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Data Engineering

What is an LLM: Executive Adoption Guide

Secure evaluation and technical implementation for corporate scale.

What is an LLM: Executive Adoption Guide

Executive Summary

Instructing massive language models (LLMs) with private corporate data, leveraging protocols such as RAG (Retrieval-Augmented Generation) to prevent hallucinations, is currently the single fastest-growing initiative in the C-Suite.

What you will learn in this document:

  • Understanding tokenization, latency, and hidden inference costs.
  • Data sovereignty and RAG architecture tradeoffs.
  • Scaling internal deployments without creating a massive technical debt trap.
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Authorship & Intended Audience

SYSVAN Data Practice

Written for: CIOs, Software Architects, and Heads of Data

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