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 close read of new evidence on where LLMs actually fail at math—and practical design patterns that make them reliable for instruction and assessment.
BlogFrom linear attention to MoE and diffusion LLMs—what ‘efficient by design’ really means for cost, latency, and roadmap decisions in AI products.
BlogFour zero‑shot prompting strategies that turn LLMs into practical, context‑aware forecasters—and when each one wins in the real world.
Blog💡 Follow us as we build in public.