Thesis: The organization is a living system. Its capabilities are not “Departments” (like Marketing or Engineering) but Biological Subsystems (like Ingestor, Decider, Producer) operating across four planes.

Plane 1: Infrastructure (The Container)

The passive structures that hold, transport, and protect the system.

2. Boundary (Protection Capability)

The membrane that filters inputs and protects integrity.

  • 9.1.2 Infrastructure Security: Threat monitoring, Identity governance.
  • 9.2.2 Safety & Moderation: Abuse detection, Policy enforcement.
  • 7.2.2 Corporate Protection: Legal entity protection, IP/Patent defense.
  • 9.2.1 Compliance: Certification audits (SOC2), Regulatory alignment.

3. Ingestor (Intake Capability)

Bringing matter and energy across the boundary.

  • 7.1.3 Treasury (Inbound): Cash management, Capital markets (Ingesting Energy).
  • 11.1.1 Talent Acquisition: Sourcing, Assessment (Ingesting Human Matter).
  • 6.2.1 Procurement: Vendor selection, Asset purchasing (Ingesting Physical Matter).
  • 4.3.2 Inbound Triage (SDR): Processing inbound leads (Ingesting Potential Energy).

4. Distributor (Transport Capability)

Moving matter, energy, and information to components.

  • 7.1.1 Capital Distribution (FP&A): Budget allocation, Financial modeling.
  • 8.1.1 Data Pipelines: Pipeline construction, Schema modeling (Moving Info).
  • 6.2.2 Environment Logistics: Workspace management, Asset distribution.
  • 3.2.2 Network Infrastructure: Network config, Cluster management.

7. Storage (Reservoir Capability)

Retaining matter and energy for later use.

  • 8.1.2 Data Governance: Data cataloging, Quality assurance (Storing Info).
  • 7.2.1 Contract Management: Commercial records (Storing Legal Obligation).
  • 3.2.2 Infrastructure as Code: State management (Storing System State).

8. Extruder (Output Capability)

Transmitting products and wastes out of the system.

  • 3.2.1 Release Engineering: Toolchain maintenance, Artifact publishing.
  • 11.1.1 Offboarding: Alumni management, Deprovisioning.

Plane 2: Machines & Agents (The Transformer)

The active processors that sense, decide, build, and act.

11. Input Transducer (Sensing Capability)

Bringing information markers into the system.

  • 1.1.1 Market Analysis: Competitive intel, Macro-forecasting.
  • 2.2.1 User Research: User interviews, Persona development.
  • 10.1.1 Ecosystem Sensing: Tech partnership scoping.

15. Decoder (Translation Capability)

Translating external info into private system code.

  • 2.2.2 Specification: PRD writing, Acceptance criteria definition (Need -> Spec).
  • 7.2.1 Commercial Legal: MSA redaction (Deal -> Contract).
  • 7.1.2 Accounting: Tax filing, Audit prep (Event -> GAAP Code).

16. Associator (Learning Capability)

Forming enduring associations and patterns.

  • 8.2.2 Advanced Analytics: Predictive modeling, Causal inference.
  • 1.1.1 Scenario Planning: Correlating trends to outcomes.
  • 3.3.1 Model Operations: Training pipelines, Vector indexing.

18. Decider (Control Capability)

Executive guidance and resource control.

  • 1.1.2 Goal Setting: OKRs, KPI targets.
  • 1.1.3 Resource Allocation: Portfolio management, Capital efficiency.
  • 2.1.1 Product Roadmapping: Feature prioritization (RICE/WSJF).
  • 6.1.1 Corporate Strategy: Board reporting, Strategic pillars.

19. Encoder (Formatting Capability)

Translating private code into public output.

  • 2.3.1 User Experience (UX): IA mapping, User flows.
  • 2.3.2 Interaction Design: UI design, Modality switching.
  • 4.2.1 Product Marketing: Positioning, Messaging (Spec -> Story).
  • 3.3.2 Context Engineering: System instruction design (Intent -> Prompt).

6. Producer (Synthesis Capability)

Forming stable associations (Building things).

  • 3.4.1 Feature Build: API implementation, UI component build.
  • 3.1.1 System Design: RFC creation, Domain modeling.
  • 4.2.2 Demand Generation: Campaign creation, SEO optimization.
  • 5.1.2 Solutions Engineering: Custom integration, Workflow opt.

20. Output Transducer (Broadcast Capability)

Transmitting information markers to the environment.

  • 4.3.1 Sales Execution: Discovery, Proposal, Closing.
  • 10.1.3 Developer Relations: External advocacy, Documentation.
  • 11.2.1 Internal Comms: Organizational alignment (All-hands).
  • 5.2.2 Support: Incident resolution, Self-service curation.

5. Converter (Adaptation Capability)

Changing inputs into forms useful for the system.

  • 11.1.2 Learning & Development: Competency mapping, Coaching (Human -> Employee).
  • 5.1.1 Implementation: Technical onboarding (Buyer -> User).
  • 4.1.1 Funnel Operations: Lead scoring, CRM architecture (Traffic -> Lead).

14. Timer (Coordination Capability)

Coordinating processes in time.

  • 6.1.2 Program Management: Cross-functional coord, Change mgmt.
  • 3.2.3 Reliability (SRE): SLO/SLI management, Uptime.

12. Internal Transducer (Monitoring Capability)

Reporting on internal states.

  • 8.2.1 Business Intelligence: Dashboard viz, Metric definition.
  • 3.1.2 Tech Health: Debt backlog, Dependency governance.
  • 11.2.2 Employee Engagement: Ritual facilitation, Recognition.

Plane 3: Artifacts (The Flows)

The matter, energy, and information being processed.

  • Capital Flow: Cash, Budget, Credit.
  • Information Flow: MQLs, PRDs, Tickets, Slack Messages.
  • Matter Flow: Hardware assets, Human candidates.

Plane 4: Meta-Artifacts (The Blueprint)

The genetic code guiding the agents.

  • 1.2.2 Technology Ethics: Responsible use guidelines.
  • 3.1.1 Architecture RFCs: System blueprints.
  • 1.1.2 OKRs: Strategic goals.
  • 6.1.1 Operating Policies: The rules of the game.