AI Reflex OS

Military AI Reflex Area

2026-08-08

Table of Contents

Acquisition and Program Management

Preparing an Acquisition Business Case

Translating Approved Requirements Into Acquisition Documentation

Comparing Acquisition Approaches

Preparing an Acquisition Strategy

Planning Program Milestones

Reviewing Cost, Schedule, and Performance

Managing Changes to Program Requirements

Preparing Program Decision Points

Coordinating Program Stakeholders

Transitioning a Delivered Capability Into Use

Administration and Staff Work

Preparing Staff Correspondence

Managing Tasks and Action Items

Preparing for Staff Meetings

Recording Decisions and Follow-Up Actions

Coordinating Staffing and Clearance

Managing Administrative Deadlines

Preparing Routine Staff Reports

Organizing Administrative Records

Preparing a Staff Handover

Following Up on Unresolved Staff Actions

Analysis and Assessment

Framing an Analytical Question

Structuring Available Evidence

Comparing Alternatives

Identifying Assumptions

Assessing Performance Against Expectations

Testing a Preliminary Conclusion

Reconciling Conflicting Evidence

Developing Indicators for Ongoing Assessment

Communicating Analytical Findings

Audit and Internal Review

Defining the Scope of a Review

Reviewing Evidence Against Requirements

Testing Internal Controls

Investigating a Financial or Process Discrepancy

Comparing Actual Practice With Established Procedures

Preparing Questions for an Internal Review

Identifying Root Causes Behind Findings

Drafting Audit Findings

Prioritizing Corrective Recommendations

Following Up on Remediation

Capability Development

Identifying a Capability Gap

Defining the Required Capability Outcome

Exploring Different Ways to Address a Gap

Comparing Capability Options

Developing Capability Requirements

Identifying Capability Dependencies

Considering Materiel and Non-Materiel Implications

Preparing a Capability Decision

Reviewing a Capability Development Roadmap

Updating a Capability Based on Experience and Evidence

Civil-Military Cooperation

Mapping Relevant Civilian Stakeholders

Understanding the Civilian Environment

Preparing for Civil-Military Engagement

Coordinating Requests Between Military and Civilian Organizations

Assessing Civilian Implications of Military Activities

Tracking Civil-Military Issues

Assessing Civilian Capabilities and Constraints

Preparing Civil Information Summaries

Managing Commitments Made to Civilian Partners

Reviewing the Results of Civil-Military Engagement

Command and Leadership

Clarifying Leadership Priorities

Preparing for a Command Decision

Communicating Priorities and Expectations

Delegating Responsibilities

Coaching and Developing Subordinates

Handling Professional Disagreement

Leading Through Uncertainty

Maintaining Focus Across Competing Demands

Reviewing Organizational Performance

Preparing for a Leadership Handover

Command and Control

Establishing Command Relationships

Clarifying Authorities and Responsibilities

Designing Information Flows

Designing Decision Processes

Preparing Decision Points

Defining Information Exchange Requirements

Coordinating Across Headquarters and Command Posts

Integrating C2 Systems and Procedures

Maintaining Command and Control During Disruption

Reviewing Command-and-Control Effectiveness

Communications and Information Systems

Defining User Communication and Information Needs

Planning Information-System Support

Managing User Accounts and Access

Troubleshooting Connectivity Problems

Coordinating System Configurations

Preparing a System or Service Change

Managing a Service Outage

Tracking System Performance

Supporting System Interoperability

Documenting Systems and Support Procedures

Contracting and Commercial Support

Defining a Contracting Requirement

Preparing a Scope of Work

Conducting Market Research

Comparing Contracting Approaches

Developing Evaluation Criteria

Reviewing Supplier Proposals

Managing Contractor Performance

Handling Contract Changes

Monitoring Deliverables and Compliance

Closing Out a Contract

Counterintelligence

Identifying Areas of Counterintelligence Risk

Preparing Counterintelligence Awareness Material

Assessing a Potential Counterintelligence Concern

Supporting Insider-Risk Prevention

