AI isn't magic.

But applied right, it works like it.

Cognaptus automates enterprise workflows and incubates AI tools for startups—bridging operational efficiency and product innovation.

Explore Insights

🎓 AI Academy

Courses and tutorials to learn how AI works — from fundamentals to fine-tuning.

📂 Client Cases

See how we solve real business problems using applied AI and automation.

📊 DataHub

Access datasets, models, and comparison charts for building smarter AI tools.

Recent from Cognaptus

Calibrating Chaos: Stress-Testing AI Workflows Before Production Breaks Them

A practical look at how calibrated perturbations expose the blind spots of workflow evaluation metrics in LLM-driven systems.

Blog
Diffusing to Coordinate: When Multi-Agent RL Learns to Breathe

How diffusion policies and a distributional critic redefine coordination and exploration in online multi-agent reinforcement learning.

Blog
From Prompt Engineering to Context Engineering: Why Typed Graphs Beat Chatty Agents in the Lab

El Agente Gráfico shows that type-safe execution graphs and knowledge persistence outperform prompt-centric multi-agent systems in scientific automation.

Blog

💡 Follow us as we build in public.

Learn, explore — or connect via LinkedIn or X.