STRATEGIC CONCEPT • OPERATIONAL FRAMEWORK • TRAINING TRANSFORMATION

21st Century Allied Defence Training Concept

Preparing Allied people, forces and organisations to deter, defend, adapt and prevail in an era of persistent geopolitical competition and multi-domain warfare.

PROPOSED FOR CONSULTATION CONCEPTUAL / UNCLASSIFIED HORIZON 2026–2035
Executive proposition

Training is the central instrument of Allied military capability.

Training is how Allied capability is generated, developed, validated and sustained.

Technology, doctrine, simulation, artificial intelligence, military education, experimentation and digital infrastructure are not the purpose of this change. They are enabling components of a training enterprise whose primary responsibility is to produce operationally capable, adaptable and interoperable personnel and forces.

NOT

How do we modernise our training systems?

BUT

How must we train our people and forces to meet the demands of 21st Century warfare, and what training enterprise must we build to achieve that?

Six interdependent components
01

Operational rationale

Why Allied training must change.

02

Training philosophy

What training must achieve and the principles governing it.

03

Capability architecture

What individuals, teams, formations and organisations must be capable of doing.

04

Pedagogical model

How those capabilities are developed, practised and assessed.

05

Technology architecture

How technology enables and accelerates training.

06

Implementation strategy

How the concept becomes an operationally effective Allied training enterprise.

The central design principle
TRAINING FIRST
Operational Requirement
→
Training
→
Demonstrated Competence
→
Collective Capability
→
Operational Readiness

Every investment, technology, doctrine initiative and training intervention must contribute to developing, measuring or sustaining operational capability.

02Operational rationale

The character of warfare has changed.

The return of large-scale conventional warfare in Europe has reinforced the importance of credible capability, collective defence, deterrence and sustained readiness. Conflict now extends well beyond conventional confrontation.

Conventional and high-intensity warfare Hybrid and grey-zone operations Cyber and digital warfare Information and disinformation Cognitive warfare Autonomous and AI-enabled warfare Space and electronic warfare Maritime and undersea infrastructure threats Economic, industrial and supply-chain coercion Strategic competition and escalation
These threats are interconnected. A cyberattack may accompany mobilisation. Disinformation may undermine public confidence. Sabotage may disrupt logistics. Training must prepare forces to recognise and respond to combinations of threats, not isolated disciplines.
The training challenge

Warfare is evolving faster than training systems can respond.

Conventional military competence remains necessary. It must now be developed alongside the additional capabilities contemporary warfare demands.

A

The individual must become more adaptable

Knowledge, skills, judgement and resilience to perform while circumstances change.

B

Commanders must develop decision advantage

Interpret incomplete and manipulated information and decide in time.

C

Formations must operate across domains

Land, maritime, air, space, cyber, intelligence, logistics and information, integrated.

D

Allied forces must be interoperable by design

Common doctrine, procedures, command relationships, terminology and standards.

E

Training systems must adapt continuously

Operational experience and technological change feed straight back into training.

Training must be regarded as a fundamental component of force development and readiness, not an administrative or supporting activity.

03The 21st Century Allied training philosophy

Train to develop the capability required to operate and prevail in the real operational environment, not simply to complete a course, deliver a syllabus or demonstrate compliance with a training process.

01

Training-led capability development

All training activity is traceable to an identified operational, organisational or professional requirement.

02

Operational relevance

Training reflects the threats, conditions, constraints and technologies personnel will face, and exposes capability gaps.

03

Competence before completion

Success is demonstrated performance against defined standards, not attendance or course completion.

04

Individual and collective integration

Individual training contributes directly to collective operational effectiveness.

05

Adaptability and cognitive superiority

Critical thinking, judgement, situational awareness and decisions under uncertainty.

06

Allied interoperability

Common understanding of Allied doctrine and standards, while respecting national sovereignty.

07

Adversarial realism

Realistic opposition, deception, disruption and change, with mistakes used as learning in controlled environments.

08

Continuous learning

Informed by operations, exercises, intelligence, technology and identified performance deficiencies.

09

Technology-enabled, human-centred

Technology serves the training requirement, rather than dictating it.

10

Evidence and assurance

Every significant intervention has objectives, standards, assessment methods and evidence of effectiveness.

The training continuum

Training does not end with a qualification.

Competence must be maintained, developed and reassessed as operational requirements evolve, connected through common competency frameworks, records and performance evidence.

1Foundational military training
2Initial occupational and specialist
3Professional development and education
4Advanced individual training
5Team and collective training
6Joint and multinational training
7Operational preparation and validation
8Continuing development and reassessment
04Allied Defence training capability architecture

Five levels. Eight capability areas.

The architecture defines what the Allied training enterprise must develop, from the individual to the whole of society.

