PetroSentinel PetroSentinel
AI GOVERNANCE READINESS · 2026

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A free, self-service readiness check for oil & gas operators. Answer 15 sector-specific questions and see exactly where your AI governance stands — across upstream, midstream, and downstream operations.

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AI Compliance & Governance Platform
Regulatory exposure

Ungoverned AI is expensive.

For oil & gas operators running AI across drilling, HSE, SCADA, and workforce systems, governance debt compounds quietly. Building auditable, defensible AI systems takes 18–24 months — long before anyone asks you to prove it.

Maximum exposure — safety-critical AI failure
€15,000,000
— or —
3% of global annual turnover
Whichever is higher. For prohibited practices (e.g. emotion recognition of workers) the ceiling rises to €35m or 7% of global turnover. National market surveillance authorities can also order withdrawal, recall, and suspension of operations pending corrective action.
If you operate AI systems (you can't contract these away)
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Use AI only per the vendor's documented instructions — deviation exposes you as a de-facto providerVendor instructions
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Assign trained, authorised humans to oversee each high-risk system — with genuine authority to intervene and overrideHuman oversight
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Retain AI system logs for minimum 6 months — automatically generated, tamper-evidentLog retention
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Notify affected workers before deploying AI that monitors or evaluates themWorker notice
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Report serious incidents to your AI provider within 24 hours — death, critical infrastructure disruption, irreversible harmIncident reporting
If you build or substantially modify AI
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Full risk management system maintained throughout the AI lifecycle — covering intended use and reasonably foreseeable misuseRisk management
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Data governance for all training, validation and test datasets — bias detection, provenance, representativenessData governance
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Full technical documentation — architecture, datasets, validation metrics, post-deployment plan — before go-liveTechnical documentation
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Human override by design — fail-safe, graceful degradation, operator stop capabilityHuman override
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Independent assurance sign-off before any deployment — internal control review or third-party auditIndependent assurance
Already in force — act now
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AI literacy training for all staff who work with AI systems — mandatory across the whole organisationAI literacy
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Emotion recognition of workers is completely prohibited — any AI monitoring emotional state in the workplaceBanned practice
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LLM/foundation model documentation from your vendors — obtain model cards, evaluations and limitation files from OpenAI, Microsoft, Google etc.Model documentation
Free oil & gas self-assessment — 5 minutes

15 questions for oil & gas operators. Know your exposure before your regulator does.

Every question maps to a live AI governance control — scoped to upstream, midstream, and downstream operations. Answer honestly — a score below 60 means you have material governance exposure right now.

Question 1 of 15
Live readiness score Answer a question to start scoring
—/100
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This self-assessment is informational and does not constitute legal or engineering advice. It reflects good-practice AI governance for critical infrastructure operators, including oil & gas.