Simulation & Training
An advanced simulation platform that injects fully synthetic, operationally realistic environments into your existing TAK infrastructure. On-demand. Fully programmable. Indistinguishable from live operations.
The Problem
Your Command Center Only Trains When the Field Deploys
Personnel who consume TAK data in a tactical operations center, fusion center, or operations floor only get realistic training when field elements are actually deployed on a real-world mission or large-scale exercise. The result is a team that is technically equipped but undertrained on the tools they are expected to use under pressure.
Tabletop exercises do not replicate the pace of a live picture. Static demo servers do not produce the volume, complexity, or unpredictability of real operations. The people who need to make decisions from TAK data are the same people who get the fewest realistic repetitions against it.
The Platform
A Programmable Simulation Engine for TAK
Bravo Forward built a simulation engine that generates fully synthetic tactical environments and injects them directly into a customer's existing TAK ecosystem. Simulated units appear on the common operating picture exactly as real field elements would. They move along actual roads, follow realistic patrol patterns, maintain formations, and communicate on the radio net. Operators in the command center see, hear, and interact with a picture that is indistinguishable from a live operation.
The entire simulation is defined in configuration. Unit types, behaviors, operating areas, movement speeds, force composition, threat placement, communications patterns. Every parameter is programmable. Every scenario is repeatable. New scenarios can be built, tested, and deployed without writing code.
The simulation connects to your existing TAK Server over a standard mTLS connection. No modifications to your infrastructure, no additional software on your endpoints, no changes to your operators' workflow. The synthetic picture simply appears alongside your real data, or on a dedicated training instance.
Capabilities
What the Engine Produces
Road-Constrained Movement
Simulated ground units move along real roads. Routes are generated from actual road network data, producing movement patterns that are geographically accurate and operationally realistic. No random GPS drift. No straight-line interpolation. Units behave the way real vehicles behave on real terrain.
Full Force Composition
Define any mix of unit types using MIL-STD-2525 symbology: ground vehicles, dismounted infantry, armored elements, fixed-wing and rotary-wing aircraft, observation posts, command elements. Every unit renders on TAK exactly as a real client would, with proper type codes, team colors, and role assignments.
Behavioral Models
Units do not just sit on the map. Patrol units loop through waypoints on real road networks. Formations maintain spacing relative to a leader element. Aircraft fly orbit patterns at configurable altitudes and speeds. Observation posts hold position and report. Each behavior produces the movement signature operators expect to see from the real thing.
Simulated Communications
The simulation generates contextual radio traffic on the TAK chat net. Units transmit status reports, acknowledge orders, and respond to each other using proper radio procedure. The communications engine can be driven by an LLM for dynamic, context-aware messaging, or fall back to procedurally generated templates. The result is a radio net that sounds like an active operation.
Native TAK Protocol
Every simulated unit transmits MIL-STD Cursor on Target (CoT) messages over a standard mTLS connection, the same protocol real ATAK and WinTAK clients use. There is no custom plugin, no API layer, no proprietary format. The simulation is protocol-native. TAK cannot tell the difference.
Scalable Architecture
The engine shards across multiple containers for large-scale exercises. Run a squad-level patrol or a multi-agency, hundred-unit metropolitan operation. Formation groups stay together across shards. Scale up for the exercise, scale down when it is over.
Scenarios
Pre-Built and Custom
The platform ships with a library of ready-to-run scenario configurations built for common operational contexts. Each scenario defines realistic force compositions, behaviors, operating areas, and communications patterns tailored to the mission type. Every scenario is also a starting template that can be modified to match a customer's specific operational environment.
Law Enforcement
Patrol units, tactical teams, observation posts, and command elements across an urban area. Vehicle patrols on real road networks, static surveillance positions, and coordinated radio traffic.
Military Operations
Mounted and dismounted elements, armored formations, rotary and fixed-wing aviation, hostile force tracks, and multi-echelon command posts. Formation movement with leader-follower behavior and realistic standoff distances.
Search and Rescue
Ground search teams, helicopter assets, incident command, and staging areas across complex terrain. Coordinated sector search patterns with communications traffic between field teams and the operations center.
Urban Firefighting
Engine companies, truck companies, battalion chiefs, EMS units, and incident command across a metropolitan area. Multi-alarm scenarios with realistic response patterns and resource management.
Wildland Fire
Hotshot crews, helicopter and air tanker assets, division supervisors, and incident management teams across a large fire perimeter. Extended operations with work-rest rotation and weather-driven scenario evolution.
Custom Scenarios
Any scenario that can be described can be built. Define the operating area, force composition, unit behaviors, threat placement, and communications patterns. The configuration is declarative. New scenarios deploy in minutes.
How It Works
Configuration to Common Operating Picture
Define the Scenario
Specify unit groups, behaviors, operating areas, and communications parameters in a YAML configuration. Choose from the scenario library or build from scratch. Every element of the simulation is a configuration parameter.
Connect to TAK
Point the simulation engine at the customer's TAK Server using a standard client certificate. The connection is identical to any other ATAK client joining the network. No server-side changes required.
Run the Exercise
Start the simulation. Units appear on the common operating picture, begin moving along their defined routes, and start communicating on the radio net. Operators in the command center work the problem using their real tools and real workflows.
Stop and Reset
When the exercise ends, stop the container. Simulated units go stale and disappear from the map automatically. No cleanup required. Restart the same scenario or load a new one for the next evolution.
Engagement Model
Training Program
The simulation platform is available as a structured 12-month training program built around planned training evolutions. Each program is designed around the customer's specific operational context, scenario requirements, and training objectives.
The platform is also available for standalone exercise support, readiness events, or ad hoc training requirements. Any organization running TAK is a potential customer. No AI integration required.
12-Month Training Program
Six planned training evolutions over twelve months. Scenarios designed around the customer's operational environment, unit types, and standard operating procedures. Progressive complexity builds team proficiency over time. Includes scenario development, execution support, and after-action review for each evolution.
Exercise and Readiness Support
Standalone exercise design and execution support for individual events. Full scenario development, simulation configuration, and technical support during the exercise. Available as a one-time engagement or as a supplement to the structured training program.
Related Training
Operator and AI Training
The simulation platform complements hands-on training programs for TAK operators and AI-integrated workflows.
AI Interface Training
Hands-on training for operators and analysts on how to interact with AI-integrated applications. How to ask effective questions. How to interpret synthesized outputs. How to integrate AI-generated intelligence into existing workflows and decision-making processes.
TAK Operator Training
From basic TAK operation to advanced server administration and federation management. Training runs on the simulation platform, giving operators realistic repetitions against a picture that mirrors operational conditions.
See the Simulation Live
Schedule a demo to see the simulation platform running against a TAK Server in real time. Watch synthetic units appear on the common operating picture, move along real roads, and communicate on the radio net.
Schedule a Demo →