Tool or Technology
TT0062

Mistral Foundations

Prompt, Research & Build with Enterprise AI

Mistral
Duration
8 Hours
Level
Basic
Delivery
Instructor-Led
Format
Workshop

Programme Objectives

  • Build foundational proficiency in using Mistral AI for research, content creation, reasoning, document processing, and business productivity.
  • Apply structured prompting techniques across Mistral models to generate clearer, more reliable, and professionally usable outputs.
  • Use Mistral capabilities for web research, document analysis, knowledge retrieval, and multimodal information processing.
  • Integrate Mistral models into simple applications using APIs, structured outputs, and function calling.
  • Build basic AI-assisted workflows while applying appropriate security, validation, privacy, and human-review practices.

Technology covered

Mistral AIMistral Vibe (formerly Le Chat)Mistral ModelsMistral APIDocument AI / OCRLibrariesStructured OutputsFunction CallingMistral Agents

Who should attend

  • Software & Application Developers
  • AI & Machine Learning Professionals
  • Business Analysts & Functional Consultants
  • Data & Analytics Professionals
  • Digital Transformation Professionals
  • Solution Architects
  • Research & Knowledge Professionals
  • Product Managers & Product Owners
  • Technical Consultants
  • Innovation & Enterprise AI Teams

Prerequisites & Participant Readiness

  • Basic understanding of Generative AI concepts is helpful but not mandatory
  • Basic computer and internet proficiency
  • Familiarity with documents, research, and business information workflows
  • Basic programming knowledge is helpful for API exercises but not mandatory for all modules
  • Familiarity with JSON and APIs is beneficial
  • No previous Mistral experience required

TOC Modules

Concepts
  • Understanding Generative AI and Large Language Models
  • Understanding the Mistral AI ecosystem and its enterprise AI positioning
  • Exploring different Mistral model capabilities and common use cases
  • Understanding text, reasoning, vision, document, and agentic AI capabilities
  • Understanding strengths, limitations, hallucinations, and human judgement
Practical activities
  • Exploring Mistral through guided workplace and technical tasks
  • Comparing AI-assisted approaches across different business requirements

Scenarios

Enterprise Document Intelligence

Business Documents → Mistral Document AI / OCR → Structured Extraction → Analysis → Knowledge Library → Business Summary

Participants use Mistral to process business documents, extract structured information, analyse key content, and create a searchable knowledge workflow that improves document-processing and research efficiency.

Business Request to Structured AI Application

Business Requirement → Mistral Prompt → API → Structured Output → Function / Tool → Validated Business Result

Participants integrate a Mistral model into a simple application workflow that converts unstructured user requests into structured outputs and connects the result to an approved business function.

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