We build cognitive systems that learn, adapt and evolve. Every breakthrough feeds the agents we deploy.
Métatron is our permanent research lab. A complete cognitive system, inspired by the architecture of the human brain, that serves as the proving ground for everything we later deploy to our clients.
Modules inspired by the human brain: selective attention, working memory, theory of mind, emotional system, prediction, consolidation. Each one is pure, immutable, injectable.
Grounded in scientific literature: loss framing (Kahneman), active inference (Friston), implementation intentions (Gollwitzer), self-deception detection (Trivers). Selection laws, not more reasoning.
Modules don't work in silos. They react across layers: survival, learning, market intelligence, emergence, homeostasis. The system learns to protect itself, calibrate, understand and emerge.
A system that is self-aware can improve itself. The Tesseract lets Métatron observe its own architecture in real time, across five dimensions.
Spatial mapping of all modules and connections, in 2D and 3D
Visualizing system evolution over iterations, real-time neural propagation
Bi-temporal memory — the system knows what it knew at any given date and why
Detecting blind spots, proposing missing connections. Zero isolated nodes.
Our agents don't stay frozen. The Merkaba engine enables autonomous evolution: every iteration makes the system better, without human intervention.
The workflow runs and produces a concrete result
Hybrid scoring: AI judgment and deterministic rules combined
Variations generated: rephrasing, reorganizing, component substitution
Tree search (MCTS) to explore the most promising paths
Prompts are not handwritten then frozen. They are optimized through machine learning from actual results. The system learns what works and refines its own instructions.
Cross-blueprint memory allows the system to transfer learnings from one workflow to another. What is learned in one context enriches all others.
Passive knowledge — documents, transcripts, content — is useless if it stays inert. Our pipeline transforms it into executable workflows.
The system extracts frameworks, principles and tactics, then compiles them into action graphs that agents can execute directly. This isn't basic RAG — it's expertise compilation.
Temporal memory adds a crucial dimension: the system knows what it knew at any given date. Knowledge isn't a frozen block — it evolves, corrects itself, becomes more precise.
Our agents have living layers that react, learn and emerge. Survival, learning, intelligence, homeostasis — like an organism adapting to its environment.
Métatron isn't a side project. It's our permanent proving ground. Every breakthrough ends up in our clients' agents. Innovation isn't theoretical — it's deployed.
Intelligence runs at your premises, not at a third party's. Open-source models, dedicated hardware, data that never leaves your network. Trust is built through architectural transparency.
Computational neuroscience, decision theory, active inference. Our systems aren't assembled at random — they're designed on verifiable, reproducible foundations.
Let's discuss your project and what our agents can bring to your business.
Let's talk