Coordinating a Request for Counterintelligence Support

Preparing Protective Guidance for Travel or External Engagement

Reviewing Unnecessary Exposure of Sensitive Information

Tracking Counterintelligence Follow-Up Actions

Reviewing Lessons From a Counterintelligence Incident

Crisis and Emergency Management

Recognizing an Emerging Crisis

Building an Initial Situation Picture

Clarifying Immediate Priorities and Responsibilities

Coordinating Response Actions

Managing Information During a Crisis

Developing Contingency Options

Tracking Decisions and Resource Needs

Preparing Crisis Updates

Transitioning From Response to Recovery

Reviewing the Response After the Crisis

Cyber Defence and Digital Operations

Assessing Cyber Readiness

Reviewing a Cybersecurity Alert

Prioritizing Defensive Vulnerabilities

Preparing Defensive Response Options

Coordinating a Cyber Incident Response

Restoring Services After an Incident

Reviewing System Hardening Requirements

Preparing Cybersecurity Awareness Material

Tracking Cyber Remediation Actions

Learning From a Cyber Incident

Data Management and Exploitation

Identifying Data Requirements

Finding Authoritative Data Sources

Assessing Data Quality

Cleaning and Standardizing Data

Structuring Data for Reuse

Combining Data From Different Sources

Managing Metadata and Data Lineage

Preparing Data for Analysis

Managing Data Access and Sharing

Reviewing Data Products for Future Reuse

Doctrine Development

Identifying a Doctrinal Gap

Researching Existing Doctrine

Comparing Allied and Partner Doctrine

Defining Doctrinal Concepts and Terms

Drafting New Doctrine

Reconciling Comments From Different Stakeholders

Testing Doctrine Against Experience

Updating Existing Doctrine

Preparing Doctrine for Approval

Communicating a Doctrinal Change

Education and Professional Development

Identifying a Professional Learning Need

Planning a Development Path

Choosing Courses and Learning Resources

Understanding a Difficult Professional Concept

Preparing for a Course or Assessment

Reflecting on Professional Experience

Building a Professional Reading Plan

Seeking Useful Developmental Feedback

Tracking Professional Development

Preparing for a New Role

Environmental and Sustainability Management

Understanding Environmental Requirements

Assessing the Environmental Impact of an Activity

Managing Waste and Hazardous Materials

Planning More Efficient Resource Use

Monitoring Environmental Performance

Preparing Environmental Compliance Documentation

Assessing Environmental and Climate Effects on Facilities

Coordinating Environmental Mitigation Measures

Responding to an Environmental Incident

Planning Environmental Restoration

Equal Opportunity and Workplace Conduct

Understanding Workplace Conduct Requirements

Preparing Workplace Awareness Activities

Responding to a Reported Workplace Concern

Supporting a Respectful Working Environment

Identifying Recurring Organizational Climate Issues

Preparing for a Difficult Workplace Conversation

Reviewing Patterns in Workplace Complaints

Developing Corrective Actions

Monitoring Organizational Climate

Following Up After a Workplace Intervention

Exercise Planning and Evaluation

Defining Exercise Objectives

Designing the Exercise Framework

Developing Exercise Events and Challenges

Coordinating Participants and Resources

Preparing Exercise Control Arrangements

Developing Evaluation Criteria

Managing Changes During Exercise Preparation

Observing Performance During an Exercise

Capturing Exercise Findings

Preparing the Exercise Evaluation Report

Experimentation and Innovation

Framing a Problem for Experimentation

Developing an Experiment Hypothesis

Designing an Experiment

Choosing Measures of Success

Selecting a Concept or Prototype to Test

Preparing Data Collection

Running an Experiment

Analyzing Experiment Results

Deciding What to Change and Test Again

Transitioning a Successful Idea Into Further Development

Facilities and Installation Management

Prioritizing Facility Maintenance

Planning the Use of Available Space

Managing Facility Work Orders

Planning Preventive Facility Maintenance

Preparing a Facility Improvement Project

Tracking Facility Condition

Managing Occupancy and Space Requirements

Preparing Facilities for Seasonal Conditions

Coordinating External Service Providers

