DETERMINISTIC INTELLIGENCE · PEOPLE

Reconstruct organizational capacity through time.

Know the person. Know the position. Know the assignment.

People Intelligence reconstructs organizational structure, assignments, capacity, availability and qualification coverage from governed workforce Ground without turning administrative records into judgments about people.

Person · Position · Assignment · Capacity · Qualification · Time

01

PEOPLE GROUND

Establish identity, position and effective time before interpreting the organization.

Person masters, positions, organizational units, assignments, working-time definitions, availability calendars, qualifications, certifications and effective dates can establish a governed organizational history.

Person masters Positions Organizational units Assignments Working-time definitions Availability calendars Qualification records Certifications Absence records Effective dates

02

SEMANTIC DISCIPLINE

A person is not a position. An assignment is not capacity.

Organizational Ground must keep the Human identity, the structural position and the effective-dated relationship between them distinct. Qualification is not performance. Availability is not productivity.

PERSON

The governed Human identity

Source records establish the person represented by organizational systems without reducing that Human being to a score or inferred profile.

POSITION

The organizational place

A position can exist before, during and after any particular person's assignment to it.

ASSIGNMENT

The relationship through time

An assignment connects a person to a position or organizational context for a governed effective interval.

03

QUESTIONS

Organizational questions answered from Ground.

Who is assigned to this position now?

Resolve the effective assignment against explicit person and position identity.

Who held this position at a historical date?

Reconstruct the assignment that was effective at the selected time.

Which positions are vacant?

Compare defined positions with qualifying effective assignments.

Where is capacity not covered?

Compare defined capacity, assigned capacity and available capacity under explicit rules.

Which required qualifications are missing or expired?

Relate qualification requirements to governed qualification Evidence and effective dates.

What cannot be established from People Ground?

Motivation, personality, future performance and other unsupported personal judgments remain outside deterministic authority.

04

MEASURES

Define the population, effective period and organizational semantics behind every measure.

Filled positions

Positions with qualifying effective assignments

Count only positions and assignments that satisfy the selected organizational and effective-date definition.

Ground: position · assignment · effective interval

Available capacity

Defined capacity adjusted by governed availability

Capacity available under explicit working-time, calendar and absence semantics.

Ground: position · assignment · working time · availability

Qualification coverage

Required qualifications with effective Evidence

Coverage of defined qualification requirements by qualifying, effective person qualification records.

Ground: requirement · assignment · qualification · effective date

05

ORGANIZATIONAL CAPACITY · ILLUSTRATIVE EXAMPLE — SYNTHETIC DATA

See how a defined position becomes covered capacity.

POSITION Maintenance Engineer 1.0 defined capacity
ASSIGNED 0.8 Effective assignment
AVAILABLE 0.6 Calendar and absence Ground applied
QUALIFIED 0.6 Required qualification effective
OPEN CAPACITY 0.4 Defined capacity not currently covered

Synthetic example. Headcount is not automatically capacity, and available capacity does not establish productivity.

06

QUALIFICATION COVERAGE · ILLUSTRATIVE EXAMPLE — SYNTHETIC DATA

Trace qualification status without turning records into performance judgments.

PERSON P-104 Governed workforce identity
ASSIGNMENT Position PE-22 Effective 2026-01-01
REQUIRED QUALIFICATION Electrical Safety L2 Position requirement
EVIDENCE Certification C-881 Valid through 2026-12-31
STATUS EFFECTIVE Recorded qualification coverage

Qualification Evidence establishes recorded qualification status. It does not establish competence, quality of work or performance.

07

ORGANIZATION THROUGH TIME · ILLUSTRATIVE EXAMPLE — SYNTHETIC DATA

Reconstruct the organization that was effective at each point in time.

JAN Position created PE-22 · 1.0 capacity
FEB Person assigned P-104 · 0.8 assignment
APR Capacity changed Defined capacity 1.2
JUN Reporting changed Unit OPS-04 → ENG-02
SEP Qualification expired Coverage state changed
DEC Assignment ended Position remains

Current structure is only one effective state. Historical assignments and organizational relationships remain inspectable.

08

DATA SUFFICIENCY

See what the available People Ground can establish.

Assignment history

Person, position and effective-dated assignment Ground are present.

AVAILABLE

Historical assignment state can be reconstructed for the selected organizational population.

Available capacity

Contracted capacity exists but calendar Ground is incomplete.

PARTIAL

Capacity remains bounded where absence or availability records are incomplete.

Performance

No governed performance definition or Evidence is established.

NOT_ESTABLISHED

Assignment, availability and qualification records do not establish individual performance.

09

WHY THIS AVAILABLE CAPACITY?

Trace organizational state back to effective-dated source records.

RESULT Available Capacity
POSITION Position
RELATION Assignment
SEMANTICS Working-Time Definition
GROUND Source Record

Organizational state, capacity and qualification coverage remain connected to the records, effective dates and rules that establish them.

10

HUMAN / JUDGMENT BOUNDARY

Organizational Ground is not a judgment about a person.

People Intelligence may establish person identity, position identity, assignment history, organizational relationships, effective-dated state, defined capacity, availability and qualification records.

It does not silently infer human worth, individual potential, employee quality, motivation, intent, personality, future performance, productivity from availability alone, competence from job title alone, fairness of an employment decision, optimal hiring or termination decisions, or automatic personnel action.

11

DAILY DETERMINISTIC INTELLIGENCE

Search, navigate, compare and trace organizational Ground without requiring AI.

SOURCE AUTHORITY

Workforce systems remain authoritative.

HRIS, HCM, payroll, scheduling, learning and identity systems retain ownership of the records they establish.

TRACE ORGANIZATION

Follow organizational state to source.

Navigate from capacity or historical structure through positions and assignments to the source records beneath them.

AI OPTIONAL IN DAILY USE

CUSTOMER-CONTROLLED COMPUTE

Deterministic People Intelligence can operate across customer-controlled workforce Ground without requiring a generative model or mandatory radius19-hosted SaaS runtime.

PRODUCT BOUNDARY

Observation is not personnel authority.

The product does not establish automatic source-data correctness, autonomous hiring, firing, promotion or disciplinary decisions, unrestricted employee monitoring, sensitive-attribute inference, predictive personality scoring or operational writeback. It is not a generative copilot for ordinary daily use.

12

SOFTWARE LICENSE

Deploy People Intelligence in customer-controlled infrastructure.

People Intelligence is offered as software under a direct licensing and delivery relationship. Data scope, organizational Ground, reconstruction rules, access boundaries and deployment context determine the bounded product configuration.

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