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VERTICAL / INDUSTRY ONTOLOGIES

Software That Understands the Work, Not Just the Worker

Work is not abstract.

It is executed within specific domains, under specific constraints, governed by specific rules.

  • Generic workforce software treats roles as titles and performance as averages. Powered by Array System encodes work as a structured model.

  • Vertical / Industry Ontologies are the semantic layer that allow the Powered by Array System to understand what “good” actually means.

Performance Is Domain-Specific

Most workforce platforms assume:

  • A job is a title

  • A worker is interchangeable

  • Productivity is uniform

But in reality:

  • A warehouse picker is measured on UPH, accuracy, and travel-path efficiency

  • A machine operator is measured on cycle time adherence and defect rate

  • A property manager is measured on SLA compliance and resolution speed

Turning Work into a Machine-Readable Language

Vertical / Industry Ontologies formally encode:

Entities

Entities

Talent, assignments, tasks, assets, locations, workflows

Relationships

Relationships

Who can perform what tasks, under which constraints, in which environments

Rules

Rules

Valid sequences, safety boundaries, compliance logic, performance standards

Permitted Actions

Permitted Actions

What the system is allowed to optimize, automate, or adjust

Ontologies Connect Identify, Amplify, and Coordinate

Because these relationships are formalized, the system can:

  • checkImprove hiring criteria based on task-level outcomes
  • checkAdjust reinforcement based on domain standards
  • checkCoordinate execution based on structured workflow definitions

The System Gets Smarter with
Every Domain Event

Work changes. Ontologies must evolve.

Task definitions refine

Task definitions refine

Constraints are updated

Constraints are updated

Performance thresholds adjust

Performance thresholds adjust

Automation logic improves

Automation logic improves

Explore the Semantic Foundation of the System

Ontologies are what allow the Powered by Array System to understand work with precision. Explore how semantic modeling enables Identify, Amplify, and Coordinate to operate as a unified system.