The technology is basically ready. But technology in and of itself is not transformation. Transformation happens when governance changes.

Recent industry thinking on the future of Command and Staff Training (CST) — including a detailed whitepaper by UK-based Cervus on the evolution of CST from 2022 — confirms what many practitioners already know:

• Simulation fidelity must increase
• Execution must be trained as rigorously as planning
• Data must be captured systematically
• Evaluation must become objective

The technology is basically ready. But technology in and of itself is not transformation.

Transformation happens when governance changes.

From Planning Theatre to Measurable Performance

Many existing CST constructs across NATO were designed in an era where:

• Computer-generated forces were limited
• Execution phases were simplified
• After Action Reviews were facilitator-driven
• Data reuse was minimal

The result?

• Planning is evaluated.
• Execution is observed.
• Learning is discussed.
• But very little is measured holistically.

The emerging generation of simulation environments – combining constructive and virtual capabilities with advanced analytics – promises something fundamentally different:

• Rapid COA iteration
• Objective measurement of planning quality
• High-fidelity execution under cognitive load
• Integrated performance analytics
• Digital records that endure beyond the exercise

All of these are important steps forward in the right direction. But it is only half the story.

Governance Is the Real Training System

Although it is important, the real question is not whether we can measure more. The real question is:

Who owns the training outcome?

As I have stated in my previous posts, if simulation is optional, it is not a capability. If data is collected but not systematically exploited, it is not a learning system.

If evaluation depends on ad hoc facilitator judgement, it is not institutionalised performance measurement.

The problem is not that modern defence organisations lack access to simulation technology. The real weakness is not simulation fidelity. It is a fragmented authority over training outcomes.

The Norwegian Army’s Strategic Direction: One Measurement Environment

The Norwegian Army has recognised this challenge and acted decisively. The most important one being the procurement of the exercise, training and readiness management platform Exonaut from 4C Strategies.

Exonaut is currently being implemented as the Army’s central tool for:

• Planning of training and exercise activities
• Execution tracking of such activities
• Observation and evaluation
• Reporting on training and exercise activities
• Lessons identified and learned management

Exonaut is not merely an evaluation tool. It is becoming the governance backbone of the Norwegian Army’s training enterprise.

For the Norwegian Army, the long-term plan is ambitious but necessary:

To connect and integrate Exonaut with the majority of the simulation systems and training platforms in use in the Army, so that all training data – live, virtual, and constructive – can be accessed and analysed in one integrated environment.

This is more than the technical integration of different systems. It is a structural decision that creates:

• One common taxonomy
• One evaluation framework
• One digital backbone
• One authoritative source of training data

The possibilities inherent in this are vast. In practical terms, this enables:

• Planning performance can be linked to execution performance
• Tactical outcomes can be linked to decision quality
• Trends can be tracked across time
• Brigade-level performance can be benchmarked
• Training investments can be tied to operational effect
• Education, training and exercise governance improves – we can stop doing the things that do not work and do more of what improves operational readiness.

This is a structural reform, not just integration. This is institutional consolidation of authority over training data. Thus, it is not about dashboards. It is about institutional learning.

From Data Collection to Capability Ownership

The most powerful promise of next-generation CST and integrated AI-supported analytics environments is not merely better After-Action Reviews.

The promise is the ability to distinguish between:

• A well-run planning process
• A well-designed plan
• A well-executed plan
• Demonstrated learning

Few organisations today can clearly separate these dimensions. Fewer still can compare them across units and time. When Exonaut becomes the integrator of training data across simulation systems, the Army gains something strategically significant:

A persistent digital training record that enables:

• Objective trend analysis
• Evidence-based risk reporting
• Informed development of capabilities and operational structures
• Data-supported prioritisation of resources
• AI-assisted decision support in the future

But this only works if the system is governed consistently.

Simulation Without Governance Is Entertainment

Modern simulation tools, now available or coming soon, offer compelling features and promise significant improvements in operational outcomes. This includes high-fidelity constructive simulations with AI-enabled entity behaviour, including voice analytics. Cognitive load measurement. All impressive in their own right. But without:

• Mandatory use
• Clear ownership of evaluation standards
• Defined weighting of tactical functions
• Structured feedback loops
• Integration into annual training cycles

… the result will be fragmented innovation rather than institutional transformation.

The Norwegian approach – placing Exonaut at the centre and integrating simulator outputs into a single measurement environment – attempts to address this risk precisely.

It recognises that data must be captured and governed.

The Real Opportunity: Linking Training to Operational Effect

The long-term strategic effect of an integrated Exonaut-based architecture can be profound:

• Training ceases to be episodic.
• Evaluation ceases to be subjective.
• Lessons cease to be anecdotal.
• Data becomes reusable.
• Capability development becomes evidence-based.

In such a system, simulation does not supplement training. It becomes an operational instrument for the Army. And when that happens, training investment can be directly linked to operational readiness and combat power.

That is the real transformation.

Final Reflection

The industry is now capable of delivering unprecedented simulation fidelity and analytics power. Integration is becoming more normal and standardised.

The decisive question is no longer: Can we measure more?

Are we willing to govern differently?

The Norwegian Army’s decision to use Exonaut as the central backbone for planning, execution, evaluation and reporting – and to integrate simulator systems into that environment – is not a technical adjustment. It is a governance decision.

If we succeed, training data will no longer disappear at the end of an exercise. It will accumulate, compound, and inform future decisions. That is when training becomes capability.

A common measurement environment also creates interoperability benefits. If allied forces share data standards, taxonomies, and evaluation frameworks, collective training becomes more than coordination — it becomes comparable performance.

Governance is not an administrative layer on top of training.
It is the system that determines whether training produces combat power — or merely activity.

Industry Implication

Defence primes competing in training and simulation markets increasingly face customers who are no longer purchasing systems — they are restructuring capability governance.

This has three commercial implications:

1. Technology without alignment with ownership will underperform during evaluation phases.
2. Proposals that fail to address long-term governance integration will be perceived as tactical solutions.
3. Synthetic environments must be anchored in structural doctrine alignment, not feature lists.

For industry growth leaders, the competitive edge lies not in platform fidelity alone, but in demonstrating understanding of how training systems integrate into national capability ownership models.