Human authority
Qualified professionals establish boundaries, review consequential outputs, approve actions, and retain decision authority.
Human-Governed AI within ai4asset Integrity Intelligence™
AI Agents Work.
Humans Govern.
AI agents support inspection, corrosion, anomaly, and integrity-planning workflows while qualified professionals retain decision authority. Embedded AI agents can retrieve information, examine evidence, validate data, identify relationships, prepare insights, support planning, and recommend next steps. Qualified people define the boundaries and remain responsible for consequential decisions.
Why Governance Matters
AI can produce an answer. Integrity teams need the authority and evidence to decide whether to act.
Asset integrity decisions carry safety, operational, environmental, regulatory, and financial consequences. AI capabilities must operate within defined boundaries, use the right context, remain connected to evidence, and support—not replace—qualified judgment.
The Governance Model
Six principles that keep people in command.
Grounded context
AI agents work with approved operator information, engineering context, standards, and applicable practices.
Traceable evidence
Sources and evidence remain visible so users can examine the basis of AI-agent outputs.
Defined boundaries
Roles, access, permitted activities, and escalation points establish where and how agents can operate.
Review and approval
Consequential recommendations and actions remain subject to the appropriate human review and approval.
Accountability
Decision history preserves the relationship between evidence, assisted reasoning, human judgment, and final action.
Embedded Across the Product
Human-Governed AI is a platform capability, not a separate product module.
AI agents can support Inspection Intelligence, Corrosion Intelligence, Anomaly Intelligence, and Integrity Planning Intelligence according to each capability's maturity and intended use.
The system does not independently approve engineering recommendations, determine fitness for service, or close safety-critical anomalies. Qualified professionals remain accountable.
AvailabilityPilot and beta
Individual AI-agent capabilities are introduced through controlled engagements according to module maturity, intended use, approved data, and required human review.
Bring AI Into Integrity Work Responsibly
Give agents meaningful work. Keep people in control.
Start with a defined workflow, approved information, clear success criteria, and the right governance controls.
Discuss a controlled pilot