Agent swarms that aggregate AIS vessel data, satellite imagery, and inventory reports into real-time commodity intelligence — hedging signals hours before the market prices them in.
How Spawn’s procurement agent automates and cuts leakage on ~$50m CAPEX projects.
AI agents that build, manage, and execute field procedures — SOPs, method statements, inspection protocols, and job safety analyses — from your standards, your project history, and your way of working.
Feed in project specs, get instant feasibility assessment, reference projects, preliminary scope, system and engineering design, cost estimates, and a draft proposal.
Real-time analysis of the 206k bpd production increase, Strait of Hormuz disruption, and what it means for Brent pricing.
How to deploy your first AI agent for vendor sourcing, tender tracking, and RFQ automation. Step-by-step for procurement leaders.
Track every asset across sites, automate calibration alerts, simulate failure models, predict maintenance windows, and optimize allocation — eliminating rework and unplanned downtime.
Scans procurement portals, extracts tender requirements, matches capabilities, and generates structured bid responses with compliance matrices.
Unified dashboards across divisions — revenue, utilization, safety, project margins, and backlog. Predictive analytics, cross-sell identification, and automated executive reporting.
RAG-powered system trained on your project library — P&IDs, datasheets, simulation results, commissioning reports. Query in natural language across every design decision your firm has ever made.
Automated permit generation, real-time hazard analysis, worker compliance tracking, and OSHA documentation — eliminating permit backlogs that cost $50K+ per turnaround.
We learn your unique engineering operations, build custom tools from deep industry experience, and deploy agents that compound your team's output — by order of magnitude.