CASE STUDIES

Real results from real deployments

How companies are using Spawn agents to transform their highest-cost workflows. Real metrics, real timelines, real impact.

Procurement

PCC Singapore: 2 Weeks to 30 Seconds

During a live demo, Spawn’s procurement agent sourced compressor and valve vendors with specs, pricing, and contacts — work the team quoted at two weeks internally. 7 operational areas identified for deployment.

EPCVendor Sourcing
Coming soon
Intelligence

LNG Vendor Intelligence Build

Comprehensive vendor database for an LNG plant project — covering compressors and valves from 40+ suppliers with specs, pricing ranges, lead times, and project references. Delivered same-day.

LNGProcurement
Coming soon
Finance

OML Hedging Strategy Deployment

How a 15,000 bopd Nigerian producer used Spawn to model hedging scenarios across Brent price curves, evaluate put options vs. swaps, and present a board-ready hedging recommendation.

Oil & GasFinance
Coming soon
Engineering

Engineering Design Review Automation

An EPC contractor reduced P&ID review cycles from 5 days to 4 hours by deploying Spawn’s engineering agent for ISA 5.1 compliance checking and instrument tag verification.

EPCEngineering
Coming soon
Operations

JV Reporting Automation

Three JV partners sharing a Nigerian OML replaced monthly spreadsheet reconciliation with a single Spawn agent. Cash call preparation went from 2 weeks to same-day.

Oil & GasOperations
Coming soon
Compliance

Regulatory Filing Acceleration

An upstream operator automated DPR/NUPRC quarterly reporting. The agent compiles production data, environmental metrics, and safety records — and flags compliance gaps before submission.

Oil & GasCompliance
Coming soon

Your operation could be the next case study

Every company we work with starts with the same question: what's the workflow that hurts most? We deploy an agent against it — and measure what happens.