Planning Facility Upgrades

Family, Morale, Welfare, and Community Support

Assessing Community Support Needs

Planning a Support Program

Communicating Available Services

Organizing Community Activities

Supporting Families During Periods of Separation or Relocation

Responding to Community Feedback

Identifying Barriers to Accessing Support

Coordinating Referrals to Other Services

Evaluating a Support Program

Preparing for Periods of Increased Support Demand

Financial and Resource Management

Building a Budget

Prioritizing Competing Resource Requirements

Tracking Expenditure

Forecasting Future Resource Needs

Reviewing Budget Variances

Preparing a Funding Request

Estimating the Cost of a Requirement or Activity

Preparing Financial Reports

Managing Year-End Resource Decisions

Reviewing Opportunities to Use Resources More Efficiently

Force Generation and Readiness

Assessing Current Readiness

Identifying Readiness Gaps

Coordinating Personnel, Equipment, and Training Availability

Preparing a Force-Generation Schedule

Balancing Competing Force Commitments

Tracking Certification and Readiness Requirements

Assessing the Impact of a Readiness Shortfall

Preparing a Readiness Brief

Planning Recovery and Reconstitution

Force Health Protection

Identifying Health Threats to the Force

Planning Preventive Health Measures

Monitoring Force Health Indicators

Preparing Health-Risk Communication

Coordinating Preventive Health Requirements

Assessing Occupational and Environmental Health Risks

Planning Hygiene and Sanitation Support

Preparing Personnel for Health Risks During Deployment

Reviewing a Force Health Incident

Updating Preventive Health Guidance

Force Protection and Physical Security

Assessing the Physical Security Posture

Reviewing Access-Control Arrangements

Identifying Physical Security Vulnerabilities

Preparing Protective Measures

Coordinating Routine Security Activities

Planning Security for Visitors or Events

Responding to a Physical Security Incident

Managing Security Credentials and Access

Tracking Security Corrective Actions

Reviewing the Overall Protection Posture

Geospatial Support

Defining a Geospatial Information Requirement

Finding Suitable Geospatial Data

Comparing Different Map Layers

Understanding the Geographic Context of an Activity

Preparing a Geospatial Product

Validating Geospatial Data

Combining Geospatial Information From Different Sources

Communicating Uncertainty in Geospatial Information

Maintaining Geospatial Data

Managing Geospatial Requests and Priorities

Health and Medical Support

Defining Medical Support Requirements

Coordinating Patient Administration

Planning Medical Service Capacity

Managing Medical Supplies

Coordinating Referrals and Appointments

Coordinating Medical Service Coverage

Coordinating Patient Movement and Continuity of Care

Preparing Medical Documentation

Communicating Medical Information Appropriately

Coordinating Medical Support With Civilian Providers

History, Archives, and Heritage

Researching a Military Historical Topic

Organizing Historical Records

Cataloging Archival Material

Preparing a Historical Summary

Preserving the Context and Provenance of Records

Supporting a Commemorative Activity

Comparing Historical and Contemporary Experience

Responding to a Historical Research Request

Preparing Historical Exhibits or Publications

Capturing an Oral History

Host Nation Support

Identifying Host Nation Support Requirements

Mapping Host Nation Stakeholders

Preparing a Host Nation Support Request

Coordinating Support Arrangements

Tracking Host Nation Commitments

Resolving Gaps or Overlaps in Support

Coordinating Reception and Support Activities

Managing Information Exchange With Host Nation Partners

Preparing a Host Nation Support Status Brief

Reviewing the Effectiveness of Host Nation Support

Intelligence Requirements and Collection Management

Clarifying an Intelligence Question

Turning Decision Needs Into Intelligence Requirements

Prioritizing Competing Intelligence Requirements

Checking Existing Information Before Requesting More

Matching Requirements to Available Authorized Sources

Tracking Outstanding Intelligence Requirements

Coordinating Requirement Ownership

Identifying Gaps in Information Coverage

