A Modular and Intelligent Architecture
AgenticX5 combines Neo4j knowledge graphs, coordinated agents, and over 120 specialized modules to transform OHS prevention. Our modular approach enables progressive adoption tailored to your sector-specific needs.
PLATFORMS
Core infrastructure ensuring orchestration, governance, and interoperability of the AgenticX5 ecosystem. These platforms form the technological foundation upon which all specialized modules rely.
HUGO Orchestrator
Production
Intelligent coordinator for ~100 agents distributed across 6 hubs. Ensures autonomous orchestration with human-in-the-loop on critical decisions. Manages task prioritization and load distribution.
Orchestration
Multi-agent
HITL
SafetyGraph Core
Production
Neo4j knowledge graph modeling the entire OHS context: employees, equipment, zones, procedures, historical incidents, causal relationships. Enables complex real-time queries for prediction and analysis.
Neo4j
Graph
RAG
AIGovernanceAI
Development
Central AI governance hub ensuring EU AI Act, ISO 42001, NIST AI RMF compliance. Manages DPIAs, bias audits, drift monitoring. Complete logging of AI decisions and traceability.
Governance
EU AI Act
ISO 42001
IntegrationHub
Production
Integration platform with 12+ SaaS systems (Intelex, Cority, Procore, BIM360, SAP, etc.). REST/GraphQL APIs, pre-configured connectors, version management, rate limiting, connection health monitoring.
API
SaaS
Connectors
COMPLIANCE & REGULATORY HUB
18 specialized agents ensuring regulatory monitoring, compliance analysis, and report generation for 40+ international standards (CNESST, ISO 45001, OSHA, EU AI Act, GDPR/Bill 25).
ComplyAI
Production
Automated regulatory monitoring for 40+ standards. Normative change alerts in <24h. Compliance gap analysis and corrective action recommendations. Supports LSST, CSTC, CNESST, ISO 45001, OSHA, CSA.
Regulatory Watch
Gap Analysis
Multi-jurisdictions
ChemicalRegAI
Production
WHMIS/SIMDUT (CA), REACH (EU), GHS compliance. Automatic SDS generation, chemical composition analysis, exposure threshold calculations. Integration with chemical product registries. Limit exceedance alerts.
WHMIS
REACH
SDS
PrivacyAI
Production
Privacy governance: GDPR (EU), Bill 25 (QC), PIPEDA (CA). Automated PIAs, processing registries, consent management, individual rights. Data leak detection, encryption, pseudonymization.
GDPR
Bill 25
PIA
ESG-ComplyAI
Development
Cross-functional ESG compliance: GRI, SASB, TCFD reporting. Integration of S (social) criteria with OHS. Carbon footprint calculations for operations, diversity, equity, inclusion analysis. Real-time ESG dashboards.
ESG
GRI
TCFD
AuditTrailAI
Production
Complete OHS action traceability: who, what, when, why. Immutable blockchain logs, regulatory compliance audit trail. Report exports for CNESST/OSHA inspections. Chronological incident reconstruction.
Blockchain
Traceability
Audits
FIELD OPERATIONS HUB
20 field agents combining computer vision (YOLOv8), IoT, and wearables for real-time hazard detection, environmental monitoring, and proactive prevention. Covers work at height, confined spaces, ergonomics, lockout.
WorkAtHeightAI
Production
Vision AI for work at height: detection of dangerous postures, missing PPE (harness, helmet), anchor verification. Potential fall alerts based on motion analysis. CSTC 2.10 compliance. Incident reduction -25%, exposure -20%.
Vision AI
YOLOv8
Height
ConfinedSpaceAI
Production
Real-time gas monitoring (O₂, CO, H₂S, LEL) in confined spaces. Monthly calibrated multi-gas sensors. Automatic alerts for CSTC/OSHA threshold exceedances. Triggered evacuation procedures. Incident reduction -40%, evacuation time -50%.
IoT Gas
Alerts
Confined Spaces
LOTOAI
Production
Smart lockout with RFID/NFC. CSA Z460 LOTO procedure verification. Detection of unauthorized restart attempts. Traceability of who locked what, when. Work permit integration. 98% compliance.
RFID/NFC
LOTO
CSA Z460
HotWorkAI
Production
Hot work permits (welding, cutting, grinding). Vision AI flame/spark detection, IR temperature monitoring. Verification of nearby extinguishers, cleared area of flammables. Dangerous co-activity alerts.
Thermal Vision
Permits
Fire
ErgoAI
Testing
Ergonomic posture analysis via vision AI. MSD detection (musculoskeletal disorders): incorrect lifting, repetitions, excessive joint angles. Workstation adjustment recommendations. Automated RULA/REBA calculations.
Ergonomics
MSD
RULA/REBA
HeatStressAI
Testing
Heat stress monitoring: WBGT (wet bulb globe temperature), humidity, radiation. Adaptive work-rest regime calculations. Dehydration alerts via wearables (HRV). ACGIH heat TLV compliance.
