Prompt Mechanics

Better outputs. Better workflows. Built for modern work.

About

Copilot is powerful—but it’s not magic. If you ask vague questions, you get vague answers.

Prompt Mechanics helps you get better outputs by building better workflows.
That means clearer prompts, cleaner structure, and repeatable steps you can use in real work—not “AI hype.”

This site is built for practical wins:

  • Better emails in less time
  • Cleaner meeting recaps with owners and deadlines
  • Faster first drafts that still sound like you
  • Excel help that turns data into decisions

What you’ll find here:

  • Copy/paste prompt templates (with examples)
  • Simple workflows for Outlook, Teams, Word, Excel, and PowerPoint
  • “Fix my prompt” breakdowns so you know what to change and why

Start with the Prompt Library, steal one workflow, and put it to work today.

Articles

  • Transforming Claims Processing: Copilot in Action

    Last week, I spent an hour and a half with our claims management team exploring what Microsoft Copilot can actually do in a real work environment. Not the marketing promises or demo videos—actual, hands-on testing with their daily claims, emails, and documentation. What we discovered was both impressive and practical. I feel the best way…

  • What Actually Happened: A Messy but Honest Look at Our Copilot Training

    I sat down with the billing team to figure out if Microsoft Copilot could actually help with the mess we’ve been dealing with since switching to our new billing system. Spoiler alert: it was equal parts promising and frustrating, and required two separate sessions to even get close to something functional. The Real Problem We’re…

  • Attorney emails generated from screenshots

    The Claims department manager I know has a really tough job dealing with a crazy amount of emails that come in every single day. They get messages from all kinds of people, like attorneys, agencies, insured individuals, and more. To give you an idea of just how much they’re handling, they’re looking at around 1,000…

  • AI Agents Enhancing Productivity in the Insurance Industry: Case Studies and Examples

    As the insurance industry evolves, AI agents are becoming crucial in improving productivity and efficiency. By automating tasks and providing valuable insights, these intelligent systems are reshaping how insurance companies operate. Below are notable case studies and examples demonstrating AI’s impact on productivity across the insurance sector. Case Studies 1. Progressive Insurance Progressive Insurance has…