPOTLIGHT

ANNUAL PROCESS SAVINGS
$9M+
“We brought in FlowGen Labs to help modernize our SAP workflows, and they delivered a working AI solution in exactly four weeks. The agents they deployed have taken over a lot of the heavy lifting, eliminating manual work and streamlining our processes end-to-end. By leveraging LLMs, we were able to accelerate our automation timeline while sticking to our ‘clean core’ strategy. This is a highly practical approach to SAP modernization that we plan to scale across the business.”

Sandy Iyer
Sr Director, Digital and Enterprise Applications, Veritiv