AI Integration Solutions
We provide comprehensive support for your daily challenges using AI technology.
Working closely with you, we help realize new forms of business while addressing your specific goals and challenges.
AI-Integrated System Development
AI System Integration
Predict user needs based on proprietary data, enhancing customer satisfaction through personalized interactions.
Knowledge Data Integration
Comprehensive support from technical strategy planning to implementation, helping you realize your AI integration goals.
IT Consulting
Build AI systems that respond to user inquiries in real-time, optimizing customer support efficiency.
Q&A Assistant
How does AI
come up with answers?
Some AI writes text, and some AI predicts numbers from data. Here we look at one kind of text-writing AI, the “LLM (large language model)”. Watch in 3D animation how it predicts the next word from the words so far. The labels inside the animations are in Japanese, with English explanations.
- Animations
- 5
- Watch them all
- About 8 min
- How text is madeStart here About 1 min Watch how the next word is chosen from the words so far, until a sentence is formed.
- A look inside the AI that writes text About 1 min 40 sec Follow the path from input to output: the parts and how information flows between them.
- How AI writes programs About 1 min 40 sec See the AI write code, read the result of a check by an outside tool, and rewrite it.
- Following the small calculations About 2 min See small calculations connect and stack up in many layers to predict the next word.
- How AI solves a new problem About 1 min 45 sec See it jot down notes before answering, try things out, and check with an outside tool.
Once you see how it works, you see what AI can do
AI does more than write text.
It can predict numbers from data, among many other uses.
Here is an example of AI that Robbits builds.
Ask how AI could work for your business
If you are wondering, “could we use this too?”,
see how AI adoption works with us and what support we offer.
The first consultation is free.
AI-Powered Automated Trading Tool
REAL FX
REAL FX is an automated forex trading tool powered by cutting-edge AI. Conventional automated trading tools (EAs) can only follow rules programmed in advance. REAL FX is different: its AI keeps learning from market movements on its own, adapting flexibly as conditions change. It also has game-like elements—you grow a character as you trade—so learning to trade stays fun.
AI Technology in REAL FX: MLP (Multilayer Perceptron) Features
At the heart of REAL FX is an AI called MLP (Multilayer Perceptron) — a fundamental machine learning architecture modeled on the neural circuits of the human brain.
Advanced Machine Learning Capabilities
MLP learns through a method called error back propagation. Simply put, it checks how far its predictions are from the correct answers and corrects itself little by little. Repeating this process lets it learn accurately from many different types of data.
Predictive Analytics
MLP is good at predicting future values from past data. This kind of analysis is called regression — for example, estimating next year's sales from past sales figures. Reading where market prices are headed builds on this very same ability.
Complex Problem Resolution
The "multilayer" in MLP means it thinks in many stacked layers. A simple perceptron with a single layer can only handle problems that a straight line can split. By stacking layers, MLP can draw far more complex boundaries and solve much harder problems.
Note: Error back propagation is a learning method that traces how far the AI's prediction deviated from the correct answer, working backward to reduce that error step by step.
Note: A perceptron is the most basic building block of AI, modeled on a neuron in the human brain. It weighs the information it receives, adds it up, and decides the answer based on whether the total passes a threshold.
Four Strengths That Change How You Trade
Deep Learning Advantages
REAL FX uses deep learning to analyze vast and diverse market data. The more data it can draw on, the sounder its judgment — leading to highly accurate predictions tuned to current market conditions.
Self-Learning Trading
It keeps learning not only from historical data but also from the latest market movements. Because it never stays "as built," it can aim for stable profits even as market conditions change.
AI Logic Customization
The AI's learning patterns can be freely recombined. You can build your own trading logic (trading rules) for fun, and flexibly rework your strategy as the market changes.
Gamified Trading Experience
REAL FX turns trading into a game: your character grows with your trading results. Raising your character raises your skills with it, keeping learning and enjoyment side by side.
Teachers Connect
Teachers Connect is Robbits' proprietary AI software.