HealthSight XAI for MI

HealthSight is an asset health monitoring system powered by the XAI BRAIN (Explainable-AI Bayesian Reasoning for Asset Integrity via Networks) that combines physics-based modeling, real-time data integration, and decision optimization support to deliver unprecedented asset mechanical integrity (MI) insights across all damage mechanisms and industries.

All
Damage Mechanisms
DOE
SBIR Validated
Patent
Pending Technology
Explore HealthSight

HealthSight XAI Platform

The comprehensive software system that transforms asset integrity management through explainable AI, physics-based modeling, and continuous learning across all industries and damage mechanisms.

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XAI BRAIN Engine

Bayesian Reasoning for Asset Integrity via Networks leverages probabilistic modeling rooted in physical cause-effect relationships, accounting for uncertainties in aging equipment with full explainability.

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Real-Time Integration

Seamlessly connects to asset management systems, data historians, and sensor networks for continuous monitoring and live calculation updates across all asset types.

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Predictive Analytics

Quantitative predictions with uncertainty quantification replace qualitative risk assessments, enabling proactive maintenance and failure prevention across all damage mechanisms.

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Physics-Based Models

Unlike traditional AI, our models blend physical understanding with expert knowledge and field data for superior accuracy and trustworthiness across all engineering domains.

Dynamic Learning

Continuously adapts to changing conditions and learns from new data, maintaining cutting-edge performance as assets age and conditions evolve across all industries.

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Industry Proven

Built on Equity Engineering's established EEC platform with 100s of users and 1000s of daily calculations, serving oil & gas, refining, petrochemical, chemical, power, and beyond.

CUISight - First HealthSight Application

Transforming the $5 trillion CUI challenge with HealthSight powered by the XAI BRAIN that prevents failures, optimizes maintenance, and extends asset life through intelligent prediction and transparent decision-making. Could have prevented disasters like the 2009 Yara Ammonia plant explosion.

$5T
Global CUI Problem
40%
Of Piping Maintenance
50%
Of Hydrocarbon Leaks
$38M
Client Pilot Savings
Learn More About Our Software

Explainable AI: The Smart Solution for Industrial Safety

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Explainable AI for MI With Equity's BRAIN

Download our comprehensive white paper on Explainable AI for Mechanical Integrity using Equity's BRAIN technology.

XAI BRAIN Technology Foundation

Our patent-pending Asset Lifecycle Optimization (ALO) methodology powered by HealthSight's XAI BRAIN (Explainable-AI Bayesian Reasoning for Asset Integrity via Networks) represents the next generation of asset integrity lifecycle management.

Physics-Based Intelligence

The XAI BRAIN (Bayesian Reasoning for Asset Integrity via Networks) goes beyond traditional AI by incorporating fundamental physics and engineering principles into its predictive models. This approach ensures predictions are not only accurate but also explainable and trustworthy.

  • Rooted in physical cause-effect relationships
  • Probabilistic modeling with uncertainty quantification
  • Validated through multiple DOE SBIR grants
  • Patent-pending ALO methodology
  • Transparent, explainable decision-making

XAI Processing Flow

Data Input
Sensors, Inspections, History
XAI BRAIN
Physics + AI Processing
Predictions
Risk, Life, Actions

HealthSight Platform

Smart Asset Performance Management

Bridges the gap between data and decisions, providing damage predictions, remaining life calculations, and optimal maintenance recommendations with full explainability.

HealthSight Platform Architecture

Built on the proven Equity Engineering Cloud (EEC), HealthSight provides a comprehensive asset intelligence platform that integrates seamlessly with existing systems while delivering revolutionary capabilities.

  • Asset system agnostic connectivity
  • Real-time data historian integration
  • Third-party API compatibility
  • Scalable cloud-native architecture
  • Proven EEC platform with 100s of active users

HealthSight Software Platform

Comprehensive asset mechanical integrity management powered by the XAI BRAIN (Explainable-AI Bayesian Reasoning for Asset Integrity via Networks) - scalable across all damage mechanisms and industries.

All
Damage Mechanisms
Multi
Industry Platform
Real-Time
Intelligence

HealthSight XAI Platform Overview

The comprehensive software system that transforms asset integrity management through explainable AI, physics-based modeling, and continuous learning across all industries and damage mechanisms.

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XAI BRAIN Core

The XAI BRAIN provides the foundational intelligence engine, combining physics-based models with probabilistic reasoning and uncertainty quantification for transparent, explainable decisions.

