AI · 1 min read
AI agents that run the routine
The manual work a product needs every day is done by agents — people only step in where a decision is needed.
- countries in the PawClub events feed
- 49
- countries in the PawClub events feed
- languages for every new article
- 38
- languages for every new article
- a watchdog checks that the agents did their job
- 3× a day
- a watchdog checks that the agents did their job
- Schedule
- Agent does the work
- Result in the app
- Watchdog check
- Restart on failure
A live product needs routine work every day: fresh content, answers to users, checks that nothing has stopped. In PawKit, AI agents do this work on a schedule.
What the agents do
- Events feed. Every day an agent looks for real events for dog and cat owners — festivals, adoption days, group walks — and publishes them in PawClub. Eight countries are searched on every run, the rest in rotation: 49 countries in all.
- Articles. Every three days a new article goes out in all 38 languages, in the app and on the website.
- Support. AI reads every message from the in-app support chat and drafts the reply in the user's language. A person approves it before it is sent.
- Watchdog. Three times a day a check counts what the agents actually added. If the result is missing, the run is restarted.
The watchdog checks results, not statuses: a run that says "succeeded" but added nothing counts as a failure.
What you get
- Content and support that keep going without a person on duty
- A team that spends its hours on the product, not on the routine
- Failures caught by a check, not by users
Want the same for your product?