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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Recent from Cognaptus

Benchmarks Are From Mars, Workflows Are From Venus: Why AI Research Co‑Pilots Keep Failing in the Wild

A sober look at why today’s biomedical AI benchmarks miss the only thing that actually matters: integrated, multi-session scientific workflows.

Blog
Context Is King: How Ontologies Turn Agentic AI from Guesswork to Governance

A business-focused analysis of how neuro-symbolic architectures and ontological grounding make agentic AI inspectable, governable, and enterprise-ready.

Blog
Lost in Translation: When Multilingual LLMs Miss the Medical Plot

A critical look at why zero-shot multilingual LLMs struggle with clinical information extraction—and what that means for real-world automation.

Blog

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