How to connect your business to AI: a catalog of integrations and scenarios

A catalog of integrations and scenarios for connecting your business to AI: marketplaces (WB, Ozon, Yandex Market), MoySklad, banks, CRMs, documents/EDI, telephony. For each — what the agent does and a link to the step-by-step breakdown. Plus secret safety, managed autonomy, and a start checklist.

To connect your business to AI means linking your working systems (marketplaces, inventory, bank, CRM, documents, telephony) to an agent once, through official APIs — after which it logs into the accounts itself and does the work: handles reviews, totals up sales, calculates margin, prepares documents. The key is never shown to the agent, any write to your service happens only with confirmation, and every step is written to a log.

Below is a catalog of integrations and scenarios: what AI already works with, what exactly it does, and where to go for a step-by-step breakdown of a specific case.

Catalog: system → what AI does → how to connect

System / scenario	What AI does	Step-by-step breakdown
MoySklad / inventory	Takes cost price and stock, calculates honest margin per SKU, links the warehouse to marketplace orders	How to connect AI to MoySklad
WB / Ozon reviews & questions	Handles reviews and questions across platforms, prepares replies without risking a ban	Auto-replying to WB and Ozon reviews without risking a ban
WB / Ozon product cards	Reverse-engineers your best card and rewrites the laggards by it	Optimizing WB and Ozon product cards with AI
Documents, acts, EDI	Prepares documents and acts not by hand — from account and accounting data	Documents and acts — not by hand
Telephony & calls	Transcribes a call and turns the transcript into tasks, summaries, CRM records	The transcript is raw material
General seller automation	Closes marketplace and back-office routine — a set of typical agent tasks	How a seller can automate their business with AI
Capabilities overview	The dashboard shows, the generator draws, the agent does — where to start looking at AI for sellers	AI for marketplace sellers in 2026
Repricing / auto-pricing	Keeps prices within rules, reacts to competitors and stock	A repricer moves the price; an AI agent manages pricing
Bitrix24	Consolidates orders, payments and deals in the CRM, sets tasks	How to connect AI to Bitrix24
amoCRM	Runs the pipeline, links leads with payments and shipments	How to connect AI to amoCRM

What's already connected

These are working connectors the agent uses right now:

Marketplaces: Wildberries, Ozon, Yandex Market, Avito, Megamarket, Uzum.
Inventory & stock: MoySklad, 1C:Trade.
Banks & payments: Tochka, Sber, Alfa, T-Bank, YooKassa, Modulbank, Robokassa.
Accounting & EDI: 1C (Accounting, Trade, Payroll, ERP), Diadoc, SBIS, Kontur (Focus, Extern), Chestny Znak.
CRM & sales: amoCRM, Bitrix24, RetailCRM, Megaplan, Yandex Tracker, Kaiten.
Analytics: MPStats, Yandex Metrica, Wordstat, DataLens, Google Sheets, Brand Analytics, TGStat.
Advertising: Yandex Direct, VK Ads, AppMetrica.
Logistics: CDEK, Russian Post, ATI.SU.
Communications: Telegram, MAX, Wazzup, Chat2Desk, Mail.ru and Yandex mail.
HR: HeadHunter, HRLink, YCLIENTS.

That's more than 80 connectors in total. What matters isn't the count — it's that they're all built the same way: under the hood there aren't a hundred hand-written clients, but declarative descriptions. A new service is added as a description, not as a month of development, and the integrations don't break every time someone else's API changes.

If a service has no proper API, the agent goes in through safe browser automation: the password is substituted via a protected placeholder (the agent sees a stub, not the value), the secret is bound to the site, and a redirect to a foreign domain is refused.

Security in a nutshell

AI works with your account but never sees the keys: secrets are stored encrypted on our side, and the agent only asks to "run a request to the service."
Managed autonomy: read-only mode asks for confirmation on any change; autonomous mode does the routine itself, but any write to your service — price, shipment, document — still asks for your "yes."
Every action, executed or declined, is written to an immutable log; reversible operations have a rollback plan.

Where to start — a checklist

Pick the first system from the catalog above (most often WB/Ozon or MoySklad).
Connect its account through the official API — this takes a couple of minutes.
Choose a trust level: start with read-only.
Give the agent the first task from the matching step-by-step breakdown (for example, total up yesterday's sales or handle the reviews).
Check the action log — make sure you see every step.
Add a second system and link them together (marketplace order → 1C → bank → CRM → delivery).

Mini-FAQ

Do I need a developer to connect my business to AI? No. The connectors are already written, and connecting an account goes through the official API from the interface.

What if my system has no API? The agent works through safe browser automation — it logs in, fills forms, clicks buttons, all while the password never reaches the model's eyes.

Can the AI break something without asking? No. Any write to your service (price, shipment, document, payment) requires confirmation, and every action is logged with a rollback plan for reversible operations.

Can I connect several accounts of one service? Yes, the agent switches between accounts — for example, several legal entities on Wildberries.

Can I connect my own internal system? Yes, your own warehouse or WMS connects just like a marketplace, and the agent works with it under the same rules.

Your accounts used to be a place you log into by hand. Now they're a place where AI works for you — under your control, with the keys in a vault and every step in the log. Start with one system from the catalog and one task — the rest will become clear on its own.