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Map agents, owners, connected applications and access to production, maintenance and business data.
DeliverableAI inventory and prioritized exposure assessment.

AI agents do more than answer questions: they can access data, connect applications and trigger actions. Sentryify’s Microsoft Certified AI Transformation Consultants help manufacturers define the ownership, safeguards and evidence needed to adopt them responsibly.
Discuss AI GovernancePreparing a maintenance summary has different risks from changing a production schedule. Start with a defined use case, limited access and human approval for consequential actions. Changes affecting equipment or safety require your plant’s engineering and change-control processes.
Map agents, owners, connected applications and access to production, maintenance and business data.
DeliverableAI inventory and prioritized exposure assessment.
Define acceptable use, ownership and approvals. Keep people accountable for high-impact actions and review agents as they change.
DeliverableOwnership model, approval workflow and lifecycle policy.
Review excessive permissions, overshared information and stale identities. Plan recovery for critical data and configurations.
DeliverablePrioritized access-remediation and recovery plan.
Measure adoption, costs and control effectiveness against a baseline. Give operations leaders and risk teams evidence they can review.
DeliverableGovernance scorecard and executive review.
Begin with an assessment, prioritize remediation and agree on ongoing reviews as your AI estate grows. Scope, tools, review frequency and fees are agreed individually.
For manufacturers introducing Copilot or other AI agents into business and plant-support workflows.
Scope to discussAgent and data-access map, risk baseline and adoption roadmap.
For teams needing clear owners, approval checkpoints and consistent rules before expanding AI.
Scope to discussOwnership model, acceptable-use policies and configuration baselines.
For organizations concerned about sensitive information, oversharing or excessive agent permissions.
Scope to discussData-exposure review and prioritized access-remediation recommendations.
For teams planning recurring oversight as agents, permissions and workflows evolve.
Scope to discussScoped monitoring plan, change reviews and governance scorecards.
For leaders evaluating whether AI usage and license spending support operational goals.
Scope to discussAdoption and license-use review with measurable value recommendations.
For manufacturers relying on AI-enabled workflows for business-critical processes.
Scope to discussRecovery priorities for critical data, configurations and dependent workflows.
Bring IT, OT, operations and risk leaders together. Review ownership, access, approvals, evidence, value and recovery before extending a pilot across your business.
Discuss your AI use cases, connected systems and production priorities with Sentryify. We’ll help define a readiness assessment and a practical next step.
Framework adapted from AvePoint’s The Partner Playbook for Agentic AI Governance. Manufacturing applications are Sentryify’s adaptation; this does not imply an AvePoint partnership or product endorsement.