Adjusting Requirements as the Situation Changes

Closing Requirements That Have Been Satisfied

Intelligence Analysis and Production

Organizing Available Intelligence Reporting

Assessing Confidence in Available Information

Comparing Alternative Explanations

Separating Facts, Assumptions, and Judgments

Reconciling Conflicting Reporting

Tracking Relevant Indicators

Drafting an Intelligence Assessment

Communicating Analytical Confidence and Uncertainty

Updating an Assessment as New Information Appears

Information and Knowledge Management

Organizing Shared Information

Designing a Shared Information Structure

Establishing Naming and Versioning Conventions

Capturing Decisions and Institutional Knowledge

Finding the Authoritative Version of a Document

Preparing an Information Handover

Reducing Duplicate Information

Curating Reference Material

Maintaining a Knowledge Base

Archiving or Disposing of Information

Information Security

Determining Information Handling Requirements

Applying Appropriate Information Markings

Preparing Information for Authorized Sharing

Reviewing Access to Sensitive Information

Responding to a Suspected Information Spill

Managing Information on Devices and Removable Media

Preparing an Information-Security Brief

Reviewing Material Before Release

Tracking Information-Security Incidents

Updating Information-Security Procedures

Inspection and Organizational Assurance

Planning an Inspection

Defining the Standards to Be Inspected

Collecting Inspection Evidence

Preparing Inspection Interviews

Assessing Compliance With Requirements

Identifying Systemic Organizational Issues

Drafting Inspection Findings

Preparing a Corrective-Action Plan

Tracking Closure of Inspection Findings

Interoperability and Standardization

Identifying an Interoperability Requirement

Comparing Applicable Standards

Mapping Differences Between Systems or Procedures

Preparing a Standardization Proposal

Resolving Terminology Differences

Testing Interoperability

Documenting Approved Deviations

Coordinating Standards With Partners

Updating Standard Operating Procedures

Reviewing Lessons From an Interoperability Problem

Reviewing Procedural Compliance

Tracking Changes in Applicable Law or Regulation

Supporting an Administrative or Investigative Process

Lessons Learned and Organizational Learning

Identifying a Useful Observation

Distinguishing an Observation From a Lesson

Gathering Evidence About What Happened

Identifying Root Causes

Comparing the Issue With Previous Experience

Drafting a Lesson

Identifying a Remedial Action

Tracking Implementation of a Lesson

Sharing a Lesson With Relevant Users

Checking Whether a Lesson Has Been Institutionalized

Maintenance and Technical Support

Diagnosing an Equipment Problem

Planning Scheduled Maintenance

Prioritizing Repairs

Preparing a Maintenance Work Order

Identifying Required Parts, Tools, and Documentation

Managing a Maintenance Backlog

Troubleshooting a Recurring Technical Fault

Coordinating Specialist Technical Support

Reviewing Equipment Maintenance History

Manpower and Workforce Planning

Assessing a Manpower Requirement

Mapping Required Roles and Skills

Forecasting Future Workforce Demand

Identifying Workforce Shortages

Comparing Staffing Models

Planning Workforce Changes

Managing Persistent Vacancies

Reviewing Organizational Structure and Staffing

Preparing a Workforce Decision

Materiel and Life-Cycle Management

Tracking the Status of a Materiel Fleet

Planning Long-Term Sustainment

Assessing Equipment Obsolescence

Managing Configuration Changes

Planning Equipment Upgrades

Reviewing Supportability

Forecasting Equipment Replacement

Managing Materiel Disposal

Reviewing Life-Cycle Costs

Coordinating a Transition Between Equipment Generations

Meteorological and Oceanographic Support

Defining a Weather or Oceanographic Information Need

Interpreting Forecast Products

Comparing Forecast Uncertainty

Preparing an Environmental Conditions Brief

Tracking Changing Environmental Conditions

Assessing Environmental Effects on Planned Activities

Identifying Gaps in Environmental Information

Coordinating Specialist Meteorological or Oceanographic Input

Maintaining Environmental Data

Reviewing Forecast Performance

Military Engineering

Defining an Engineering Requirement

