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    FRONTIER

    Three ideas shape how we think about AI and Work.

    1. Digital EmployeeA Digital Employee is an AI system assigned to one defined business role, with the authority, memory, knowledge, evidence and human oversight required to complete the work and be accountable for it.
    2. Digital WorkforceA Digital Workforce is a managed system of Digital Employees and people completing work through defined roles, shared knowledge, governed hand-offs, and accountable supervision.
    3. AI Company Operating ModelAn AI Company Operating Model defines how people and Digital Employees divide work, authority, knowledge, and accountability across the company.

    Latest perspective

    A Digital Employee Must Learn Without Drift8 min readA Digital Employee should improve from real work through evaluation, approved change, versioning, and rollback without silently changing its role, authority, or company policy.
    1. Memory Is the Asset of a Digital EmployeeA Digital Employee becomes more valuable when it can retain sourced, scoped, correctable institutional knowledge without allowing assumptions and errors to become company truth.
    2. Human on the Loop Scales Digital LaborAgents execute within governed authority while humans supervise, intervene, and improve the system.
    3. The Agentic FrontierProduction agency starts where the demonstration ends: bounded authority, durable context, observable decisions, and disciplined exception handling.
    4. Human in the Loop Defines Agentic AuthorityHuman in the Loop is a decision-right pattern that defines which consequential, unusual, or irreversible actions require accountable human approval before an agent may proceed.
    5. European AI OperationsEuropean law, languages, and operating practices are product requirements for digital labor, and a durable advantage when treated seriously.
    6. The EU AI Act Is Product ArchitectureThe EU AI Act must shape how a Digital Employee is designed, deployed, supervised, documented, and changed. Compliance cannot be added after autonomous work reaches production.

    See these ideas at work - explore the Digital Employees catalogue.