Local AI Workflow Automation Playbook

Automate repetitive business text work with an AI model that runs on your own hardware - vendor-neutral architecture, safety principles, prompt and validation patterns, 10 workflow recipes, testing and security checklists, plus a workflow scorer and ROI workbook.

What's inside the PDF (14 chapters): How to Use This Playbook; What Local AI Automation Means; Safety Principles; Choosing What to Automate; Choosing Your Tools; Prompting for Automation; Validation and Guardrails; Ten Workflow Recipes; Testing Before You Trust; Security Checklist for a Local AI Server; Running and Monitoring; 30-Day Rollout Plan; Workflow Design Worksheet; Notes.

Companion spreadsheet (.xlsx) tabs: Instructions, Settings, Workflow Scorer, Summary, Test Set, Run Log. Calculated automatically: Hours Saved / Month, Value / Month, Priority Score, Recommendation plus summary KPIs and a chart. Includes an Instructions tab, drop-down lists, yellow input cells and example rows labeled EXAMPLE so you can delete them and start. Works in Excel, Google Sheets and LibreOffice.

Instant digital download - nothing is shipped. Vendor-neutral: works with any local model runner and automation tool; check each project's current documentation and license.

Created with AI assistance and reviewed by the seller.