Agency
Agency is the structured capacity of an entity to generate, select, organize, and regulate actions in pursuit of objectives under constraints, on the basis of internally maintained representations of the world.
Agency = Capacity for intentional state formation + action selection + execution control + feedback integration under a coherent decision architecture.
Note: The Logic of Action and the Operational Encoding of Action are often confused. For example, a “UDA Data Strategy” is not strictly a strategy—it is guided by one. What it actually represents is an Agenda, a prioritized set of actions or initiatives.
Action
Action is a causally efficacious intervention generated by an entity.
An Agentic Action is a causally efficacious intervention generated by an agent through its decision architecture and directed toward modifying the state of the environment or itself.
How can actions be systematically classified according to their degree of intentional mediation under the intentional stance?
| Type of Action | Intentional Structure | Cognitive Mediation | Instance(s) |
|---|---|---|---|
| Fully Deliberative | Explicitly formed intention prior to execution | Goal selection, alternative evaluation, counterfactual reasoning, strategic modeling | Drafting legislation, designing system architecture, strategic negotiation |
| Procedurally Mediated (Semi-Deliberative) | Standing or background intention; action guided by internalized schemas | Role scripts, habits, institutional routines | Applying SOPs, routine managerial decisions, professional practice under established norms |
| Non-Deliberative | No contemporaneous intention formation | Reflex, affect, impulse, or emergent systemic dynamics | Reflex reactions, crowd dynamics, spontaneous norm reproduction |
The Logic of Action
Which elements guide action? What underlies action?
| Instance | Type | Description | Illustrative Case |
|---|---|---|---|
| Principle | Normative Constraint | Foundational rule, value, or invariant that constrains acceptable action. | “Maximize long-term system resilience.” |
| Doctrine | Normative–Strategic Orientation | Codified set of principles applied within a domain. | “Deterrence doctrine” in defense policy. |
| Vision | Directional Orientation | Desired future state that anchors long-term direction. | “Become a regional industrial hub.” |
| Mission | Purpose Definition | Statement of core function or reason for existence. | “Provide affordable renewable energy.” |
| Framework | Conceptual Structure | Organizing lens that structures perception and analysis. | Porter’s Five Forces in industry analysis. |
| Paradigm | Deep Epistemic Orientation | Underlying worldview shaping interpretation and strategy formation. | Neoclassical vs. evolutionary economics. |
| Model | Representational Instrument | Internal representation of system structure or dynamics enabling prediction. | Supply–demand equilibrium model. |
| Assumption Set | Epistemic Premise | Explicit or implicit conditions taken as given in reasoning. | “Interest rates will remain stable.” |
| Problem Framing | Interpretive Configuration | Structured definition of what the situation is. | Framing inflation as monetary vs. supply-driven. |
| Objective | Target Specification | Formalized target state to be achieved. | “Increase market share to 20%.” |
| Goal | Prioritized Desired Outcome | Operationally relevant target aligned with vision. | “Launch product in Q4.” |
| Strategy | Structural Positioning Logic | Coherent approach for achieving goals under constraints. | Cost leadership strategy. |
| Policy | Decision Rule System | Standing decision criteria for recurring situations. | “Invest 5% of revenue in R&D annually.” |
| Trade-off Structure | Constraint Architecture | Explicit prioritization among competing objectives. | Profit vs. market penetration trade-off. |
| Risk Posture | Evaluative Orientation | Defined tolerance and approach toward uncertainty. | Conservative capital allocation strategy. |
| Priority Hierarchy | Ordering Logic | Ranked importance of objectives or principles. | Safety > Profit > Speed. |
| Time Horizon | Temporal Orientation | The temporal scope guiding decisions. | 30-year infrastructure planning horizon. |
| Success Criteria | Evaluation Standard | Metrics or conditions defining acceptable outcomes. | ROI > 15%. |
| Legitimacy Frame | Normative Justification Structure | Basis upon which action is considered acceptable or justified. | Constitutional mandate; shareholder mandate. |
| Constraint Set | Boundary Conditions | Explicit limits on acceptable strategies. | Budget ceiling; regulatory restrictions. |
| Protocol | Procedural Standard | Prescribed method for performing specific tasks. | Clinical treatment protocol. |
Translation: Strategy → Execution
How to translate vision - principles to concrete ‘encoding of actions’?
| Instance | Type | Description | Illustrative Case |
|---|---|---|---|
| Initiative | Strategic Activation Unit | Discrete mobilization effort derived from a strategic objective. | Digital transformation initiative. |
| Roadmap | Sequencing & Capability Development Structure | Multi-period capability build path linking strategy to execution waves. | 3-year technology modernization roadmap. |
| Objective Framework | Target Architecture | Formal structure translating strategy into measurable targets. | OKRs, Balanced Scorecard. |
| Mandate | Authority Grant | Formal authorization for action execution. | Board mandate for restructuring. |
Execution: Architecture
What are the formal operational representations that specify, organize, and coordinate action?
| Instance | Type | Description | Illustrative Case |
|---|---|---|---|
| Program | Coordinated Initiative | A structured set of related projects aligned toward a strategic objective. | National infrastructure modernization program. |
| Project | Bounded Execution Unit | Time-bound, resource-constrained organizational unit delivering a defined output. | Construction of a manufacturing plant. |
| Portfolio | Resource Allocation Structure | Governance structure managing multiple programs/projects under a capital constraint. | Corporate R&D portfolio. |
| Process | Repeatable Activity System | Standardized sequence of tasks producing recurring outputs. | Order-to-cash process. |
| Workflow | Task Flow Structure | Defined routing of tasks across actors or systems. | Document approval workflow. |
| Protocol | Procedural Standard | Prescribed method for performing specific tasks. | Clinical treatment protocol. |
| Plan | Temporal Sequencing Structure | Ordered set of actions with milestones and dependencies. | 12-month market entry plan. |
| Tactic | Contextual Maneuver | Situation-specific action chosen to advance a scheme or plan. | Promotional discount to accelerate adoption. |
| Campaign | Coordinated Tactical Sequence | Time-bound aggregation of tactics oriented toward a defined objective. | Election campaign. |
| Action | Concrete Intervention | Specific behavioral act affecting the environment. | Signing a contract; deploying software update. |
| Agenda | Priority Sequencing Framework | Ordered set of topics or issues requiring attention and decision within a governance context. | Board meeting agenda prioritizing M&A review before quarterly financials. |