Knowledge becomes difficult to navigate
Members repeat questions, important answers disappear inside feeds and community managers spend time responding manually.
PROJECTS / FIRST-HAND WORK
Build. Measure. Explain.
A useful case study includes the problem, the system, the evidence and the limits. These projects show how I think about applied AI.
CASE STUDY 01
AI assistant for Skool communities.
A temporary experiment that communities could invite, connect to their knowledge and use to support their members.
Ingest, answer and engage
The assistant learned community knowledge, answered member questions, created engagement posts and supported about-page testing.
Reached 50 communities
The project was used across 50 Skool communities. It was a temporary experiment and was never monetized.
Read the full case studyCASE STUDY 02
Automated LinkedIn research and publishing.
An anonymized vitamin company needed a more consistent way to understand competitor content and publish relevant company updates.
Competitor and company intelligence
The system researched competitor posts and received internal company context through Slack.
Two daily LinkedIn posts
It generated and published content informed by both outside patterns and the company’s actual activity.
Time saved and revenue lift
The client reported about four hours saved weekly and a three-percent revenue increase during the project period.
Read the evidence and limitationsYOUR BUSINESS
Visit One1 StudioWhat is slow, expensive or repeatedly breaking?
One1 Studio starts with the business process and designs the system around the result.