1Individual capability
2Team and unit capability
3Formation and headquarters capability
4Joint and multinational capability
5Strategic and whole-of-society capability
A

Conventional warfighting competence

Tactics, weapons, manoeuvre, command and control, force protection, engineering, logistics and resilience.

B

Cognitive and decision-making

Critical thinking, situational awareness, recognising deception, ethical and command judgement.

C

Multi-domain operations

Joint operations, multi-domain planning, intelligence integration, electronic warfare awareness.

D

Cyber, information and cognitive threats

Cyber awareness, information verification, counter-disinformation, decision resilience.

E

AI, autonomy and technology

AI and data literacy, human-machine teaming, autonomous systems, AI governance.

F

Leadership and strategic capability

Tactical to strategic leadership, crisis management, coalition leadership, ethical and legal decisions.

G

Collective and multinational

Common doctrine, Allied procedures, combined planning, shared situational awareness.

H

National and Allied resilience

Mobilisation, industrial resilience, infrastructure protection, civil-military coordination.

Capability progression
Awareness→Knowledge→Understanding→Practical application→Demonstrated competence→Advanced proficiency→Collective operational effectiveness
05The pedagogical model

Multi-literacy training, built into real tasks.

Literacies are embedded in occupational training, leadership development, collective exercises and operational scenarios, never taught as disconnected academic subjects.

Military and operational Digital and technological AI Data and analytical Information and media Cognitive and critical thinking Social and collaborative Cultural and multinational
The instructional design model

Seven stages. One continuous loop.

STAGE 1

Operational analysis

Requirement, mission context, capability gap, expected performance.

STAGE 2

Training needs analysis

Not every capability gap is a training problem.

STAGE 3

Learning and performance design

Objectives, performance statements, conditions, standards.

STAGE 4

Instructional development

Content, activities, scenarios, simulations, exercises.

STAGE 5

Training delivery

Classroom, practical, digital, simulation, field and workplace.

STAGE 6

Assessment and validation

Required performance, under the specified conditions.

STAGE 7

Evaluation and improvement

Lessons fed straight back into analysis and design.

↺ EVIDENCE FROM ASSESSMENT AND OPERATIONS FEEDS BACK INTO ANALYSIS AND DESIGN
A defining feature of future training is an active, thinking, adaptive adversary. AI-enabled simulation may support adaptive scenarios and opposing-force behaviour, while scenario authenticity, doctrinal accuracy and assessment validity remain under expert oversight.
06Technology architecture

Technology serves the training requirement.

The architecture supports development, delivery, management, assessment and assurance across individual and collective training, without disconnected solutions that cannot share information.

LAYER 1

Doctrine and knowledge infrastructure

Authorised doctrine and standards with version control, traceability, search, controlled access and source attribution.

LAYER 2

AI-enabled training intelligence

Needs and gap analysis, instructional design, content development, scenario generation, assessment support, validated against authorised sources.

LAYER 3

Learning management and delivery

Course administration, digital learning, competency records, learning pathways and reporting.

LAYER 4

Simulation and synthetic environments

Virtual and constructive simulation, Live-Virtual-Constructive integration, wargaming, scenario-based training.

LAYER 5

Exercise and collective training management

Exercise planning, scenario management, opposing force, exercise control, evaluation and lessons.

LAYER 6

Data and performance analytics

Competency tracking, training currency, readiness evidence, effectiveness and trend analysis.

LAYER 7

Security, interoperability and assurance

Access management, information security, cyber resilience, AI governance, auditability and human oversight.

AI IS NOT A DOCTRINAL AUTHORITYAuthoritative doctrine, approved policy and established standards remain the source of training requirements.
HUMANS APPROVEAI-generated outputs are validated against authorised sources and approved by qualified personnel.
ACROSS THE LIFECYCLEAI is integrated from analysis to assurance, not bolted on as an isolated chatbot.
07Enterprise and governance

A federated Allied training enterprise.

Nations keep responsibility for their own training systems while contributing to shared standards, common objectives, multinational exercises and interoperable technology. The concept aligns with, rather than replaces, NATO Bi-SC training requirements, UK JSP 822, US Army TRADOC and Australian Defence arrangements. It creates no new supranational authority and supersedes no national doctrine.

08Implementation strategy

Driven by capability gaps, not technology procurement.

MONTHS 0–6

Establish the requirement

  • Governance group
  • Baseline assessment
  • Capability gaps mapped
  • Pilot audiences chosen
MONTHS 6–12

Design the enterprise

  • Pedagogical model
  • Competency frameworks
  • Technology requirements
  • AI governance
MONTHS 12–24

Demonstrate and validate

  • Pilot programmes
  • Collective exercises
  • AI-supported development
  • Adversarial scenarios
MONTHS 24–36

Integrate and scale

  • Extend validated programmes
  • More nations joined
  • Shared resources
  • Instructor development
MONTH 36 ONWARDS

Sustain and adapt

  • Monitor requirements
  • Feed in lessons
  • Reassess competence
  • Periodic assurance
09Performance measurement and assurance

Courses delivered are not readiness.

