I use AI tools every day. Not because they replace thinking — they don't — but because they make the gap between a rough idea and a finished deliverable much smaller.
For anyone who writes documentation, builds SOPs, creates reports, or just needs to organize their thinking, AI tools can save significant time. But only if you use them deliberately.
Where AI Fits in My Workflow
I use tools like ChatGPT, GitHub Copilot, and Warp to handle specific parts of my work:
Drafting documentation. I'll outline the structure of an SOP or process document, then use AI to generate a clean first draft. I always rewrite and edit — but starting from a structured draft instead of a blank page saves 30–50% of the time.
Turning notes into deliverables. After a client meeting or operations audit, I have pages of raw notes. AI helps me convert those into organized summaries, action items, and structured recommendations.
Standardizing language. When I'm creating a set of training documents, I use AI to maintain consistent tone, formatting, and structure across documents. This is tedious work that AI handles well.
Building templates. I create reusable templates for reports, meeting notes, process summaries, and checklists. AI helps me build these faster and iterate on them quickly.
Editing and tightening. AI is surprisingly good at identifying redundancy, simplifying language, and making writing more direct. I use it as a first-pass editor before I do my own review.
What AI Is Not Good At
AI tools are not good at:
- Understanding the specific context of your business without input
- Replacing the judgment calls that come from experience
- Knowing what your team actually needs versus what looks good on paper
- Producing final-quality work without human review
The output is only as good as the input. Vague prompts produce vague results. Specific, well-structured prompts produce useful work.
My Approach to AI Workflow Setup
When I help clients set up AI workflows, we focus on practical systems:
- Identify repetitive tasks. What do you write, format, or organize repeatedly? Those are the first candidates for AI assistance.
- Build custom prompts. Not generic ones — prompts tailored to your specific deliverables, tone, and format requirements.
- Create templates. Reusable structures for the documents you produce most often.
- Set up a review process. AI generates the first draft. You review, edit, and finalize. The goal is speed without sacrificing quality.
The Bottom Line
AI doesn't replace operational thinking. But it dramatically reduces the friction between thinking and doing. If you spend a lot of time writing, documenting, or organizing information, AI tools can give you hours back every week.
The key is treating AI as a tool in your workflow — not as a replacement for the work itself.