Assessing Site and Infrastructure Conditions

Planning a Construction or Repair Project

Comparing Engineering Options

Estimating Engineering Resources

Reviewing an Engineering Design

Coordinating Technical Standards and Approvals

Tracking Engineering Project Progress

Managing Engineering Risks

Inspecting Completed Engineering Work

Military Policing and Law Enforcement

Reviewing a Reported Incident

Organizing Case Information

Preparing Case Documentation

Supporting Good Order and Discipline

Managing Traffic and Movement-Control Issues

Coordinating With Civilian Law-Enforcement Authorities

Preparing Law-Enforcement Reports

Tracking Case Actions

Planning Preventive Law-Enforcement Activities

Modeling and Simulation

Defining the Purpose of a Model

Selecting an Appropriate Modeling Approach

Preparing Model Input Data

Establishing Model Assumptions

Validating a Model

Running Sensitivity Analysis

Comparing Model Outputs

Documenting Model Limitations

Preparing Simulation Results for Users

Updating a Model Based on New Evidence

Movement and Transportation

Defining a Movement Requirement

Selecting a Transportation Mode

Scheduling Movements

Coordinating Movement Permissions and Arrangements

Prioritizing Passengers or Cargo

Preparing Movement Documentation

Tracking Movement Status

Handling a Transportation Delay or Disruption

Coordinating Reception and Transfer

Reviewing Transportation Performance

Multinational and Partner Cooperation

Mapping Partner Roles and Responsibilities

Preparing for Partner Engagement

Understanding a Partner Organization

Comparing Terminology and Procedures

Coordinating a Shared Activity

Managing Partner Requests and Commitments

Preparing a Multinational Meeting

Resolving Cross-Cultural or Procedural Misunderstandings

Tracking Multinational Agreements and Actions

Reviewing the Results of Cooperation

Operations and Mission Management

Maintaining a Current Operational Picture

Tracking Assigned Tasks and Decisions

Coordinating Staff Updates

Managing the Operational Battle Rhythm

Preparing Situation Reports

Identifying Emerging Operational Issues

Coordinating Changes to Ongoing Activities

Managing an Operational Handover

Tracking Dependencies and Commitments

Reviewing Mission Progress

Operational Energy and Utilities

Forecasting Energy Requirements

Tracking Fuel and Utility Consumption

Prioritizing Energy Requirements

Planning Contingency Energy Supply

Monitoring Generators and Utility Systems

Identifying Energy-Efficiency Opportunities

Coordinating Energy-System Maintenance

Managing Energy Data

Assessing Energy Infrastructure Dependencies

Reviewing Energy Resilience

Personnel Administration and Career Management

Managing Assignments and Postings

Preparing Promotion and Selection Processes

Tracking Personnel Qualifications

Managing Leave and Absence

Preparing Personnel Evaluations

Supporting Career Development Discussions

Managing Awards and Recognition

Maintaining Personnel Records

Planning Personnel Succession

Preparing a Transition Between Assignments

Planning and Decision Support

Framing a Planning Problem

Clarifying Objectives and Constraints

Developing Planning Assumptions

Identifying Decision Criteria

Generating Broad Courses of Action

Comparing Alternative Approaches

Identifying Risks and Dependencies

Preparing a Decision Brief

Tracking Unresolved Planning Issues

Reviewing a Plan for Coherence

Policy Development and Governance

Identifying a Policy Gap

Researching the Policy Context

Defining a Policy Objective

Comparing Policy Options

Drafting a Policy

Assessing Stakeholder Implications

Coordinating Policy Review

Resolving Review Comments

Preparing a Policy for Approval

Monitoring Policy Implementation

Protocol and Ceremonial Support

Planning an Official Visit

Determining Protocol and Precedence

Preparing a Visit Itinerary

Coordinating Invitations and Attendance

Planning Seating and Ceremonial Arrangements

Managing Honors and Ceremonial Details

Preparing Protocol Briefing Notes

Coordinating Flags, Gifts, and Symbols

Managing Last-Minute Changes to an Official Event

Reviewing the Execution of a Ceremonial Event

Recruiting, Retention, and Transition

Defining a Recruiting Requirement

Preparing Recruiting Outreach

Managing Candidate Communication

