
Empowering the biggest games
Harness the power of the
modl AI Engine
Let’s dive into the heart of the
modl AI Engine

Player Bots
You can design your own player bots that act and feel human based on your collected data.
Self Updating Bots
Your bots keep growing and learning as they process more data. They operate and update on their own to provide the most spectacular results yet!
Automated QA
Put to the test every aspect of your imagination! Our bots can be configured to test your game levels automatically.
Telemetry Data
With modl AI engine, you capture and map every player's behavior in-game to deliver invaluable data!
Let’s dive into the heart of the
modl AI Engine

Interested in the world of AI and machine learning
It is our clients that drive us to brave new worlds.
They have exciting things to tell!
Got questions?
We have answers.
What AI methods is modl.ai using?
Our team has a broad background in AI and machine learning. We know it is essential that the development tools we provide are stable and cost-efficient. So we apply the AI methods that make sense for the use case. A finite state machine gets the job done in some situations. For other tasks, reinforcement learning is the right approach.
How much data is needed for training?
How much data is needed depends on the complexity of the game and the service. Some of our services, such as the Glitch Finder testing bot, work without training on data. Others rely on machine learning and therefore require data.
Our puzzle level generation and evaluation tool, Match Maker, can be kickstarted with 15-25 levels per game mode to train both the bot and generator.
For bots that replicate player behavior, you can start with data from your regular playtests. Depending on the game, a handful of play sessions can be enough to train the bots. As the game evolves, you can update the bot with additional data.
Which game engines does modl.ai’s solutions work on?
We have plugins for the Unreal and Unity engines. However, integration with any custom engine is possible.
What will a test report from bot include?
In addition to reporting on detected issues or events, a test report can also include information about the game state, the bot's position, and the bot's actions. As you configure the bot, you can decide what is meaningful to track in your game.
Check modl.ai Dictionary for Terms and their meanings