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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🎓 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.

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

Recent from Cognaptus

Clawing Back the Benchmark: When AI Agents Start Testing Themselves

ClawEnvKit suggests the next phase of AI evaluation: auto-generated environments that scale faster than human-written benchmarks ever could.

Blog
Cloudy With a Chance of Local Models: When On-Prem AI Starts Beating the API

A benchmark on System Dynamics AI assistants reveals where local LLMs now rival cloud leaders—and where they still stumble.

Blog
Cost, Latency, and ROI of AI Systems

Learn how to think about AI cost, latency, and return on investment so you can judge whether a promising system is actually worth operating.

Academy

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