AI prototyping: guides from On-Off Group
Articles › AI prototyping
AI prototyping means building a rough working version of an AI feature and putting it in front of someone, instead of scoping it in meetings. It settles arguments that a PowerPoint cannot. These pages cover how to build one, how rough is rough enough, and what to watch for when someone tries it.
The basics
- What AI prototyping is and what you get at the end
Heard the term, wants to know what is produced.
How to do it
- How to build a working prototype in one evening
Wants something real in front of users this month.
For your kind of team
- AI prototyping sessions for insurance product teams
Wants an AI feature tested inside a regulated product.
Alternatives to what you do today
- Build a rough working version of an AI feature instead of writing the business case first
Stuck in scope meetings with no working thing.
On-Off Group trains teams, tests products with real customers, finds where a transformation has stalled and builds what gets it moving, for banks, insurers and enterprises in the Philippines, since 2015. How we help with ai prototyping.

