Timur

Helping business owners to know where & how to adopt AI — before spending budgets on development.

[Timur @Timur_Azizov_]

Friends, who has already implemented AI into their lives? What really works? Share your tips and life hacks👇🏻

[Timur @Timur_Azizov_]

Now, the head of a US transportation company no longer records the company's income and expenses in a notebook; he simply sends invoices, receipts, and Excel reports to Telegram.

An AI accountant with OCR automatically extracts and sorts the data into the appropriate sheets in Google Sheets and Airtable CRM 🫶 Instead of 6-8 hours of accounting red tape per week, simply send a file and all the data is in a consolidated database, with every weekly/monthly figure at a glance.

[Timur @Timur_Azizov_]

I completed a project for the owner of a logistics company in the US 🫥 I built an AI Agent with OCR. Here's a breakdown:

[Timur @Timur_Azizov_]

I unsubscribed from chatGPT and switched to Claude for everyday tasks and Claude Code for very specific and complex ones. I also have Perplexity Pro for searching information. I installed the Comet browser – it's fantastic with Assistant. I integrated Claude into Excel and PowerPoint (now I don't need to struggle with formulas and design). Claude Cowork is absolutely fantastic. The main advantage? Incredible time savings. They don't do my work, they are my assistants. And GPT has become really dumb, it doesn't notice trivial errors and inconsistencies in a Word file.

[Timur @Timur_Azizov_]

The Remote Labor Index study gave AI agents the exact same real freelance tasks that humans had already completed.

240 projects. ~$630 average task value. 6,000+ hours of real work.
~$140K total.

23 categories: video editing, 3D modeling, game dev, architecture, data analysis, and more.

Results (updated February 2026):
→ Manus - 2.5% (best performer)
→ Grok 4 / Claude Sonnet 4.5 - 2.1%
→ GPT-5 - 1.7%
→ ChatGPT agent - 1.3%
→ Gemini 2.5 Pro - 0.8%

The best AI model completed 2.5% of tasks successfully.

That's a 96% failure rate. On real work. For real money!

It gets worse: 🫥

Microsoft announced that 30% of their code is now AI-written.
What followed? Some of the worst software bugs in the company's history.

In medicine, it's even scarier:

The FDA received 100+ reports of AI malfunctions during surgeries.

In one case, AI misidentified an instrument's location — a surgeon punctured the base of a patient's skull. In another — arterial damage led to a stroke.

Would you trust an AI doctor? 😐

Now for the corporate side of things:

Most CEOs see zero financial return from AI (PwC report) — yet they keep deploying it🗿

Leadership tells employees to "just use AI" — with no plan, no training, and no understanding of its limitations.

Gartner predicts that by 2027, half the companies that laid off workers to deploy AI will rehire them — at higher salaries. (If you follow the news, you've already seen the early signs.)

So why does AI fail 96% of the time?

Four main reasons:
1) It generates corrupted or empty files — literal garbage output
2) It delivers an 8-second video when 8 minutes were required
3) Quality falls below professional standards even when the file is intact
4) A floor plan doesn't match the 3D model of the same building

This is the real problem in the market.
Businesses buy "AI implementation" and get a demo that breaks on the first real use case.

My #1 recommendation to every founder and executive: don't skip the most important step — a process audit.

Without an audit, you don't know where AI will actually save money, where you need automation without AI, and where a human is still the best option.

Audit first. Architecture second. Development third. Not the other way around.

Otherwise, you risk becoming another data point in that 96% failure stat — and spending your budget on code that doesn't work.

[Timur @Timur_Azizov_]

Another brutal study on AI just dropped 🫥 (Bad news for AI hype believers. Great news for realists.)

How is AI's 96% failure rate bankrupting Silicon Valley? Let's break it down:

[Timur @Timur_Azizov_]

@eurofounder What the f is that

[Timur @Timur_Azizov_]

@DEVROCKETZ Thanks 🤝🏼

[Timur @Timur_Azizov_]

Just Vibe-coded for $3000! 🔥

Built an article generator for an SEO agency.
Now they get dozens of articles for their websites in just ~8 minutes and ~$0.50, with just one click of a button in n8n, instead of a couple of hours and $150 per article!

Detailed case study: 🧵

[Timur @Timur_Azizov_]

n8n is currently the best platform for creating AI agents for your business or for sale. I speak as someone who has been doing this for almost a year and a half and 30+ shipped projects.

[Timur @Timur_Azizov_]

Consults clients, collects tattoo reference photos, and schedules appointments with artists.

[Timur @Timur_Azizov_]

AI agent for tattoo studio in Germany🫥

[Timur @Timur_Azizov_]

Unpopular Business Rule

[Timur @Timur_Azizov_]

Business Rule №7

[Timur @Timur_Azizov_]

@hubermanlab Gen Z realizing something

[Timur @Timur_Azizov_]

@SecWar Cry harder

[Timur @Timur_Azizov_]

@trq212 I felt something was wrong, but I couldn't prove it. Thanks.

[Timur @Timur_Azizov_]

@Shawnife @grok gimme summary

[Timur @Timur_Azizov_]

@claudeai wow that's banger
@OpenAI why are you so behind?

[Timur @Timur_Azizov_]

@AlexHormozi It's so liberating to let people be themselves and not have to bear their opinions.

Thanks Alex.

[Timur @Timur_Azizov_]

This is the second order for such a system from SEO agencies.

Obviously, accelerating production and reducing costs significantly improves their retainer margins and the speed of service delivery aka more happy clients. This is the ROI of this AI automation.

What do you think?

[Timur @Timur_Azizov_]

We save the finished SEO article to disk and, if desired, upload it directly to the website: