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.

đź“‚ 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

Failures, Taxonomized: How Multi‑Level Reflection Turns Agents Into Self‑Learners

SAMULE shows why mining failures beats celebrating rare wins: a three‑level reflection pipeline plus a small retrospective model that teaches agents to fix themselves—during trials and in live conversations.

Blog
Paths > Outcomes: Measuring Agent Quality Beyond the Final State

CORE reframes LLM‑agent evaluation around the entire sequence of tool calls—catching skipped preconditions, unsafe detours, and wasteful loops that final‑state metrics miss.

Blog
Reason, Reveal, Resist: The Persuasion Duality in Multi‑Agent AI

New evidence shows a trade‑off at the heart of agentic AI: making models think out loud boosts their power to persuade—but also hardens them against being persuaded. Here’s what that means for real products and safety.

Blog

đź’ˇ Follow us as we build in public.

Learn, explore — or connect via LinkedIn or X.