Industry solutions

Manufacturing

Connect business systems, approved engineering knowledge, and operational reporting while maintaining deliberate safety and access boundaries.

Business-system resilienceProtected engineering knowledgeConsistent operational data

8 use cases across 3 service areas

Framework connections explain relevant planning considerations, not a certification or a finding that a rule applies. Confirm scope and obligations with accountable stakeholders. Explore the ten framework references.

Security

Prioritize exposure in business systems

Growth and acquisitions create inconsistent protection across business applications.

Approach

Validate the asset scope, review identity and endpoint coverage, and sequence high-priority hardening and detection improvements.

Deliverables

  • Exposure and coverage assessment
  • Remediation plan with operational owners

Success measures: Critical gaps closed and configuration consistency.

Requirements to consider

Operational technology and safety systems require separately authorized specialist assessment.

AI Business Solutions

Find approved maintenance knowledge

Teams struggle to locate current manuals and approved procedures.

Approach

Build permission-aware retrieval over approved documents, preserve source references, and include uncertainty and escalation behavior.

Deliverables

  • Knowledge-source ownership model
  • Search assistant and evaluation criteria

Success measures: Source accuracy, freshness, and task usefulness.

Requirements to consider

Qualified personnel must verify procedures; no autonomous machinery control.

AI Business Solutions

Route supplier exceptions consistently

Supplier issues rely on email handoffs and unclear approval ownership.

Approach

Map exception categories, connect approved business records, and automate routing while keeping commitments behind authorization.

Deliverables

  • Future-state workflow
  • Integration and approval matrix

Success measures: Exception age, handoff volume, and rework.

Requirements to consider

Do not authorize purchases or change contractual commitments without approval.

Cloud & AI

Create a trusted production reporting layer

Operational and commercial reporting use inconsistent definitions.

Approach

Unify approved historical data into governed models with quality rules, ownership, and role-appropriate reporting.

Deliverables

  • Data-product and semantic-model design
  • Quality checks and reporting pilot

Success measures: Data freshness and reconciliation effort.

Requirements to consider

Analytics do not replace industrial safety controls or operating procedures.

Framework connections

  • Purdue ModelMap how approved historical production data crosses business and industrial boundaries; any operational-technology access or segmentation changes require separately authorized specialists.

Security

Govern supplier and contractor identities

Supplier access remains active after projects or responsibilities change.

Approach

Assign sponsors, define project-based access, and connect reviews and retirement triggers to approved supplier relationships.

Deliverables

  • External identity and sponsorship model
  • Access-review and offboarding procedures

Success measures: Expired access, review completion, and sponsor coverage.

Requirements to consider

Do not extend business-system access controls into industrial control environments without specialist authorization.

Cloud & AI

Improve recovery readiness for business applications

Production-support business systems depend on aging applications with unclear recovery plans.

Approach

Assess dependencies, identify appropriate modernization treatments, and define recovery and cutover criteria for a bounded application portfolio.

Deliverables

  • Modernization and dependency assessment
  • Recovery and migration acceptance plan

Success measures: Readiness gaps and validated recovery outcomes.

Requirements to consider

Protect plant continuity and keep safety-system changes outside the general application scope.

AI Business Solutions

Prepare engineering-office teams for Copilot

Engineering-office staff want AI assistance but lack agreed knowledge and information-handling boundaries.

Approach

Select administrative tasks and approved engineering-office content, review access, and define a pilot with quality and adoption criteria.

Deliverables

  • Copilot readiness and pilot charter
  • Role-based guidance and evaluation plan

Success measures: Task usefulness, source accuracy, and readiness gaps closed.

Requirements to consider

Generated material requires professional review and cannot replace engineering validation or approved operating procedures.

Framework connections

  • CMMC 2.0If engineering-office content includes defense-contract information, establish the contractual CMMC scope and approved handling boundaries before connecting it to an AI pilot.
  • NIST AI RMFDefine the pilot's administrative purpose, evaluate source accuracy, and retain professional review rather than treating generated content as engineering validation.

Security

Coordinate ransomware-response preparation

Business information technology teams have inconsistent detection, escalation, and recovery coordination.

Approach

Prioritize ransomware-related business threats, align relevant telemetry, and exercise approved investigation and escalation runbooks.

Deliverables

  • Detection and response readiness map
  • Tabletop findings and improvement backlog

Success measures: Coverage gaps, escalation clarity, and remediation age.

Requirements to consider

Exercises must not deploy live malware or disrupt production; industrial systems require separate specialist scope.

Framework connections

  • NIST CSF 2.0Connect Detect, Respond, and Recover outcomes through authorized ransomware table-top exercises without extending the business-system scope into industrial controls.

From context to a next step

Choose the challenge
that matters to your organization.

Bring the business owner, relevant systems and data, and your constraints. Define a bounded assessment or pilot with success criteria and an accountable decision.

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