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Scalable Architecture

Built on proven Equity Engineering Cloud infrastructure, HealthSight scales from single-facility implementations to enterprise-wide deployments across multiple industries and damage mechanisms.

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Universal Integration

Asset-system agnostic platform connects to any existing IDMS, AIMS, CMMS, data historians, and sensor networks through standardized APIs and proven connectivity protocols.

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Intuitive Interface

Configurable dashboards provide role-based access to insights, with mobile applications for field inspection, automated reporting for compliance, and executive-level analytics.

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Continuous Learning

Machine learning enhancement of XAI BRAIN base models ensures continuous improvement, with multi-client SaaS architecture supporting simultaneous users while maintaining data privacy.

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Global Deployment

Multi-region cloud infrastructure enables international expansion with advanced enterprise integrations (SAP, IBM Maximo) and global deployment capabilities.

CUISight - First Application

Our flagship application demonstrates HealthSight's power in addressing the $5 trillion Corrosion Under Insulation challenge - the industry's most pressing integrity problem.

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Complete Lifecycle Modeling

Models the complete physical progression: jacketing failure → coating failure → CUI initiation → wet corrosion rate → time-of-wetness → effective corrosion rate → failure time → risk → decision strategy optimization → field executable actions.

Live IOWs

Revolutionary Live Inspection Operating Windows adapt schedules based on real-time conditions, optimizing resources and preventing unnecessary inspections.

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Quantitative Predictions

Replace qualitative risk rankings with precise corrosion rates, remaining life calculations, and failure probability assessments with full uncertainty quantification.

Proven Results: $38M client pilot project savings validates technology value • could have prevented 2009 Yara disaster • 40% of plant piping maintenance addressed

Future Applications: DamageSight for All Mechanisms

HealthSight's XAI BRAIN architecture enables expansion to all API 571 damage mechanisms, creating comprehensive asset integrity solutions across every industry sector.

Universal Damage Mechanism Support

The same physics-based XAI BRAIN that powers CUISight will be applied to create specialized modules for every type of asset degradation, creating the DamageSight suite of applications.

  • High Temperature Hydrogen Attack (HTHA)
  • Stress Corrosion Cracking (SCC)
  • Fatigue and Creep Mechanisms
  • Erosion and Flow-Accelerated Corrosion
  • All API 571 Damage Mechanisms

Multi-Industry Expansion

Energy Sector
Oil & Gas, Refining, Petrochemical
Process Industries
Chemical, Pulp & Paper, Fertilizer
Power Generation
Nuclear, Coal, Gas Turbines
Manufacturing
Metals, Mining, Industrial

HealthSight Development Roadmap

Year 1: Commercial MVP

HealthSight configured for CUISight production deployment, DCS and sensor data integrations, AMS connectivity, real-time dashboards, and SMS/email alerts.

Year 2: Enterprise Platform

Multi-client SaaS architecture, mobile applications, automated reporting, machine learning enhancements, and client system integrations.

Year 3: Platform Expansion

Multi-mechanism support beyond CUI, advanced enterprise integrations (SAP, IBM Maximo), and global deployment.

Integrated Solution Ecosystem

HealthSight XAI creates comprehensive end-to-end asset integrity solutions through strategic partnerships with data digitization companies, field services providers, sensor monitoring companies, and technology integrators.

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Field Services Integration

Partnering with global inspection leaders. Field services companies provide inspection expertise, structured protocols, advanced NDT techniques, and extensive customer relationships. Our integrations enable seamless data flow from field to intelligence.

  • ✓ High-resolution imagery and photogrammetry
  • ✓ Standardized data collection protocols
  • ✓ Real-time field data streaming
  • ✓ Comprehensive inspection services
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Data Digitization Partners

Advanced AI analytics and computer vision specialists. Data digitization companies process large inspection data volumes with precision anomaly detection, creating digital twins and enabling continuous learning through sophisticated AI algorithms.

  • ✓ AI-enhanced data processing and digitization
  • ✓ Computer vision and machine learning
  • ✓ Anomaly classification with metadata
  • ✓ Visual dashboards and analytics
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Sensor Monitoring Companies

Advanced sensor technology providers. Sensor monitoring companies deliver critical real-time data including moisture detection, temperature monitoring, corrosion sensors, and environmental condition tracking for comprehensive asset health monitoring.

  • ✓ Time-of-wetness quantification sensors
  • ✓ Real-time environmental monitoring
  • ✓ Corrosion and temperature sensors
  • ✓ IoT connectivity and data streaming

Strategic Partnership Model

Our three-tier partnership strategy creates a complete value chain from data collection through intelligent decision-making, enabling partners to enhance their core offerings while delivering superior customer value.

