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 mechanism-first reading of HDSR and HDSR-PL, showing why clinical summarization factuality improves when detector-guided corrections become the training signal.
BlogA mechanism-first reading of Single-stage Sparse Retrieval and what it changes for enterprise RAG, search indexing, and evidence-sensitive retrieval systems.
BlogA practical reading of two new reasoning papers: one shows how small models can be steered toward denser reasoning, while the other maps the internal circuits that make such steering worth treating carefully.
Blog💡 Contact us as we build in public.
Learn, explore — or connect via [email protected]