Private industrial AI agents

AI that helps your factory get work done.

Turn factory data into useful actions. Skill Focus AI agents work with your equipment records, business systems and company knowledge to investigate problems, recommend improvements and help teams complete complex tasks.

Private infrastructureConnected to factory dataHuman-approved actions
YOUR COMPANY / AI operationsPrivate environment
Industrial agent workspacePermission-aware
Maintenance agentEquipment history and manuals
Quality agentDefects and inspection records
Skill Focus AI BrainAnalysis, coordination, approval rules
Procurement agentStock, suppliers and alternatives
Process agentWaste, bottlenecks and improvement
Illustrative interface - workflows configured for your factory
Company knowledgeUse approved internal sources
Specialist agentsFocused on industrial workflows
Private executionData stays in your environment
Controlled actionsEmployees remain in control
Built around real factory work

Specialist AI agents for every part of your operation.

Instead of a general chatbot that only gives advice, each agent focuses on a specific business task. Agents can use the right data, work together and prepare the next step for your team.

Equipment and uptime

Maintenance AI

Review equipment history, find likely causes of faults, locate procedures and prepare maintenance recommendations.

Maintenance and engineering teams
Quality and defects

Quality AI

Compare inspection records, trace recurring defects and help teams investigate quality issues.

Quality and production teams
Inventory and suppliers

Procurement AI

Find spare parts, compare approved suppliers, check available stock and prepare purchasing requests.

Procurement and supply chain
Performance improvement

Lean AI

Identify waste, recurring delays and bottlenecks using production data and continuous improvement methods.

Operations and improvement teams
Engineering decisions

TRIZ AI

Help engineers explore technical contradictions, generate alternatives and structure possible solutions.

Engineering and R&D teams
People and knowledge

Workforce AI

Help employees find policies, procedures and role-specific guidance from approved company knowledge.

HR, supervisors and employees
Explore an AI agent workflow

From a factory problem to a useful next step.

Select a task to see how Skill Focus agents use approved data, analyze the situation and prepare a recommendation for your team. These are illustrative examples, not live production records.

Maintenance agentLocal analysis
"Why has the packaging line stopped repeatedly?"
SourcesEquipment logs, maintenance history, approved manuals
AnalysisCompare recurring fault codes with previous work orders and documented causes.
Next stepPrepare a technician checklist and maintenance work order for review.
Suggested outcomeA prioritized troubleshooting plan supported by the company's own records.
Recommendations are reviewed by authorized employees before consequential actions.
Example scenarios illustrate the intended workflow. Results depend on connected data, permissions and configuration.
One connected intelligence layer

AI agents that understand your factory.

An agent is only as useful as the information it can access. Skill Focus brings approved factory knowledge and business data into one private AI environment.

Specialist agents can be used through Factory Copilot inside your existing applications. They can gather information, compare options, prepare recommendations and support approved business workflows.

Connected informationERP, MES, maintenance, quality, inventory, supplier data and internal documentation.
Coordinated tasksDifferent agents can work on related steps while keeping an auditable trail.
People stay in controlReviews and approval policies are applied before important actions.
Factory systems and knowledgeERP, MES, SCADA, documents
Skill Focus AI BrainPrivate models and orchestration
Specialist agentsAnalyze and propose
Factory CopilotEmployees and managers
Reviewed actions and improvementsHuman approval, logs, feedback
Security by design

Your factory's data stays inside your company.

AI agents operate on private infrastructure within your environment. Internal documents and operational data do not need to be sent to external AI services.

Every agent respects employee permissions, connected-system access rules and approval requirements.

On-premises AIPrivate servers and local models keep AI processing within your environment.
Role-based accessEach user and agent can only access the data and functions explicitly permitted.
Approval and auditImportant actions can require a human decision, with activity tracked for review.
Controlled integrationsConnections to production and business systems follow your security policies.
Complete industrial AI solution

Everything needed to bring AI agents into your operations.

Skill Focus provides the software, private computing infrastructure, local AI models, integrations, access configuration and ongoing support.

InfrastructurePrivate compute

Size and deploy GPU servers based on your users, models and workloads.

ModelsLocal AI models

Configure private models and connect approved company knowledge.

ConnectionEnterprise integration

Connect AI agents to the systems, documents and workflows they need.

OperationsAccess and support

Configure roles, action approvals, updates and ongoing maintenance.

Questions and answers

What enterprise teams need to know.

How are AI agents different from Factory Copilot?

Factory Copilot is the interface employees use inside their workplace applications. AI agents are specialized capabilities that can analyze data, investigate issues and prepare task-specific recommendations. Employees can access them through Copilot, subject to their permissions.

Can agents connect to our existing ERP, MES or maintenance software?

Yes. Integration depends on your systems, available APIs or data access, and security requirements. We define approved connections and permissions as part of deployment.

Will company data be sent to external AI providers?

Our private deployment architecture runs AI processing within customer-controlled infrastructure. Connections, updates and any allowed outbound traffic are configured according to your company's policies.

Can an agent change production settings by itself?

Consequential changes require configured permissions and approval workflows. Any future connection to industrial control systems must use validated interfaces, independent safety measures and appropriate human oversight.

Can we choose which agents each department can use?

Yes. Access can be managed according to departments, roles and existing identity policies. Different teams can use different agents and approved sources.

What hardware do we need?

Requirements depend on your local AI models, user count, simultaneous tasks and integrations. We assess these inputs and recommend a suitable private compute configuration.

Skill Focus AI agents

Turn your factory knowledge into better operations.

Tell us where your teams spend time searching, analyzing or repeating manual work. We'll help you define the AI agents, integrations and infrastructure that fit your factory.