The enterprise distinguishes between training activity, training output, demonstrated competence and operational capability, and measures five levels.

LEVEL 1Individual performance
LEVEL 2Team and unit performance
LEVEL 3Formation and HQ performance
LEVEL 4Multinational and Allied performance
LEVEL 5Training enterprise performance

Targets are set from a baseline assessment and are not invented before the evidence is available.

10The training workforce

The instructor remains central.

Technology cannot compensate for poor instructional design, weak assessment or thin subject-matter expertise. Instructors move from delivering prescribed content to facilitating, challenging, coaching and assessing performance. AI enhances instructional effectiveness; it does not remove the human expertise that builds military competence.

11Risks and considerations

Managed through phasing, oversight and doctrinal governance.

Training dilution

Digital learning at the expense of practical and collective competence.

Technology dependency

Excessive reliance on AI, simulation or automated systems.

Fragmentation

Disconnected national systems and incompatible technology.

Doctrinal inconsistency

Material generated without authoritative source control.

Workforce limitations

Too few qualified instructors, designers and specialists.

Data and security

Inappropriate sharing of classified or personal information.

Assessment weakness

Measuring completion rather than demonstrated performance.

Implementation overload

Changing every training domain at once without capacity.

Innovation constraints

Governance that blocks sensible experimentation.

12The strategic outcome

Not a more sophisticated training system. A more capable Allied force.

A force whose personnel can think, decide, act and adapt under pressure.

A force whose formations can operate together across multiple domains.

A force whose commanders can maintain decision advantage in contested environments.

A force whose training system can evolve as rapidly as the threats it must confront.

13Concluding strategic proposition
We cannot prepare tomorrow's armed forces using yesterday's training philosophy.

We must train for the warfare we face, develop the capabilities we need and prepare our people to prevail in the warfare we have yet to encounter.

Trainingthe foundation of Allied capability
Educationthe development of understanding
Technologythe enabler
Exercisesthe proving ground
Assessmentthe evidence
Readinessthe outcome
DECISION SUPERIORITY. OPERATIONAL ADVANTAGE. COLLECTIVE READINESS.
14What comes next

One parent concept. Six supporting documents.

01

Allied Training Doctrine and Philosophy

How the enterprise thinks about and approaches training.

02

Allied Training Capability Framework

Required capabilities, competencies and performance standards.

03

Allied Pedagogical and Instructional Design Standard

How training is designed and developed.

04

Allied Training Technology Reference Architecture

AI, learning management, simulation, data and synthetic environments.

05

Allied Collective Training Framework

How multinational and multi-domain capability is developed and validated.

06

Allied Training Transformation Roadmap

Governance, investment, implementation and measurement.

A doctrinal crosswalk against NATO Bi-SC, UK JSP 822, US TRADOC and Australian SADL will establish where the concept complements existing frameworks, where it introduces new thinking and where national differences must be preserved.

ONE NON-NEGOTIABLE PRINCIPLE

This is a Defence training transformation concept, not a Defence technology transformation concept.

The technology exists to make training better. The training exists to make people and forces better. And the people and forces exist to defend the Alliance.

NOVA is that technology.

The World's First Agentic AI Allied Defence Training Platform. Built purely on Allied doctrine. Owned in the UK. Controlled by trained people at every decision point.

LAYER 1 · DOCTRINE AND KNOWLEDGE

GATD: Global Allied Training Doctrine

The world's first Allied Training Doctrine AI: 3,227 source documents and 181,000 searchable passages across nine doctrine indexes.

LAYER 2 · AI-ENABLED TRAINING INTELLIGENCE

Agentic analysis and design

From a few words, NOVA builds analysis, objectives and content to UK JSP 822, US TRADOC 350-70, NATO Bi-SC 75-7 or ASD/AIA S6000T.

LAYER 3 · LEARNING AND DELIVERY

Classroom packs and SCORM e-learning

Training ready to deliver, with a connection to learning platforms through LTI 1.3.

LAYERS 4 AND 5 · SIMULATION AND EXERCISES

Scenario and Simulation Builders

Exercise scenarios and simulations built from the training objectives, designed to feed NOVA and VBS4.

LAYER 7 · HUMAN OVERSIGHT

People approve, AI assists

Human approval gates at every key decision. Written answers are marked by a human tutor, never by the AI.

TRAINING FIRST

90% less time to doctrine-compliant training

Weeks of manual analysis, drafting and cross-checking reduced to a fraction, with substantial cost savings.

NOVA™ · novallm@outlook.com