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Luis Montalvo

HUMAN OPERATIONAL INTELLIGENCE

Observe. Measure. Restore operational capacity.

HOI® turns fragmented human and operational signals into actionable intelligence that anticipates decline, measures recovery, and guides precise intervention.

HOI® SYSTEM
01
IEO®
OPERATIONAL STATUS
02
IHOR®
RECOVERY CAPACITY
03
RESET®
OPERATIONAL STABILIZATION
Observe the current state. Measure recovery. Intervene with precision.

HOI® ARCHITECTURE

Three components. One integrated view of capacity.

IEO®, IHOR®, and RESET® form a continuous cycle. The first identifies operational decline, the second measures actual recovery capacity, and the third addresses the patterns preventing that capacity from being restored.

01

IEO®

OPERATIONAL ENTROPY INDEX

Measures where operational capacity begins to decline.

IEO® identifies changes in the stability of the human system before they become errors, incidents, absenteeism, or visible productivity loss.

FRICTION · VARIABILITY · NOISE · ENERGY · PRESSURE CONCENTRATION

02

IHOR®

OPERATIONAL HYSTERESIS INDEX

Measures how much capacity the system can recover after a period of pressure.

IHOR® assesses a team’s actual ability to regain clarity, momentum, and stability after periods of overload, change, or sustained pressure.

TIME · MOMENTUM · STABILITY · RECURRENCE · RECOVERY

03

RESET®

OPERATIONAL STABILIZATION SYSTEM

Addresses the patterns preventing operational capacity from being restored.

RESET® turns measurement into a structured 21-day intervention designed to restore clarity, energy, and stability while reducing the recurrence of identified patterns.

CLARITY · ENERGY · STABILITY · RECURRENCE · PRODUCTIVE CAPACITY

MEASUREMENT CYCLE

It is not a snapshot. It is a view of how capacity evolves.

HOI® establishes an initial baseline, tracks how capacity changes, addresses the patterns identified, and measures again to determine what has been recovered.

01

Baseline

We establish an initial benchmark to understand the operational state before intervention.

02

Observation

We track how signals evolve and identify where operational decline begins to concentrate.

03

Intervention

RESET® addresses the human and operational patterns that hinder recovery.

04

Reassessment

We compare the results to determine what capacity has been restored and what requires continued monitoring.

CTO® · EARLY DETECTION

Change leaves signals before it produces a loss.

The Operational Transition Sentinel monitors how the human system responds when the organization undergoes change. It reveals whether the transition is being successfully absorbed or is beginning to reduce operational capacity.

12

OPERATIONAL AND HUMAN TRANSITIONS MONITORED

Each transition is interpreted within its operational context to distinguish normal adaptation from a decline that requires attention.

HUMEX PLATFORM

Measurement becomes a management tool.

HUMEX organizes information from the HOI® System and shows how operational capacity evolves. The objective is not to accumulate data, but to enable clear, well-informed decisions.

01

Operational Monitoring

Tracks changes in operational status, recovery, and the signals detected throughout the process.

02

Priority Map

Ranks the teams, processes, or critical moments requiring attention based on the level of decline and recoverable capacity.

03

Executive Overview

Translates results into clear indicators, impact estimates, and follow-up recommendations.

HOI® ASSESSMENT

First, we measure. Then, we decide how to restore capacity.

The assessment establishes a baseline, identifies where capacity loss begins, and determines the intervention the organization needs.

Luis Montalvo
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