Iryna Savchenko

On AI automation

Iryna deploys AI assistants into customer replies and makes sure automation helps rather than scares people off. She writes about the balance between a bot and a human touch.

Articles by this author

A weekly quality review for your AI replies

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A weekly quality review for your AI replies

A simple weekly routine for checking an AI assistant: which conversations to read, what to measure, and when to fix instructions instead of adding scenarios.

Selling to customers abroad: AI translation in chat

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Selling to customers abroad: AI translation in chat

How to reply to customers in languages you don't speak using AI: what is safe to translate automatically, where it isn't, and how to keep brand tone.

AI guardrails: stop the bot promising what you don't have

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AI guardrails: stop the bot promising what you don't have

How to give an AI assistant limits: forbidden promises, handling prices and stock, stop-words, and mandatory handover to a human agent.

AI reply templates: stock, price, delivery

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AI reply templates: stock, price, delivery

Ready AI reply templates for the three most common questions in chat — is it in stock, what does it cost, when does it ship — and how to adapt them.

Reels for sales: turn views into orders

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Reels for sales: turn views into orders

How to use Instagram Reels for sales: from the video idea to the call to action that moves a viewer into Direct and toward placing an order.

The quiz funnel: how product matching through questions leads to a sale

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The quiz funnel: how product matching through questions leads to a sale

How to build a quiz funnel in messengers: a few questions match a product to the customer and naturally lead them to an order.

How to accept payments on WhatsApp: methods and a safe flow

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How to accept payments on WhatsApp: methods and a safe flow

Which payment methods work for WhatsApp sales, how to accept money safely and confirm orders so you don't lose ready buyers.

When to hand the conversation from bot to human

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When to hand the conversation from bot to human

How to set up handoff from a chatbot to a live agent: the signals for a handover so automation helps rather than annoys the customer.

Selling through Stories: turn views into leads

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Selling through Stories: turn views into leads

How to sell through Instagram Stories: poll stickers, links and questions that move a viewer from Stories into Direct and toward an order.

Messenger greeting and Get Started button: a first impression that sells

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Messenger greeting and Get Started button: a first impression that sells

How to set up a Facebook Messenger greeting and Get Started button so the conversation begins right and leads the customer toward an order.

WhatsApp Business catalog: show products right in the chat

whatsapp-sales

WhatsApp Business catalog: show products right in the chat

How to create and set up a WhatsApp Business catalog so customers see products, prices and descriptions right in the chat and order faster.

Leads and CRM for Messengers: How Not to Lose Leads

leads-crm

Leads and CRM for Messengers: How Not to Lose Leads

How not to lose leads from social media: why leads slip away, which deal stages to track, and when to move from manual handling to a CRM for messengers.