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
Why adaptive test-time compute may matter more than bigger models — and how confidence becomes a control signal rather than a promise of correctness.
BlogHow iGRPO turns self-generated drafts into a scalable reinforcement signal for stronger, more reliable reasoning.
BlogWhy world-model research is stalled less by algorithms and more by fragile, non-reproducible infrastructure—and how stable-worldmodel tries to fix it.
Blog💡 Follow us as we build in public.