WBGT
Wearables
Heat
INCIDENT MANAGEMENT HUB
18 agents specialized in reporting, root cause analysis, prediction, and incident response. CNESST/OSHA integration, automated root cause analysis, corrective workflows, ML-based predictive alerts.
IncidentRecordAI
Production
<24h incident reporting CNESST/OSHA compliance. Adaptive forms based on incident type. NLP voice/text data extraction. Automatic severity classification. Incident registry integration, stakeholder notifications.
NLP
CNESST
Reporting
RootCauseAI
Testing
Automated causal analysis using 5 Whys, Ishikawa, fault tree methods. Neo4j queries to identify causal patterns. Cause-effect graph visualization. Preventive action recommendations based on similar historical incidents.
Neo4j
5 Whys
Ishikawa
RiskPredictor
Production
ML incident prediction (XGBoost, 127 features). F1-Score 0.82-0.87 (8 pilot sites). 12-month backtesting, 5-fold CV. Proactive alerts 48h before probable event. Focus on MSDs, collisions, falls <5m. Hellinger drift monitoring <0.1.
Predictive ML
XGBoost
F1=0.85
EmergencyAI
Development
Emergency response coordination: critical incident detection, automatic evacuation protocol triggering, emergency service notifications. Integration with alarm systems, victim location via RFID/geoloc badges.
Emergency
Evacuation
Geolocation
ActionLoopAI
Production
PDCA corrective action loop (Plan-Do-Check-Act). Action status tracking (open, in progress, closed), deadlines, responsible parties. Delay alerts, automatic escalation. Action effectiveness verification via post-implementation KPIs.
PDCA
Workflow
Tracking
TRAINING & COMPETENCY HUB
15+ agents dedicated to adaptive training, certification, competency assessment, and personalized content generation. Integrates VR/AR, microlearning, individualized pathways based on roles, incident histories, identified gaps.
TrainingPathAI
Testing
Adaptive training paths based on role, sector, specific risks. Competency gap analysis via initial assessments. Priority training module recommendations. Mandatory certification tracking, deadline reminders.
Adaptive
Pathways
Certifications
VR-TrainingAI
Testing
Immersive VR/AR training for dangerous situations (height, confined spaces, evacuations). Realistic risk-free scenarios. Gestural performance analysis, reaction times. Automated AI post-session debriefing.
VR/AR
Immersive
Safety
MicroLearningAI
Development
3-5 minute micro-training modules: video capsules, interactive quizzes, infographics. Push notification distribution at opportune moments. Gamification with badges, leaderboards. 87% completion rate vs 40% traditional training.
Microlearning
Mobile
Gamification
CompetencyAI
Testing
OHS competency assessment: knowledge tests, practical simulations, field observations. Competency matrices by role (required vs acquired). Training gap identification. Sector standard compliance certification.
Assessment
Competencies
Matrices
ANALYTICS & REPORTING HUB
12+ agents for real-time KPIs, executive dashboards, sector benchmarking, automated compliance reports. Power BI, Tableau integration, CNESST/OSHA exports. Predictive cost analyses, intervention ROI.
HSE-KPI-AI
Production
Real-time OHS KPI dashboards: TRIR (total recordable incident rate), LTIR (lost time), frequency/severity, compensation costs. Inter-site comparisons, temporal trends, threshold exceedance alerts. Power BI export.
KPIs
Dashboards
Real-time
BenchmarkAI
Testing
OHS performance comparison vs sector peers (NAICS). Aggregated CNESST, BLS, Eurostat data. Percentile positioning (25th, 50th, 75th, 90th). Sector leader best practice identification. Improvement recommendations.
Benchmark
Sector
Percentiles
ReportGenAI
Production
Automated report generation: annual CNESST compliance, ISO 45001 audits, quarterly executive reports. Customizable sector/role templates. PDF, Word, Excel export. AI narratives explaining trends, causes, actions.
Auto Reports
Generative NLP
Templates
CostAnalysisAI
Development
OHS cost analysis: direct (care, compensation) + indirect (lost productivity, replacement, training, insurance). IRSST 1:3 ratio. Preventive intervention ROI simulations. OHS investment prioritization.
TCO
ROI
Simulations
INNOVATION & RESEARCH HUB
Emerging modules and R&D: human behavior (BehaviorX), mental health, climate, supply chain, drone inspection, worker voice. Continuous innovation lab integrating latest AI, IoT, robotics advances.
BehaviorX
Production
Human factors analysis: fatigue (HRV wearables), stress, burnout, risky behavior patterns. Early burnout detection. Personalized rest, psychological support recommendations. Quarterly fairness audits.
Behavior
Wearables
Burnout
ClimateRiskAI
Development
Climate risk adaptation: prolonged heatwaves, floods, extreme weather events. Forecast weather data integration. Adaptive OHS protocol adjustments. IPCC climate scenario simulations.
