AI in business: where to start

Many companies see AI as a “big project” and keep postponing it. In practice the best results come from small, specific steps.

Where AI pays off first

1. Text work. Emails, commercial proposals, announcements, reports. Time drops two to five times.
2. Documents. Finding and summarising what matters in contracts, policies and specifications.
3. Customer replies. An assistant on Telegram or your website that answers frequent questions.
4. Marketing content. Images, video and posts — in Uzbek and Russian at the same time.
5. Analysis. Drawing conclusions from Excel sheets, spotting sales trends.

How to pick a pilot

A good pilot meets three conditions:

• Repeats — it’s done many times a week.
• Measurable — you can count the time before and after.
• Low risk — if AI gets it wrong, a person checks and fixes it.

Example: “Sales writes 20 commercial proposals a day, 40 minutes each.” That’s an ideal pilot.

A 30-day plan

• Week 1: pick 3–5 engaged staff and teach them AI basics.
• Week 2: choose one process and build prompt templates.
• Week 3: test on real work and measure the time.
• Week 4: calculate the result and plan the roll-out to other teams.

Common mistakes

• Starting without rules. Staff paste customer data into free chats. Write simple internal rules first (see the safety lesson).
• Automating everything at once. Start with one process.
• Leaving it all to IT. The best ideas come from the people who know the process.
• Not measuring. Without numbers, leadership won’t back it.

Need help?

Want help bringing AI into your company? Write to us in Uzbek, Russian or English.