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.

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Access datasets, models, and comparison charts for building smarter AI tools.

Recent from Cognaptus

Agents in Lab Coats: When LLMs Try to Become Data Scientists

A strategic breakdown of how LLM-based agents are reshaping (and struggling with) the end-to-end data science workflow.

Blog
Beyond Chain-of-Thought: When Models Start Arguing with Themselves

How structured multi-agent collaboration reframes reasoning in large models—and what it means for enterprise AI deployment.

Blog
Don’t Prompt Harder — Engineer Smarter: Inside CEDAR’s Agentic Data Scientist

How context engineering and agent routing turn LLMs into transparent, local, and privacy-aware data science collaborators.

Blog

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