The platform

A governed intelligence layer for process safety and asset integrity.

AI-PSM Sentinel brings fragmented operational evidence and governed external knowledge into one contextual decision-support layer without requiring clients to replace their existing systems of record.

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Architecture at a glance

Evidence in. Context and priorities out.

Inputs can include incidents, work orders, inspection/RBI, barriers, historian signals, asset hierarchy, appropriately licensed standards and curated public industry knowledge. AI-PSM applies controlled domain logic, retrieval and AI assistance to turn those inputs into event, asset, barrier, action and learning intelligence.

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INPUTSEHS / incidentsCMMS / work ordersRBI / inspectionBarriers / SCEHistorian / IOWAsset masterRAGAGEP / standardsPublic industry lessonsFuture PSE Hub patterns
AI-PSMSENTINELSSOT + intelligence layer
INTELLIGENCEEvent + CATPOTSimilarity + recurrenceRCFA evidence packAsset / barrier riskAction governancePortfolio analytics
Platform building blocks

Seven capabilities designed to work as one governed system.

01 · Evidence

Connected operating context

Normalize and link event, asset, barrier, maintenance, inspection, action and operating evidence.

02 · Rules

Domain logic before generative AI

Apply deterministic classifications, screening criteria, taxonomies and governed site logic wherever rules should control.

03 · Knowledge

Governed RAGAGEP + industry context

Retrieve applicable external knowledge with source provenance and permissions so internal evidence can be interpreted against a broader experience base, including future permissioned and anonymized PSE Hub patterns where available.

04 · AI

ML, NLP, retrieval and LLM assistance

Use models for similarity, pattern finding, narrative interpretation, evidence preparation and decision support while preserving source traceability.

05 · Prioritization

Risk-weighted work queues

Combine potential consequence, recurrence, barrier condition, asset criticality and other approved signals to focus review.

06 · HITL

Qualified human authority

Keep SMEs responsible for safety-critical conclusions, investigation depth, corrective actions and approvals.

07 · Governance

Traceable decisions

Preserve source evidence, system outputs, reviewer overrides, rationale, approvals and action history.

AI-PSM Sentinel ecosystem
A layer — not a rip-and-replace

Use existing enterprise systems as sources of truth.

AI-PSM can sit above and across EHS, maintenance, inspection, reliability and operating systems. The objective is to create contextual intelligence and follow-through while preserving established enterprise workflows.

  • Works with historical backlogs and ongoing data feeds
  • Supports site and enterprise views
  • Separates deterministic logic from AI-assisted judgment
  • Designed for validation, traceability and controlled deployment
Prove the knowledge advantage

Start with five years of your own history.

Compare what AI-PSM finds with what prior investigations already concluded, then decide whether continuous enterprise intelligence is worth operationalizing.

Discuss a Five-Year Assessment