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

Cause & Effect, But Make It Continuous: Rethinking Primary Causation in Hybrid AI Systems

A deep dive into formalizing actual causation in systems where discrete actions and continuous change coexist.

Blog
Cut the Loops: When Web Agents Learn to Think in DAGs

How graph-based trajectory pruning reshapes the accuracy–efficiency frontier for deep research web agents.

Blog
Double Lift-Off: Learning to Reason Without Ever Building the Model

How implicit learning plus lifted sum-of-squares turns partial, noisy relational data into provable probabilistic inference—without constructing an explicit model.

Blog

💡 Follow us as we build in public.

Learn, explore — or connect via LinkedIn or X.