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AI Consultancy

Which AI tool should I choose?

AuthorGürbüz Özdem Published22 September 2026 Reading Time4–7 dk
Which AI tool should I choose?
💡 Kısaca: There are dozens of tools — which one should we use?

There are dozens of tools — which one should we use? Answering with a brand name would be wrong, because the ranking shifts every few months. 🧭

The right question is not “which is best” but “what type of work is mine?” Tool choice follows the kind of work being done.

Short answer: pick one general chat tool first, use it for three months, then add a second where it falls short. Stacking tools from the start teaches you none of them. 🎯

Related reading from the archive: where to start with AI · ready tool or custom setup.

HOW

How do tools differ?

BU BÖLÜMÜN ÖZETİ

  • General chat tools
  • Search and source-based tools
  • Generation tools
  • Embedded tools

Look at capability types, not names. 🔍

General chat tools

Writing, summarising, generating ideas, answering questions. Most of what a business needs is covered here; this is the starting point. 💬

Search and source-based tools

Those answering with current information and citing sources. In research and verification work they offer distinct value. 🔎

Generation tools

Image, video, audio and slides. These sit apart from general tools and are bought when the need is regular. 🎨

Embedded tools

Those built into software you already use: office suite, email, accounting, CRM. They work inside the flow without learning a separate tool. 🧩

HOW

How is the choice made?

Four questions, ten minutes. ❓

HOW

How do you test?

Not with marketing claims, but with your own work. 🧪

Same task, two tools

Give a real job to two tools with an identical brief. The difference shows up in one attempt. ⚖️

Not with marketing claims, but with your own work.
THREE

Three common mistakes

BU BÖLÜMÜN ÖZETİ

  • Mistake 1: choosing from a list
  • Mistake 2: five tools at once
  • Mistake 3: picking the cheapest
  • The sentence that cuts all three

All three waste time and money. 🚧

Mistake 1: choosing from a list

“Top 10 tools” articles do not know your work. The decision comes from your own test. 📄

Mistake 2: five tools at once

None gets learned, all get paid for; the count logic sits in the how many tools guide. 🌫️

Mistake 3: picking the cheapest

A cheap tool with long correction time is expensive. Cost lives in hours spent, not in the subscription. 💸

The sentence that cuts all three

This: “One tool, a real job, two weeks.”

WHEN

When do you add a second tool?

When the need shows itself. ➕

WHAT

What should I do today?

BU BÖLÜMÜN ÖZETİ

  • Step 1: pick one task
  • Step 2: try two tools
  • Step 3: choose one and use it three months
  • If you want help

Three steps, two weeks. 🪜

Step 1: pick one task

Frequent and time-consuming. The test runs on that job. 📋

Step 2: try two tools

Same brief, same job. Note the correction time. ⏱️

Step 3: choose one and use it three months

Once decided, do not switch: learning takes time. 📅

If you want help

Let us match the tool to your work: use the consult your expert form. For your current usage see the business AI usage audit; the whole sits on the AI consultancy page. 🎯

LOOK AT CAPABILITY TYPE, NOT NAMES GENERAL CHATcovers most needs SEARCH / SOURCEcurrent info, verification GENERATIONimage, video, audio EMBEDDEDworks inside the flow One general tool, three months, then a second if needed

FOUR QUESTIONS 1 · What is most of the work? text, data, image, research 2 · How good in your language? test with your own text 3 · Where does the data go? check before choosing 4 · Can the team use it? the best tool is the one they open

TEST: SAME TASK, TWO TOOLS PICK A REAL JOBfrequent, time-consuming IDENTICAL BRIEFto both tools CORRECTION TIMEthe real measure Cost lives in hours spent, not in the subscription

BÖLÜM 07

📝 Notes From the Field

A team subscribed to four tools at once and three months later could use none of them properly. All were cancelled and work restarted with one general tool on one job. By week six that job ran entirely on that tool — and which job needed a second tool had become obvious by itself.

A team subscribed to four tools at once and three months later could use none of them properly.
BÖLÜM 08

📖 Short Glossary

General chat tool: the core tool handling text, summary and thinking work. Embedded tool: AI built into software you already use. Correction time: minutes spent making an output usable. Representative task: a typical example of your work used for testing.

General chat tool: the core tool handling text, summary and thinking work.
BÖLÜM 09

⚡ Quick Summary

The question is not “which is best” but “what type of work is mine”. 🧭 There are four tool types; start with one general tool. Choose with four questions and test on your own work. Correction time is the measure. A second tool is added when the need appears.

The question is not “which is best” but “what type of work is mine”.
BÖLÜM 10

🎯 Next Step

Let us match the tool to your work: use the consult your expert form. For your current usage see the business AI usage audit or request a quote.

Let us match the tool to your work: use the consult your expert form.
FREQUENTLY

Frequently Asked Questions

Sık Sorulan Sorular

Question 1: what is most of the work?

Text, spreadsheets, images or research? The dominant work type determines the first tool. 📊

Question 2: how good is it in your language?

Test with your own texts: does it use terms correctly and hold your tone? Language quality genuinely differs between tools. 🌐

Question 3: where does the data go?

On business plans, keeping inputs out of training is usually configurable. That setting is checked before choosing. 🔐

Question 4: can the team use it?

The best tool is the one the team actually opens. A complicated interface gets abandoned by week three. 👥

Which task?

Something frequent and time-consuming: a proposal paragraph, a product description, an email reply. It must be representative. 📋

What do you measure?

Correction time: how many minutes does it take to make the output usable? That is the real measure. ⏱️

How long?

Two weeks is enough. A longer test turns into postponing the decision. 📅

On which signal?

When a job keeps getting stuck in the first tool: current sources, image generation or spreadsheet analysis. 🚦

Does using two tools for one job make sense?

For critical text, yes: comparing two outputs makes errors visible. For routine work it is unnecessary. 🔁

When is an embedded tool preferable?

When the work is already inside that software: spreadsheets, email, documents. It removes the copying step. 🧩

Who decides?

The person doing the work, from the test result. A tool chosen from above goes unused; the resistance logic sits in the team resistance guide. 👤

Can I decide using the free version?

Only partly: free tiers usually run a smaller model, so the test does not fully reflect reality. A short paid trial produces a more accurate decision.

Are the tools interchangeable?

For general text work, largely yes; the difference shows in correction time and tone. For specialised work such as image generation or sourced research, they diverge clearly.

Should I look for a sector-specific tool?

Try a general tool first: most businesses get results without one. A sector tool is worth evaluating only when a concrete job keeps getting stuck.

Source: Digital Transformation Office — National AI Strategy

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