If it isn’t built to operate, don’t build it.
Independent research on how AI works once it’s live, turned into frameworks, tools and guidance you can put to work.
No paid placement. Frameworks are always free.
Most AI work stops at launch.
A launch proves it can run.
Operating proves it’s worth running.
We spend most of our time on the second part.
- Phase 1
Prepare
Decide why, and whether you’re ready.
- AssessWhere do you stand today?
- DecideWhat should it change, and for whom?
- Phase 2
Build
Pick, test and ship the thing.
- PilotDoes it hold up on real work?
- Hand overDoes it ship with an owner and a runbook?
- Phase 3
Operate
Run it, week after week.
- MonitorIs it still doing what it did on launch day?
- GovernWho owns it, and what are the rules?
- Prove valueIs it paying off, and can you show it?
Start from your role.
For individuals.
Get better at AI,and how you can use it on a daily basis.
For your own workFor Executives.
Build AI Center of Excellence, and know how to govern it.
For Exec leadersFor Business Owners.
Decide where AI belongs in the business, and how you’ll know it’s paying off.
For business ownersFor managers, advisors and trainers.
Use our tools inside your own team or with your own clients.
Tools for advisors (opens Gumroad in a new tab)From the research
Who owns the model on day 91?
The project team moves on after launch. Here’s how to hand ownership to someone who’ll still be there.
What to watch in the first 90 days of a live AI tool
Five signals worth a weekly look, and the one most teams forget.
Proving value without inventing a number
How to measure what AI changed when nobody recorded a baseline.
Nothing ships unless it passes all five.
We’d publish it the same way if a vendor paid us either way.
You can do something differently tomorrow.
It makes you more capable, not more reliant on us.
It says which phase, role, focus and field it’s for.
It’ll still be true and useful in twelve months.
Who’s behind this
A group of researchers & tech consultants started Built to Operate to answer 2 questions: What are the best practices to adopt and implement AI within organizations? and, what happens to AI initatives after the launch party?
The Operate Brief
A collection of insights on how to utilize AI. Short, sourced, and useful by Monday.