Climate
IPCC
Adaptation
DroneInspectAI
Testing
Height/roof inspection via autonomous drones. Vision AI detection of structural defects, corrosion, degradation. IR thermography energy leaks. Worker height exposure reduction -60%. Automated 3D inspection reports.
Drones
Inspection
Thermography
WorkerVoiceAI
Development
Worker participatory platform: anonymized OHS concern escalation, improvement suggestions, satisfaction surveys. NLP sentiment analysis. Frequent issue prioritization. Bottom-up safety culture.
Participatory
NLP
Culture
SupplyChainSafetyAI
Development
Supply chain OHS traceability: supplier audits, subcontractor certifications, geopolitical risks. ESG supplier scoring. Upstream non-compliance alerts. Hazardous product blockchain traceability.
Supply Chain
ESG
Blockchain
SECTOR-SPECIFIC MODULES
Vertical modules tailored to specific challenges of 12 industry sectors: construction, healthcare, manufacturing, energy, mining, transport, etc. Cover sector regulations, specific equipment, business processes.
PermitAI
Development
Automated work permit (PTW) generation: hot, cold, confined spaces, height, excavation, electrical. Neo4j contextual risk analysis, SWRL business rules. Multi-level validation, electronic signatures. 98% compliance.
PTW
Automation
Neo4j
InspectAI
Development
Automated OHS inspections: adaptive checklists, geolocated photos, vision AI anomaly detection. Inspection history, non-compliance trends. ISO 45001 compliant inspection reports. Risk-optimized inspection scheduling.
Inspections
Checklists
Vision AI
MachineSafetyAI
Testing
Industrial machine safety: operator dangerous proximity detection via vision AI, automatic emergency stops. ISO 13849, EN 954 compliance. Critical equipment predictive maintenance. Abnormal vibration, temperature analysis.
Machinery
ISO 13849
Predictive
MiningSafeAI
Testing
Mining module: ground stability (seismic), underground ventilation, heavy equipment (haul trucks, drills). Compliance explosives management. Silica dust monitoring. ML geotechnical potential collapse alerts.
Mining
Geotechnical
Explosives
HealthcareSafetyAI
Testing
Healthcare module: patient handling MSDs, nosocomial infections, care environment violence, nurse fatigue. PPE tracking, isolation protocols. Bed, patient lift ergonomic analysis. Caregiver stress burn-out management.
Healthcare
MSD
Infections
ProcessRiskAI
Testing
Industrial process risk analysis: HAZOP, LOPA, independent protection layers (IEC 61511). Process drift simulations, SIL (Safety Integrity Level) calculations. Real-time SCADA integration. Critical deviation alerts.
HAZOP
IEC 61511
SIL
Fatigue-WatchAI
Testing
Driver/operator fatigue monitoring: HRV wearables, facial vision microsleep detection, sleep patterns. Excessive fatigue alerts, rest recommendations. Road transport driving hours compliance. Accident reduction -35%.
Fatigue
Transport
Wearables
ElectricalWorkAI
Development
High voltage electrical work: energized equipment proximity detection, insulating PPE verification, isolation procedures. CSA Z462 arc flash compliance. Safety distance calculations. Electrical system integration.
Electrical
CSA Z462
Arc Flash
PolicyHubAI
Development
Centralized OHS policy/procedure management: versioning, approval workflows, targeted distribution, acknowledgment receipts. Compliant policy generation based on sector templates. NLP semantic search for relevant procedures.
Policies
Workflow
Versioning
DataIngesterAI
Development
Massive heterogeneous data ingestion: IoT, ERP, CMMS, HRIS, sensors, videos. Real-time ETL, schema normalization, quality validation. SafetyGraph Neo4j feeding. 20+ source connectors (SAP, Odoo, Fiix, etc.).
ETL
Integration
Big Data
🔗 Key Module Interactions
Field Vision → Prediction
WorkAtHeightAI and ConfinedSpaceAI feed RiskPredictor with real-time behavioral and environmental data to refine incident predictions.
Compliance → Permits
ComplyAI automatically validates regulatory compliance of permits generated by PermitAI (CSTC, OSHA standards) before final approval.
Incidents → Training
RootCauseAI identifies causal competency gaps, triggers personalized TrainingPathAI modules to prevent similar recurrences.
Analytics → Strategy
HSE-KPI-AI and BenchmarkAI provide executive KPIs for OHS investment prioritization via CostAnalysisAI (optimized ROI).
Central Graph
SafetyGraph Neo4j connects all modules: employees ↔ equipment ↔ zones ↔ permits ↔ incidents ↔ training. Real-time complex cross-module queries.
Cross-functional Governance
AIGovernanceAI oversees ethical compliance of all AI modules (EU AI Act, ISO 42001), audits bias, monitors model drift.