Like email in '95, websites in '05, social media in '12
The people who adopted early won
We are in that same window right now
The good stuff
What AI Actually Does Well
Writing and editing (emails, proposals, social posts)
Research and summarization
Data organization and analysis
Filling out forms and repetitive tasks
Answering questions about your own documents
Being honest about limits
What AI Does Not Do Well (Yet)
Replace human judgment on important decisions
Understand your business context without being taught
Work reliably without someone checking its output
Creative work that requires YOUR voice
The roadmap
The 3 Levels of AI Adoption
1
Search Engine
Asking questions, getting answers. Most people stop here.
2
Assistant
Giving it context, templates, and workflows. Real time savings.
3
Team Member
Automation, agents, and systems. This is where it gets wild.
Level 1
AI as a Search Engine
ChatGPT, Claude, Gemini ... asking questions
Good for quick answers, brainstorming, first drafts
Problem: garbage in, garbage out
Vague prompt
"Write me a professional email"
Specific prompt
"Write me a follow-up email to a client I met at a networking event about pool installation services. Keep it under 100 words, casual but professional."
The secret sauce
The Prompt Formula
Role
+
Context
+
Task
+
Format
+
Constraints
Example
"You are a small business consultant. I run a pool installation company in St. Thomas, Ontario. Write me 3 social media posts about spring pool openings. Keep each under 280 characters. Friendly and local tone."
Level 2
AI as an Assistant
Give it your templates, your voice, your documents
"Here is how I write emails. Now write one like me."
Upload documents and ask questions about them
Build reusable prompts for repeated tasks
This is where AI stops being a toy and starts saving you real hours every week.
Practical example
Forms and Paperwork
AI can pre-fill forms from existing documents
Extract data from PDFs, emails, spreadsheets
Saves hours on repetitive admin work
Try this
"Take this client intake form and fill it out based on the email thread I'm pasting below."
Paste your form template + the source data. AI does the rest.
Practical example
Email That Does Not Take All Day
Draft responses in your voice
Summarize long email threads
Follow-up reminders and templates
Try this
"Read this 15-email thread and give me the 3 action items I need to handle today."
Stop reading 15 emails to find the one thing that matters.
Practical example
Content, Multiplied
One idea becomes five pieces of content:
Social media posts from a single idea
Blog posts from meeting notes
Presentations from bullet points
Email newsletters from blog posts
Client proposals from phone call notes
One piece of content, repurposed 5 ways
Level 3
AI as a Team Member
This is where it gets interesting.
Automated workflows: email comes in, AI drafts a response, you approve, it sends
AI agents that monitor, research, and report
Custom tools built specifically for your business
This is what I build at Obsidian AI Labs. Not the toy version. The real version.
The philosophy
The "Augment Yourself" Philosophy
"In an age of AI, you need to augment yourself. You need to have an AI in your corner. To keep up with everyone else."
AI does not replace you. It multiplies you.
You + AI + your expertise beats both AI alone and expertise alone
The goal: do the hard stuff faster so you can be a person
Your homework
Getting Started Today
Sign up for Claude (claude.ai) or ChatGPT
Pick one task you do every week that is repetitive
Write a prompt template for that task
Use it for 2 weeks. Refine it. Then add another task.
In 30 days you will have 3-4 AI-assisted workflows
Start small. Be consistent. The compound effect is real.
Let's talk about it
Common Fears, Addressed
"It will take my job"
It will take the boring parts of your job. The parts you do not want to do anyway.
"I'm not technical"
If you can write an email, you can use AI. That is literally all it is.
"It makes stuff up"
Yes, it does. Always verify. Think of it as a smart intern, not an expert.
"It's too expensive"
Claude and ChatGPT have free tiers. Start there. Upgrade when you see the value.
What comes next
Where We Go From Here
A hands-on workshop series is in the works
Real exercises, real business problems, real results
Each session builds on the last, from Level 1 to Level 3
This presentation is available online as a reference anytime