Own business, used as a test bed

The Forgotten Toys: an online shop run by AI agents, with a human in charge

The Forgotten Toys is StreamlineCY's own online shop for vintage toys and collectibles. We used it to build and test an operations system where AI agents do the routine work and the owner approves everything from their phone. This page explains, in plain terms, what was built and what it changed.

The problem

A collectibles shop lives on volume: hundreds of one-off items, each needing photos, a description, a price, a category and search-friendly wording before it can sell. On top of that come social posts, blog articles, Facebook auctions, order updates and customer comments. For one person, this is several hours of admin a day, and the moment it slips, items stay unlisted and the shop goes quiet.

Full automation was not the answer either. A shop that posts, prices and emails on its own, with nobody checking, is a shop that embarrasses itself in public. The brief was: let software do the repetitive work, but keep a human in charge of anything that goes live, costs money or reaches a customer.

What was built

A small control panel that connects the shop (WooCommerce), Facebook, the blog and Telegram. A set of AI agents, each with one job, prepare work and put it in a queue. The owner sees each item as a card on Telegram or in the dashboard, with a plain sentence on what approving it will do, and taps Approve, Reject or Edit.

Photo to draft listing

Send a photo of a new item from your phone. The system writes a draft product page: title, description, category and a suggested price. You check it and tap approve, and it goes live in the shop.

Product copy clean-up

Over 130 existing product pages had their titles, descriptions and search snippets rewritten, one proposal at a time, each one reviewed before it was saved.

Daily social post

Every morning a Facebook post is prepared with a real product and photo. It is sent to the owner's phone. One tap posts it, one tap drops it.

Weekly blog post

A buyer's guide or collecting article is drafted once a week, checked against the brand's tone, and waits for approval before publishing.

Unsold auction items back to the shop

Items that did not sell in Facebook auctions are turned into draft shop listings automatically, with their photos, so nothing sits forgotten in a spreadsheet.

Orders and comments to the phone

New orders and new Facebook comments arrive as Telegram messages, so nothing needs checking by hand.

A normal day

10:00. A Telegram card arrives: today's Facebook post, with the product photo and caption. The owner reads it in ten seconds and taps Approve. It is posted.
During the day. A new item arrives at the shop. The owner photographs it and sends the photo to the Telegram bot. A draft listing comes back for review. Approve, and it is live.
When something happens. A new order or a Facebook comment shows up on the phone as it happens.
Monday. A blog post draft is waiting. Edit the title or a paragraph if needed, then approve.
Any time. The dashboard shows every pending item, everything executed, and everything rejected or expired, with the reason.

The guardrails

Nothing is published, sent to a customer or paid for without a tap from the owner.
Every proposal and every decision is written to a log, so there is always an answer to "why did this happen?".
A single command stops all agents at once.
Proposals that are not approved in time expire on their own, so the queue never fills with stale work.
A wording check blocks banned words and generic AI phrasing before anything reaches the queue.

What changed

Since the system went live in June 2026, about 130 proposals have gone through the queue. 38 were approved and executed (listings published, posts made, articles published, product copy saved), 12 were rejected with a tap, and the rest expired unused, which is the system working as intended: the owner only spends time on what is worth doing. More than 130 product pages were rewritten for search without anyone opening the shop's admin panel.

The honest limits: the agents prepare, they do not decide. If the owner does not open the queue, nothing moves, which is the point. Facebook auctions stay fully manual by choice. Sales figures are the shop's own and are not published here.

What this means for your business

The same pattern, "software prepares, a person approves, everything is logged", fits any small business with repetitive admin: a property manager's monthly owner statements, a law firm's standard documents, an e-shop's product listings and follow-up emails, a clinic's appointment reminders. The agents change; the approval queue and the log stay the same.

Have repetitive admin you would like to hand over, safely?

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