Practical AI, from someone who builds it.
Consulting, training and hands-on builds for people who want AI to do real work. Sixteen years inside large-company operations, now building agent workflows and teaching others to do the same. Anybody can be a builder.
Get a free AI Library API key
Give your AI assistant a vetted catalog of 2,500+ tools, APIs and MCP servers, each with a verdict. Confirm your email and the key is yours in a minute.
Choose the door that fits
Hire me for a project
Audits, training, automation workshops and security reviews for small and mid-size teams.
See services →1:1 AI session
Sixty minutes, USD $150. Bring one real task and leave with a working approach.
Request a time →Things I have built
Real projects, with honest notes on what worked and what did not.
Browse projects →AI Builders Club
A planned membership for people who build with AI. Waitlist only for now.
Join the waitlist →Nunna's AI Library
An open, curated catalog of AI tools, APIs and servers, each with a verdict.
Open the library →Free playbook
A two-page guide to finding and automating the repetitive work in your week.
Get the PDF →One person, nine brands, one agent-run suite
The products I use to run my own brands: a control room, a content engine, an agent crew and a tool shelf, linked over MCP. Honest status on every page.
Operator first, tools second
Most AI projects fail on process and people, not on the model. I start with how the work actually gets done, decide where a person must stay in the loop, and only then choose tools.
Start with the work
Map the repeated tasks and who does them before touching a tool.
Keep a human in the loop
Agents draft and prepare. People approve anything customers see, anything involving money and anything risky.
Leave capability behind
The goal is a team that can run and extend what we built, not dependence on me.
The kinds of pipelines I build
These are the types of workflow I design and build. They are examples of the work, not a list of past clients or results.
Lead qualification
Incoming enquiries are read, sorted and drafted back for a person to approve.
Follow-up on unpaid invoices
Reminders are prepared on a schedule, with a person approving the tone and the send.
Support triage
Messages are classified and routed, with suggested replies for the common questions.
Reporting automation
Numbers pulled from your tools into the weekly report you already write by hand.
Onboarding workflows
A new client or hire triggers the same checklist of emails, documents and tasks every time.
Content operations
Drafts, formats and schedules prepared for review, never published without approval.
Illustrative workflow types. Each engagement is scoped to the business in front of me.
See what I built this weekend using AI
A planned weekly series where I show a real build: what I made, how, what broke and what it cost. The format is set; episodes are being produced.
Also from Nunna AI Consulting
Book series
"How to Use AI in" plain-English guides by industry. Coming soon.
Get launch notice →Embedded Edge AI and Robotics R&D
Small devices that run AI locally on cheap hardware. Honest status per project.
See the lab →Kaizen Forge
The AI agent team that runs marketing for our own brands. Still being built.
Read the story →
Win a free 1-hour AI consultation
Each month 3 people win a free 1-hour AI consultation (approximate retail value USD $150 each). Drop your email to enter. Next draw: last Friday of the month.
Three people win each month
Each month, 3 people each win a free 1-hour video consultation with Chai Nunna (approximate retail value USD $150 each) on a real AI question from their work or business.
- One-to-one, by video, booked on our scheduling page (weekends 9 a.m. to 10 p.m., weekdays 5 to 10 p.m., Toronto time)
- You bring one task; you leave with a working approach and written next steps
- No cost, and no obligation to buy anything afterwards
Free entry. No purchase necessary. Official rules.
Occasional notes on building with AI
New builds, tools worth knowing about and launch notices. No spam, unsubscribe any time.
Not sure where to begin?
Tell me what you are trying to get off your plate. I will point you to the right option, even if it is not one of mine.