AI added where it earns its place
Your product already works. The AI part is added alongside it, never through it.
I already have a web app. Who can add an AI chatbot or recommendations without rewriting it?
An AI feature, whether chatbot, smart search or recommendations, is added to your existing app as an isolated module. I read your code and data first, test the new path, and keep a switch to turn it off.
HOW IT WORKS
Read code and data
I study where the feature plugs in before touching anything.
Choose the one spot
Search, chat or recommendations, only where AI genuinely helps.
Isolate and release
Guardrails, tests, and a switch to turn it off.
A live product that needs one new capability, with no rewrite and no risky big release.
A generic support chatbot on a standard site: an off-the-shelf widget is enough.
eRENTAL: recommendations scored by shared category and brand, added to a live platform.
erental.ihor.work ↗QUESTIONS
Will adding AI break my app?
No. The feature ships behind its own boundary with guardrails and an admin view, and can be switched off. Your live product keeps working throughout.
Which AI features are worth adding?
Those that use your data: answers from your content, forgiving search, recommendations, drafts. Where a plain rule does the job, I will say AI is unnecessary.
Tell me the task
A couple of lines — I reply personally.