Smarter assets.
Stronger operations.
Measurable performance.
Asset Frameworks Inc. transforms maintenance, reliability, production, energy, and capital decisions through AI-powered asset intelligence and enterprise asset management excellence — built for the realities of heavy industry.
We bridge plant operations, finance, engineering, maintenance, and digital strategy into one connected performance model.
Industrial transformation, from plant floor to boardroom.
Most digital initiatives stall because they treat assets as data problems instead of operating problems. Asset Frameworks combines deep operational expertise — SAP, EAM, reliability, and capital planning — with practical AI and operations mathematics. The result is faster decisions, lower costs, safer operations, and measurable ROI within a single fiscal year.
Asset-first thinking
Reliability and lifecycle as the foundation of every model.
Practical AI
Production-grade models tied to operational KPIs, not demos.
ROI in 90 days
Fixed-fee pilots with measurable business outcomes.
Six capabilities, one connected performance framework.
Modular products built for critical industrial assets.
Six modular products — start as a single-plant pilot, scale across the enterprise.
Asset Vision™
AI dashboards for leadership, operations, reliability, and maintenance teams.
PredictIQ™
Failure prediction, asset risk scoring, and remaining useful life analytics.
OpsMath™
Mathematical optimization for scheduling, turnarounds, and logistics.
Built for asset-intensive industries.
From aluminum manufacturing and power generation to mining, transportation, oil & gas, and public infrastructure — we modernize asset performance with practical intelligence.
Manufacturing
Automotive, aluminum, steel, chemicals, food, consumer goods, aerospace.
Energy & Utilities
Power generation, renewables, transmission, pipelines, LNG, refining.
Mining & Metals
Surface mining, underground, smelters, concentrators, mobile fleets.
Oil & Gas
Upstream, midstream, downstream, offshore, terminals.
Public Infrastructure
Ports, waterways, transportation, municipalities, water systems.
Life Sciences
Regulated assets, calibration, utilities, production reliability.
Real numbers from real operating environments.
Typical improvement ranges measured across recent pilots and enterprise rollouts in heavy industry. Each range reflects the low and high end of results from comparable asset classes — your starting point and data maturity determine where you land.
Predictive maintenance and failure prediction across critical asset classes.
PM optimization, work management redesign, and spare parts forecasting.
Bottleneck analytics, scheduling AI, and yield optimization.
Energy-per-unit reduction and ESG performance analytics.
Connecting enterprise systems with industrial reality.
We work natively across the EAM, data, and intelligence platforms heavy industry already runs on — and the AI layers that make them perform.
AI & Analytics
Artificial Intelligence, Machine Learning, Computer Vision, Digital Twins.
Enterprise EAM
SAP PM / EAM / S/4HANA, IBM Maximo, Oracle Maintenance Cloud, Microsoft Dynamics.
Data & Cloud
OSIsoft PI / Historians, Microsoft Azure AI, Databricks / Lakehouse, Microsoft Fabric.
Operational Technology
SCADA / PLC integration, Industrial IoT, Robotics integration, Mobile field apps.
Visualization & Geospatial
Power BI / SAC dashboards, GIS / ArcGIS intelligence, executive performance views.
Integration Fabric
API and event-driven integration between EAM, ERP, historians, and AI services.
Start with one asset class.
Prove the model.
Scale the framework.
Our Reliability Launchpad delivers a measurable AI use case in 90 days — fixed-fee, milestone-based, with an executive roadmap for enterprise scale. No abstract proofs of concept.