Intro4 stepsPDF, 6 pagesEnglish and Turkish
A first step into AI
Try it instead of reading about it. The basics of using AI in the right places at work.
- What is AI?
- How does it learn?
- Where does it fit at work?
- The right flow
Guides
Four short guides for business units that want to put AI into their own processes. Each one is an interactive page that goes step by step, and a PDF; in English and in Turkish. The first step is fully open. Try the first two steps of the other three here; the full guides are free PDFs on Gumroad.
Start here
The guides
Each guide has four steps. The first two are open here: you pick, change or add something and see the result straight away. Steps 3 and 4 and the full PDF are free on Gumroad.
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Guide 12 steps openfull PDF on Gumroad
A business unit’s first AI model
From one task to a pilot you can measure. For the people who run a process, not for the people who train models.
- Which task first?
- One score hides the weak cases
- Which level to start at?
- Shadow first, then assist
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Guide 22 steps openfull PDF on Gumroad
Which model for which process
A map from everyday business tasks to the smallest model that does them.
- Rules or a model?
- Six kinds of model
- Four questions that choose
- Where each department starts
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Guide 32 steps openfull PDF on Gumroad
Personal data and AI
What to mask and what to keep in-house before text reaches a model. Written for teams under KVKK, the Turkish data protection law.
- Three routes for any text
- Masking with rules and a model
- What a recall figure means per day
- The safe flow
New guides by email
Hear by email when a new guide is out. At most one message a month, and you can unsubscribe at any time.
If your team has a specific question or a process where it gets stuck, write to halil@halilneed.agency.
What they are based on
The guides follow from an article of mine, From first prompt to team workflows, and from training three small Turkish-language models for personal data. Where a guide gives a number from my own work, it is the number on the public model card. Other numbers are illustrative and marked as such.