AgenticX5

Intelligent Agentic Prevention

Detect → Decide → Act → Prove

November 2025

Agenda

  1. Vision: From Reactive Safety to End-to-End Agentic Prevention
  2. MedTech Analogies → AgenticX5 Transposition
  3. Horizons 1, 2 & 3: Copilot → Agent Network → Adaptive System
  4. Key AgenticX5 Differentiators
  5. 0–3–12 Month Roadmap
  6. AI-first Safety KPIs
  7. Governance & Ethics
  8. Golden Use Cases & Industry Solutions
  9. Call to Action

Vision

From Reactive Safety to End-to-End Agentic Prevention

"Agentic prevention transforms each site into a living organism capable of detecting, deciding, acting, and proving in real-time."

🔍 Detection

Authorized sensors, computer vision, weather signals, and IoT to identify risks in real-time.

🧠 Decision

HSE Oracle XAI: complete explainability, alternatives, uncertainties, contextual recommendations.

⚡ Action

Coordinated agent network for securing operations, targeted stop-work, alerts, safe windows.

📋 Proof

SafetyGraph notarizes every decision, action, and outcome for regulatory traceability.

MedTech Analogies → AgenticX5 Transposition

Inspired by successful transformations in healthcare, AgenticX5 applies the same principles to HSE.

  • End-to-End, not POC: Integrated solutions from end to end, not isolated prototypes. The goal is to transform the entire prevention cycle.
  • 80% reshape/invent: 80% of effort focused on 3–4 high-impact "Golden Use Cases" that fundamentally restructure processes.
  • 10/20/70 Rule: 10% AI models, 20% platforms and data, 70% people and processes. Technology is just a catalyst.
  • Progressive Horizons: Copilot (H1) → Agent Network (H2) → Adaptive System (H3). Gradual and evolutionary adoption.
E2E Golden UCs 10/20/70 3 Horizons

Horizon 1 (0–6 months)

Safety Copilot: Aggregate · Explain · Suggest · Notarize

The safety copilot assists HSE teams in real-time to accelerate cycles and reduce administrative tasks.

Cycle Speed

+20–30%

Acceleration of inspection, investigation, and compliance cycles

Admin Reduction

−30–50%

Reduction in time spent on repetitive administrative tasks

Explainability

100%

All recommendations explained with HSE Oracle XAI

Horizon 2 (6–18 months)

Agent Network: Multimodal coordination · Router/Context · Safe windows

A coordinated agent network for proactive and contextualized prevention.

Multimodal Agent

Real-time video and audio analysis to identify at-risk behaviors

Context Agent

Understands site-specific context, team composition, and ongoing tasks

Router Agent

Orchestrates and coordinates different agents for optimal response

Horizon 3 (18–36 months)

Adaptive System: Self-learning · HITL everywhere · Personalized coaching

A system that continuously learns and adapts to each site and team's specifics.

  • Self-learning: System automatically improves from feedback and avoided incidents
  • Adaptive thresholds: Dynamic adjustment based on seasonality, workload, and team culture
  • Generalized HITL (Human-in-the-Loop): Mandatory human validation for all critical decisions
  • Universal right of appeal: Every decision can be contested with 5-day SLA for response
  • Personalized coaching: Learning paths adapted to each employee's profile, role, and history
"The system becomes a continuous learning partner, not just a control tool."

AgenticX5 Differentiators

What distinguishes AgenticX5 from traditional HSE management solutions.

🗺️ SafetyGraph

HSE Ontology + Action Graph
Structured knowledge base linking risks, causes, actions, and evidence. Automatic notarization for compliance.

🔮 HSE Oracle XAI

Total explainability
Every recommendation explained in plain language with alternatives, uncertainties, and regulatory justifications.

🤖 Agent Network

Multimodal/Context/Router
Intelligent coordination of specialized agents in short loop: detect → decide → act → trace.

⚖️ Native Governance

GDPR/Privacy · HITL · Appeal
Integrated regulatory compliance, mandatory human validation, systematic right of appeal, data minimization.

0–3–12 Month Roadmap

1

0–1 month: Ambition

Frame 3–4 Golden UCs, define KPIs, establish ethical governance

Framing
KPIs
2

2–6 months: Pilots

ENV01 + C-05 multi-site, XAI activated, safe windows dashboards

ENV01
C-05
3

6–12 months: Scale

RPS04 + RPS01, agent network, site twin, standardized playbooks

Scale
RPS

Key Deliverables

  • Month 1: Framing document, KPI matrix, governance charter
  • Month 3: ENV01 and C-05 pilots operational on 2–3 sites
  • Month 6: Real-time dashboards, documented playbooks, measured ROI
  • Month 12: Full deployment, active agent network, site digital twin

AI-first Safety KPIs

Key indicators to measure the impact of agentic prevention.

T-alert → T-secure

< 5 min

Time between alert detection and securing operation (P90)

Safe Windows

> 85%

Percentage of work time in optimal conditions

Serious Incidents

−40%

Reduction in serious incidents per million hours worked

Investigation Close-out

< 10 d

Average incident investigation closure time

Ritual Adherence

> 90%

Compliance with safety rituals (toolbox talks, inspections, audits)

AI Acceptance

> 80%

Acceptance rate and trust in AI recommendations

+ Procedural justice indicators: appeal rate, processing time, satisfaction with revised decisions.

Governance & Ethics

AgenticX5 integrates ethical governance and regulatory compliance from the design phase.

