Constructive simulation only creates readiness when it trains cognition: decision-making under uncertainty, tempo, friction, and consequence.

For much of the past two decades, division- and brigade-level headquarters training received less attention than lower-echelon readiness. Expeditionary operations and force reductions shifted focus toward battalion-level proficiency.

That era is over.

The Norwegian Army is expanding to a division-level formation with three brigades—two standing brigades at varying levels of readiness and one mobilisation brigade. High-intensity, multi-domain operations require headquarters that can synchronise manoeuvre, fires, sustainment, force protection, and information effects across time and space.

Training these formations cannot be improvised; it requires deliberate design based on training objectives and operational requirements. Live training remains essential. But environmental constraints, cost, equipment wear, and limited repetitions make large-scale live exercises insufficient as the primary development tool for brigade and division staffs.

In this context, constructive simulation plays a vital role.

But constructive simulation adds value only when it trains command and staff in the thinking, planning, and execution of operations.

Constructive Simulation Is a Cognitive Tool

At both the brigade and division levels, the primary training objective is not solely tactical movement. It is decision-making under uncertainty in a dynamic, evolving situation.

Constructive simulation enables the following:

• Realistic modelling of large-scale forces for both the blue force and OPFOR
• Development of long-duration scenarios
• Multi-echelon synchronization
• Controlled injection of complexity on the battlefield
• Multi-domain and joint operations

However, realism in modelling and simulation does not automatically translate into realism in cognition. My experience is that many computer-assisted command post exercises fail to reach their intended objectives, not because of technical limitations in the simulation software, but because the exercises fail to replicate the following:

• Information overload
• Competing priorities
• Friction in sustainment
• Degraded communications
• Simultaneous crises in several places in the area of operations

A headquarters does not fail in war because the map is inaccurate. It fails because it cannot process complexity at speed.

As a result, constructive simulation must be designed accordingly.

Common Mistakes in Constructive Simulation

Several recurring patterns reduce the training value of command and staff trainers, and this is not only valid for the Norwegian Army, but also goes across many armies:

• Over-scripted scenarios

  When outcomes are predictable, staff processes are not truly tested. Decision-making becomes rehearsal, not adaptation.

• Overemphasis on technical fidelity

  Extensive effort is devoted to modelling every vehicle and weapon system, while insufficient attention is paid to command friction and operational tempo.

• Under-training sustainment and rear-area operations

  In high-intensity conflict, logistics and force protection are decisive. If the simulation focuses primarily on manoeuvres and fires, the training remains incomplete.

• Artificially stable information flow

  In reality, information arrives late, incomplete, or even contradictory. Constructive simulation must reflect that.

• Too much focus on tactical outcomes at the lowest level

  Simulation operators and LOCON often focus excessively on local skirmish realism, rather than enabling training value for the primary headquarters audience.

• Operator-demanding simulation systems

  When systems become operator-intensive, training output decreases. Staff focus shifts from operational problem-solving to technical tool management. That is a design failure.

The overall problem is that when constructive simulation exercises remove friction, they also remove learning.

What Effective Division-level Training Looks Like

When constructive simulation is used properly, it becomes a force multiplier for headquarters competence.

Key characteristics include:

• Progressive Complexity

  Scenarios should evolve in phases, increasing tempo and unpredictability over time. Early success should not guarantee later stability.

• Adaptive Opposing Force

  A thinking OPFOR – even in a constructive environment – forces genuine operational problem-solving.

• A Realistic and Challenging Higher Command

  Higher Command (HICON) must be properly staffed to replicate the battle-wheel and planning cycle that the primary training audience must adhere to and operate within.

• Multi-Domain Integration

  Cyber effects, information operations, airspace coordination, and sustainment challenges must be integrated, not added as side notes.

• Decision Consequence

  Decisions must have cascading effects. Poor prioritisation should create a measurable operational impact later in the scenario.

The purpose is not to “win the scenario”. The purpose is to stress-test the headquarters.

The Real Value of Constructive Simulation

When a computer-assisted exercise is properly designed, constructive simulation at the brigade and division-level delivers:

• Improved synchronisation across the warfighting functions
• Faster and more confident decision cycles
• Greater resilience under information uncertainty
• Better integration with allied formations

Most importantly, it allows headquarters to train repeatedly at scale – something that live exercises rarely allow due to cost and logistics.

Constructive simulation does not replace live training, but it builds staff proficiency, making live exercises more effective.

A Strategic Imperative

As European armies rebuild divisional structures and prepare for high-intensity collective defence, headquarters competence becomes a critical capability.

Training large formations to think and fight requires deliberate design, realistic friction, and disciplined scenario control.

Constructive simulation is not a software project. It is an instrument for operational cognition. Used correctly, constructive simulation becomes a decisive enabler of operational readiness — not because of what it models, but because of how it shapes command behaviour under pressure.

Programme & Market Implication

Constructive training capability at Brigade and Division level is not an “exercise support function.” It is a structural readiness instrument.

For the industry, this means:

• Positioning must emphasise integration across Live, Virtual, and Constructive domains
• Architecture clarity differentiates serious suppliers from tool providers
• Growth depends on demonstrating structural scalability
• VP Business Development leaders who understand this dynamic can reframe competitive positioning around capability coherence — not system features