Identifying Barriers to Recruitment

Identifying Causes of Personnel Loss

Developing Retention Initiatives

Supporting Personnel Transition Out of Service

Coordinating Transition Resources

Reviewing Recruiting and Retention Outcomes

Religious Support

Assessing Religious Support Needs

Planning Religious and Pastoral Coverage

Preparing Religious Support for Military Activities

Advising Leaders on Religious and Cultural Considerations

Coordinating Requirements Across Different Faith Groups

Supporting Memorial and Ceremonial Events

Coordinating Referrals for Additional Support

Managing Religious Accommodation Requirements

Communicating Available Religious Support

Reviewing Changes in Religious Support Demand

Research, Science, and Technology

Defining a Research Question

Reviewing Existing Research

Identifying a Research Gap

Designing a Study

Selecting a Research Method

Organizing Research Data

Analyzing Research Results

Assessing the Quality of Evidence

Preparing a Research Report

Identifying Opportunities to Apply Research Findings

Resilience and Continuity

Identifying Critical Functions

Mapping Critical Dependencies

Preparing a Continuity Plan

Identifying Single Points of Failure

Planning Alternative Arrangements

Testing Continuity Procedures

Operating Critical Functions Under Degraded Conditions

Prioritizing Service Recovery

Updating Continuity Documentation

Reviewing Resilience After a Disruption

Safety and Risk Management

Identifying Hazards

Assessing Risk

Selecting Risk Controls

Preparing a Safety Brief

Reviewing an Incident or Near Miss

Identifying Root Causes of a Safety Problem

Tracking Corrective Actions

Assessing Safety Implications of a Change

Communicating Residual Risk

Security Force Assistance and Advising

Understanding a Partner's Support Needs

Preparing for an Advisory Engagement

Assessing Partner Institutional Capacity

Defining Advisory Objectives

Developing an Advisory Support Plan

Coordinating Multiple Advisors

Tracking Partner Progress

Adapting Advice to the Partner Context

Managing Expectations Between Advisors and Partners

Reviewing Advisory Outcomes

Strategic Communication, Public Affairs, and Information Environment

Understanding the Communication Environment

Identifying Relevant Audiences and Stakeholders

Preparing Public Messaging

Coordinating Communication Across an Organization

Responding to Media Questions

Preparing a Spokesperson

Responding to Inaccurate or Misleading Public Information

Preparing Communication Guidance for Leaders and Staff

Reviewing the Effects of Communication Activities

Strategic Foresight and Futures Analysis

Identifying Drivers of Future Change

Developing Alternative Future Scenarios

Testing Assumptions About the Future

Identifying Future Implications

Exploring Low-Probability High-Impact Developments

Comparing Alternative Futures

Preparing a Strategic Foresight Brief

Updating a Futures Assessment Over Time

Supply, Inventory, and Distribution

Forecasting Supply Demand

Setting Appropriate Stock Levels

Tracking Inventory

Prioritizing Supply Shortages

Planning Replenishment

Managing Warehouse Stocks

Coordinating Distribution

Investigating Inventory Discrepancies

Managing Shelf Life and Obsolescence

Reviewing Supply Performance

Test and Evaluation

Defining a Test Objective

Developing Evaluation Criteria

Designing a Test Plan

Preparing Test Conditions

Collecting Test Evidence

Assessing Performance

Investigating Unexpected Test Results

Comparing Results Against Requirements

Preparing a Test Report

Identifying the Need for Follow-On Testing

Training and Instruction

Identifying a Training Need

Defining Learning Objectives

Designing a Lesson or Course

Creating Training Materials

Developing Practical Learning Activities

Adapting Instruction to the Audience

Providing Feedback to Learners

Assessing Learning

Updating Training Based on Results

Preparing Instructors to Deliver Training

Wargaming and Decision Games

Defining the Decision Problem

Setting Wargame Objectives

Establishing Scenario Boundaries

Defining Player Roles

Developing Adjudication Rules

Preparing Wargame Materials

Facilitating a Wargame

Capturing Decisions and Observations

Analyzing Wargame Insights

Turning Wargame Findings Into Follow-Up Actions