PARAIBELCOM

THE PROBLEM

MDMP Was Built for a Different Era

4-12h

Time for a single COA using traditional Military Decision Making Process. Commanders need a minimum of three.

CLOUD

Current AI solutions require cloud connectivity and external APIs. Unusable in Denied, Disrupted, Intermittent, and Limited bandwidth environments.

BLIND

Existing tools generate plans without adversarial testing. ConclAive generates the enemy's independent attack plans, detects where both sides collide, and hardens your COA before a single soldier moves.

CONCLAIVE SOLVES BOTH

Three adversarially-tested, doctrine-compliant Courses of Action — stress-tested against independent enemy attack plans. Minutes, not hours. One laptop. Zero connectivity required.

SYSTEM CAPABILITIES

What ConclAive Does

14-Cycle Adversarial Pipeline

From scenario input to battle-tested COA in minutes. Each cycle builds on previous outputs through sequential adversarial refinement.

OPFOR Cognitive Engine

Models the adversary as a probability distribution across doctrinal, adaptive, and opportunistic behaviors, not a single predictable reaction.

OPFOR Attack Inversion

The system switches perspective and generates 3 independent enemy offensive plans — how the adversary would attack YOU from their positions, blind to your intentions. These are not reactions to your plan. They are the enemy's best ideas.

Collision Detection & Hardening

Automatically identifies where your plan and the enemy's plan collide in space and time. Critical collisions receive minimal hardening patches — specific fixes that protect the COA without rewriting it.

Blue-Red-Blue-Red Adversarial Loop

COAs are attacked by a reactive Red Team, then adapted. Separately, independent enemy attack plans are generated blind. Collisions between both sides are detected and patched. Plans that reach the commander have survived two layers of adversarial testing.

COA Synthesis

Builds an optimal hybrid plan by combining the strongest phases from all generated COAs. Only proposed when it genuinely outperforms individual options.

Explainable Judge

Weighted criteria scoring with evidence citations, stability analysis, fragility assessment, and commander recommendation. Every verdict is auditable.

Doctrine Compliance

Every COA scored against FM 3-90, ATP 5-0.1, JP 3-0 through doctrine RAG retrieval. Non-compliant elements flagged with specific references.

Commander Style Profiles

Same scenario, different philosophy. Aggressive, cautious, deception-first, doctrine-pure. The system adapts its planning to the commander's intent.

Decision Point Forecasting

Pre-identifies critical moments where the commander must decide, with pre-calculated options and consequences for each branch.

Interactive Tactical Map

SVG-based map with drag-and-drop units, terrain drawing tools, movement arrows, risk heat maps, and fog of war visualization.

Continuous Self-Improvement

The system generates training scenarios autonomously and learns from its own best outputs. Each generation of models outperforms the last.

ARCHITECTURE

How It Works

A 14-cycle adversarial pipeline transforms a tactical scenario into battle-tested, ranked Courses of Action.

INPUT

Scenario

Terrain, forces, mission, constraints

C1 — C3

Analysis

Ground truth extraction, OPFOR cognitive modeling, strategic planning

C4 — C9

COA Generation & OPFOR Inversion

5 models, TMR selection — three independent BLUFOR Courses of Action plus three independent OPFOR attack plans, each with doctrine compliance scoring

C10

Tactical Map

Automated map overlay generation with movement arrows and phase lines

C11 — C13

Adversarial Loop

Red team attack, OPFOR counter-COA generation, Blue force adaptation, OPFOR threat assessment

C14

Judgment & Collision Analysis

Explainable verdict, collision detection between BLUFOR and OPFOR plans, hardening patches, stability analysis, COA synthesis

OUTPUT

Battle-Tested COAs

Ranked plans + hybrid synthesis, ready for commander decision

14 Up to 14 Sequential Cycles

TMR Multi-Model Architecture

3-10 min Total Runtime

0 Cloud Dependency

WHY CONCLAIVE

Key Differentiators

SOVEREIGN OFFLINE

Single laptop. No cloud, no API keys, no external dependencies. Native to Denied, Disrupted, Intermittent, and Limited bandwidth environments.

DUAL ADVERSARIAL TESTED

Every plan survives two independent adversaries: a reactive Red Team that attacks your COA, and an independent OPFOR planner that designs attacks without knowing your plan. Collisions are detected and patched before execution.

GLASS-BOX AUDITABLE

Every conclusion traceable to specific evidence. Weighted criteria with citations. No black-box recommendations.

HUMAN-IN-THE-LOOP

AI recommends, humans decide. Full commander authority at every decision point. Pause, edit, resume at any pipeline stage.

FINE-TUNED MODELS

Custom tactical models trained on military doctrine and validated against expert-generated COAs. Not generic LLMs with prompts.

5 MINUTES vs 4 HOURS

14-cycle adversarial pipeline with collision detection delivers what traditional MDMP takes a full staff section half a day to produce — plus threat analysis no manual process includes.

SYSTEM INTERFACE

ConclAive in Action

Interactive Tactical Map — ConclAive NTC

SVG tactical map with terrain, unit positions, movement arrows, and phase lines.

COA Analysis & Adaptation — ConclAive NTC

Adapted COA with counter-plan toggle, doctrine scores, and red team FLAWs.

Explainable Judge Verdict — ConclAive NTC

Radar chart, weighted criteria, stability analysis, and commander recommendation.

OPFOR Intelligence Assessment — ConclAive NTC

Adversary behavioral distribution with doctrinal, adaptive, and opportunistic probabilities.

Screenshots from live NTC scenario — 3rd Cavalry Regiment vs 11th ACR, Fort Irwin.

TECHNICAL

System Specifications

Hardware	Apple M4 Max, 128 GB Unified Memory
Ruggedized Platforms	Compatible with MIL-SPEC ruggedized laptops (certification in progress)
Models	Fine-tuned tactical models (8B–72B) for offline sovereign deployment. Frontier API models (Claude, GPT-4.1, Gemini, Mistral) for cloud-augmented mode.
Pipeline	Up to 14 adversarial cycles with OPFOR inversion (full analysis) · 6-cycle rapid mode (~3 min)
Generation Time	3–10 minutes depending on mode and hardware
Doctrine	RAG with FM 3-90, ATP 5-0.1, JP 3-0, JP 5-0
Interface	Interactive SVG tactical map with real-time updates
Connectivity	Zero required — fully air-gapped capable
Data Sovereignty	All processing local — no data exfiltration possible