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

Red Queen Receipts: AI Security Testing Needs Logs, Not Vibes

AVISE shows why AI security evaluation should move from one-off jailbreak anecdotes toward repeatable, auditable test pipelines.

Blog
Context Is the New Attack Surface

A business-focused reading of Jailbreak Mimicry, explaining why LLM safety failures often live in task framing rather than forbidden words.

Blog
From Call-Sheet Chaos to Coordinated Production: An AI Film Production Coordination Agent

Production scheduling conflicts and fragmented handoffs solved through human-governed multi-agent coordination in film and video production

Case

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