Overview
Defense-Grade AI for Energy-Scale Complexity. In an industry where a single failure can lead to catastrophic environmental, financial, and reputational loss, experimental AI is a liability. Mobius Logic provides the “planning and logistics brain” that sits outside your control envelope, unlocking predictive value from the SCADA and historian data your operators already trust.
Operational Excellence Where It Matters Most:
Predictive Asset Reliability: Detect leading indicators of failure in compressors, pumps, and turbines before alarms trigger, delivering up to 70% gains in operational accuracy.
Logistics & Throughput Optimization: Apply Reinforcement Learning (RL) to multimodal product movements (pipeline, rail, marine, truck) to reduce transportation inefficiencies.
Integrity & Compliance Assurance: Automated validation of machine learning models ensures outputs match engineering constraints such as:
OSHA Process Safety Management (PSM) - 29 CFR 1910.119
EPA Risk Management Program (RMP) - 40 CFR Part 68
EPA Spill Prevention, Control, and Countermeasure (SPCC) - 40 CFR Part 112
PHSMA Pipeline Safety Regulations – 49 CFR Parts 192, 193, 195
Why Mobius Logic?
From Pilot to Production
Bridging the "Pilot" Gap
Mobius Logic exists to bridge the gap between experimental AI pilots and production systems that are engineered to survive strict federal regulation and rigorous audits. By leveraging our proven track record in highly regulated environment, including the DoD, FDA, and SEC, we provide the "Assurance Layer" necessary to move mission-critical processes into a reliable production state.
Intelligence "Outside the Envelope"
We provide a "planning and logistics brain" that sits outside your current operational technology (OT) envelope, tapping into the SCADA and historian data your operators already trust without disrupting core systems. While traditional vendors provide data collection and interfaces, Mobius delivers the decision intelligence required to optimize yields, throughput, and complex logistics across the entire value chain.
Validated Autonomy
We specialize in Validated Autonomy—autonomous decision loops that are allowed to act because their behavior is governed by strict safety protocols, engineering constraints, and human-in-the-loop guardrails. This "AI with a seatbelt" ensures that every recommendation is traceable, verifiable, and designed to reduce the cognitive load on your expert teams, turning hours of manual data review into seconds of actionable insight
Ready to deploy AI that works?
Solutions