  • Tier 1: Strategic technology integrations with established market leaders
  • Tier 2: Certified partner network with specialized capabilities
  • Tier 3: Marketplace ecosystem with complementary solutions
  • Revenue sharing models benefit all participants
  • Joint go-to-market strategies accelerate adoption
  • Continuous collaboration drives innovation

Complete Integrated Solution

Field Services
Inspection & Data Collection
Data Digitization
AI Processing & Analytics
HealthSight XAI BRAIN
Intelligent Decision Engine
Sensor Integration
Real-Time Monitoring

AI for Mechanical Integrity Joint Industry Program (JIP)

We are leading an industry-wide initiative with Acuren and Abyss Solutions to transform mechanical integrity programs through AI integration. The JIP addresses aging infrastructure challenges and data overload across the energy sector.

  • 50+ invited companies including major operators
  • Five-phase structured implementation
  • Validated through industry survey results
  • Focus on practical, scalable outcomes
  • Physics-based, explainable AI approach
  • Collaborative development of industry standards

JIP Value Chain

Data Collection
Field Services & Inspection
Data Analytics
AI Processing & Computer Vision
XAI Decision Engine
HealthSight Platform

Partnership Benefits & Opportunities

Join our growing ecosystem of technology leaders transforming asset integrity management through intelligent partnerships and shared innovation.

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Technology Integration

Seamless API integrations and data exchange protocols enable your existing solutions to leverage HealthSight's XAI BRAIN intelligence, enhancing value for mutual customers.

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Market Expansion

Access new market segments and customer bases through joint go-to-market strategies, shared customer relationships, and collaborative solution development initiatives.

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Revenue Growth

Multiple revenue models including licensing fees, revenue sharing, joint sales commissions, and partnership-driven business development opportunities across global markets.

Exploring Partnerships Across Multiple Sectors

We're actively engaging with companies across inspection services, sensor technologies, data analytics, system integration, and asset management to create comprehensive solutions that serve the entire industry value chain.

Partner With Us

Built on a Foundation of Excellence

HealthSight XAI leverages the proven expertise and infrastructure of Equity's Research team, backed by multiple DOE SBIR awards and years of industry leadership.

Equity Engineering Foundation

Our parent company brings decades of expertise in aging energy infrastructure across oil & gas, refining, petrochemical, chemical, pulp & paper, fertilizer, nuclear, and power industries.

  • ~200 employees with ~140 engineers
  • Established market presence and credibility
  • Proven cloud-native platforms (EEC and PM)
  • API 579/580/581 standard implementations
  • Deep relationships across target industries

Equity Research's Innovation

The Equity Research team develops cutting-edge software for exponential recurring revenue growth, focusing on industry future trends and innovative technology productization.

Mission: Shape company growth through asset intelligence innovation
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DOE SBIR Validation

Multiple Phase 1 and Phase 2 Department of Energy Small Business Innovation Research grants validate our XAI BRAIN technology foundation and provide credibility for commercial deployment.

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Patent-Pending Technology

Our Asset Lifecycle Optimization (ALO) methodology using HealthSight's XAI BRAIN is patent-pending (filed January 2025), creating competitive moats and business value through intellectual property protection.

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Proven Platform Infrastructure

Built on the Equity Engineering Cloud (EEC) launched in 2017, our platform has 100s of active users running 1000s of calculations daily with full cloud-native scalability.

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Market-Ready Technology

$38M in client pilot project savings validates market readiness, with proven prototypes demonstrating immediate value delivery to enterprise customers across multiple industry verticals.

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Industry Recognition

Recent publications in fertilizer industry journals and white papers for major industry programs demonstrate thought leadership and technical validation in the marketplace.

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Strategic Positioning

Positioned as the "Intel Inside" of CUI management, our technology serves as the foundational intelligence layer for partner ecosystem solutions and enterprise implementations.

Transform Your Asset Integrity Program

Ready to leverage explainable AI for predictive asset management? Contact us to explore how HealthSight XAI and CUISight can revolutionize your mechanical integrity operations.

Pilot Programs

Start with a focused pilot implementation to validate CUISight's value in your specific environment. Typical pilot projects range from $25K-50K with clear ROI demonstration.

Enterprise Solutions

Full plant implementations deliver comprehensive CUI management transformation. Enterprise contracts provide multi-year agreements with continuous learning and optimization.

Partnership Network

Join our strategic partner ecosystem to integrate HealthSight XAI capabilities into your solution portfolio. API licensing and revenue sharing opportunities available.