Fundamental Principles

  • Transparency (XAI): Every recommendation explained in plain language with justifications, alternatives, and uncertainty levels
  • Mandatory Human-in-the-Loop (HITL): Human validation required for all critical decisions impacting safety or employment
  • Universal right of appeal: Any decision can be contested with 5 business days SLA for reasoned response
  • Minimization & short retention: Collect only what's necessary, limited retention periods, pseudonymization by default
  • No punitive surveillance: Exclusive purpose of safety and rescue, team aggregations (never individual), no disciplinary impact
GDPR / Privacy XAI HITL 5-day Appeal Minimization No Punishment
"Technology in service of safety, not surveillance. AI as a trusted partner, not a judge."

Golden Use Cases & Industry Solutions

High-impact use cases demonstrating the value of agentic prevention across sectors.

Core Golden Use Cases

🌦️ ENV01: Weather Hazards

Challenge: Predict and prevent weather-related incidents (storms, ice, high winds)

Solution: Real-time weather integration, "safe windows" planning, early alerts, automatic stop-work

H1

☁️ C-05: Welding Fumes

Challenge: Control exposure to welding fumes and prevent occupational diseases

Solution: IoT exposure sensors, adapted PPE recommendations, optimized rotations, complete traceability

H1

⚠️ RPS04: Violence

Challenge: Detect and prevent workplace violence, harassment, and incivility

Solution: Multimodal detection (audio/behavior), automatic escalation, immediate support, personalized follow-up

H2

😓 RPS01: Burnout

Challenge: Early identification of professional exhaustion signals and preventive intervention

Solution: Pattern analysis (hours, load, absences), adaptive coaching, proactive work reorganization

H2-H3

Industry-Specific Solutions

🏗️ ScaffoldMonitor

Construction

Real-time load sensors: Detects unauthorized modifications, automated compliance inspections

ROI: 280% | Falls -60%
Learn more →

⛏️ H2SGuard Critical

Mining

Toxic gas monitoring: 10 ppm detection with geolocation, evacuation <90 sec, intelligent ventilation integration

ROI: 600% | Fatal Risk
Demo available →

⛏️ GeotechStability

Mining

Geotechnical monitoring: Continuous inclinometric sensors, landslide prediction, preventive evacuation

High Impact

🏭 SmartLOTO Manager

Manufacturing

Intelligent LOTO: RFID identification, automatic verification, complete traceability

OSHA Violation #4
Extension →

🏭 AmputationZero

Manufacturing

Machine safety: Intelligent emergency stop, adaptive training, amputation prevention on industrial machines

Critical Safety

🤖 CobotSafety Pro

Manufacturing

Human-robot collaboration: 3D vision of collaborative zones, human intention prediction, dynamic robot speed adaptation

ROI: 290% | Cobot incidents -85%

🚛 HazmatTransport Pro

Transport

Hazmat transport: Container monitoring, optimized routes, emergency intervention

International Compliance

💨 DustControl Pro

Mining

Silica detection: Real-time crystalline silica detection, adaptive automatic ventilation, connected respiratory PPE

ROI: 380% | Silicosis -70%

100+ specialized applications across Construction, Mining, Manufacturing, Healthcare, Transport, Energy, Agriculture

Explore full catalog →

ROI & Avoided Risks

Tangible impact of agentic prevention on performance and safety.

Productivity

+15–25%

Operational efficiency improvement through safe windows and reduced interruptions

Incidents Avoided

−40–60%

Reduction in serious incidents and lost days through early detection and proactive intervention

Litigation Costs

−50–70%

Decrease in costs related to litigation, workers' comp claims, and insurance premiums

Team Adoption

> 85%

Adoption rate and satisfaction of field teams through user-centric approach

Qualitative Benefits

  • Improved safety culture and team confidence
  • Reduced stress and mental load for supervisors and HSE managers
  • Enhanced regulatory compliance with complete traceability
  • Positive employer brand and talent attraction
  • Increased organizational resilience to crises

Future Vision

"Imagine each site as a living organism: eyes (authorized sensors and vision), memory (SafetyGraph retaining every learning), consciousness (HSE Oracle XAI explaining and proposing), and reflexes (agent network acting in less than 5 minutes to align the entire chain of safety actions)."

In this near future, a supervisor is no longer overwhelmed by reports and verifications. They are accompanied by an intelligent copilot that anticipates, explains, suggests, and notarizes. Teams work in optimized "safe windows." Risks are detected before they materialize. Every decision is traceable, justifiable, and improvable.

The AgenticX5 Promise

Radically transform HSE prevention by moving from a reactive, administrative approach to truly intelligent, proactive, and human-centric prevention. Not to replace expertise, but to multiply it.

Our Commitment

Zero serious incidents. Zero punitive surveillance. 100% explainability. 100% respect for people.

Let's Take Action

🚀 Launch Horizon 1 Now

Start with the safety copilot on 2–3 pilot sites.
Frame your Golden Use Cases (ENV01, C-05) and measure impact in 90 days.

+20–30% speed · −30–50% admin · 100% XAI

Next Steps

  1. Week 1–2: Framing workshop (Golden UCs, KPIs, governance)
  2. Month 1: Copilot configuration and SafetyGraph integration
  3. Month 2–3: ENV01 and C-05 pilots on selected sites
  4. Month 4–6: ROI analysis, adjustments, H2 preparation

Transform HSE Together

Agentic Prevention
SafetyGraph
HSE Oracle XAI

Explore Industry Solutions →

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