SmartFleet Agents
AI Agent Service Categories
Intelligent automation across engineering, operations, and platform development for SmartFleet. Your WrapSite knows who you are, your permissions and sits over the data providing role responsive responses.
🔧 1. Expert Engineering Agents
Spec to SmartFleet MRO
This AI agent automates the translation of complex, unstructured maintenance manuals (like PDFs) into highly structured, machine-readable datasets called "JobDefs." These JobDefs then act as the digital blueprint to drive step-by-step artisan execution, compliance tracking, and automated fault resolution within the ExcelWraps system.
AI Maintenance Optimisation
Identifies cost-saving opportunities by analyzing maintenance specifications, converting binary checks to condition-based monitoring, building data-driven safety cases for extended inspection intervals, and quantifying ROI for optimization initiatives. This is especially useful when used in conjection with SmartFleet MRO solutions to collect data to support reduced maintenance.
ORR CSM Risk Assessment
Guided hazard identification and risk mitigation with regulatory compliance integration This is used with SmartFleet Risk Assessment and SmartFleet Engineering Change solutions.
Obsolescence Management
Expert anaysis to highlight obsolescence risks to plan the cost and strategy for their removal. This is used with SmartFleet Overhaul solutions.
Crashworthiness Assessment
Expert interpretation of crash data to minimise scope of repaire working with SmartFleet Accident Audit solution.
Axle Balancing & Ride Optimisation
Intelligent logic for primary suspension packing, vehicle heights and axle load balancing improving the derailment stability of all vehicles.
Engineering Change Impact Assessor
Assesses proposed changes against historical modifications, identifies affected systems, predicts implementation effort, flags regulatory implications, and suggests stakeholder consultation to accelerate approval cycles while reducing unintended consequences.
⚙️ 2. SmartFleet Operational Agents
Every SmartFleet solution (MRO, QA Audit, Corrosion, Cleaning, etc.) is augmented by a dedicated AI Agent that understands the specific "Rules of the Game" for that domain and looks for insights based on the data stack it is gathering.
👥 Competence Management Agent
Analyzes competency records, workload, and schedules to recommend optimal technician assignments, identify scheduling conflicts, suggest training priorities, and balance workload to prevent bottlenecks.
🎯 Quality Deviation Intelligence
Pattern recognition across Quality Assurance Audit and MRO Queries solutions to identify trends, predict potential issues, and recommend preventive actions.
📦 Supplier Performance Monitor
Tracks component reliability by manufacturer, correlates supplier parts with maintenance outcomes, generates automated performance scorecards, alerts on elevated failure patterns, and supports warranty claim preparation with aggregated evidence.