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
A benchmark of stateful personal agents shows that the largest sycophancy risk emerges when user claims are written into durable state and reused later.
BlogSkillFuzz shows how marketplace operators can screen composition-induced agent risks before committing scarce sandbox and review capacity.
BlogT3R shows how graph models can adapt deeper layers from unlabeled test data, provided teams qualify the auxiliary signal, bound the update budget, and accept the latency cost.
Blog💡 Contact us as we build in public.
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