EsMagico

Every post draws on a system we engineered and still answer for in production, written by the engineers and leaders accountable for it, so each lesson has already been tested against real users and real auditors.

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Agentic AI27 July 2026

Human-in-the-Loop Data Capture

Most capture pipelines put the reviewer at the end of the line, where a finished extraction looks settled and gets waved through. Oversight earns its keep at the point the agent is unsure, which makes this a placement decision before it is a staffing one.

Shardul SinghCTORead the blog

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EsMagico

Human-in-the-Loop Data Capture

Human-in-the-Loop That Survives Scrutiny

Agentic Workflows vs Chatbots and RPA

Getting RAG to Hold Up in a Regulated Enterprise

Multimodal, Multilingual AI

EVIO, Explained

ATLAS, Explained

PRISM, Explained

COMPASS, Explained

LOUPE, Explained

The Es Magico Product Suite

AI Underwriting That Survives Model Risk

Automating Loan Document Checks

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