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Introducing Agent Arivon. Your AI Data Engineer.

Field notes on agentic AI.

Research, teardowns, and field reports on building agents that hold up in production.

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49 articles
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No-Code AI Pipeline Builder or Custom Data Pipeline Architecture: When Each One Is Right

A no-code AI pipeline builder can take a business analyst from an idea to a working pipeline in an afternoon, no engineer required. That is…

Pujitha S Sep 4, 2026 Read
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Your AI Isn’t Learning Your Company: The Case for Custom AI for Business

Every company buying AI right now is buying more or less the same thing: a handful of foundation models, licensed through the…

Pujitha S Sep 3, 2026 Read
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GraphRAG vs Standard RAG: Which Retrieval Architecture Is Right for Enterprise AI?

Ask a standard RAG system “what was our Q3 refund policy” and it answers well. Ask it “what are the recurring themes across two years of…

Pujitha S Aug 29, 2026 Read
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Data Virtualization vs Data Replication in a Modern Data Fabric Architecture

Gartner expects organizations to abandon 60 percent of AI projects through 2026 when those projects are not backed by AI-ready data, and in the…

Pujitha S Aug 26, 2026 Read
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Agentic AI Frameworks: The Case for Specialized Intelligence Over No-Code AI

Two years ago, the question every C-suite asked about AI was how fast a team could ship something. No-code tooling answered it well. A…

Pujitha S Aug 21, 2026 Read
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How to Evaluate an Enterprise AI Agent Platform: A CIO’s 12-Point Checklist

Most of the vendor decks landing on a CIO’s desk right now use the word “agentic” the way software once used “cloud-native”:…

Pujitha S Aug 19, 2026 Read
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