Most conversations about AI in technical writing focus on speed.
How much faster a draft comes out, how many hours a week get saved.
That’s measurable, so it gets the attention.
The change I notice more is harder to put a number on.
By the end of a long documentation day, there’s more left in the tank than there used to be.
Not because the work is lighter.
Because less of it is the kind that quietly drains you without producing much.
🧠 Where the load in technical writing actually sits
The tiring part of this job was never the thinking.
Working out how to explain something complicated is the enjoyable bit.
What wore writers down was everything wrapped around it.
Some of the load that used to sit there constantly.
- Holding a 50 minute SME conversation in your head while writing it up
- Remembering which of 6 documents used which term
- Rebuilding the same structure for the fourth procedure this week
- Tracking what an SME said last fortnight against what they said today
- Switching between transcribing, formatting, then thinking, several times an hour
None of that is difficult on its own.
All of it takes attention, though, so by mid afternoon there’s less attention left for the parts that need it.
🎙️ Offloading the holding, not the writing
The clearest change is not having to carry raw material in your head anymore.
A session gets recorded, transcribed, then summarised into structured notes.
I still read those notes properly, still check them against what I remember hearing.
What I’m not doing is trying to recall the exact wording of an exception somebody mentioned 40 minutes into a conversation.
That frees capacity for the questions that matter.
Does this make sense, will someone follow it while a customer is waiting, what have we left out.
The judgement work stays with the writer, which is fine, because that’s the part worth doing.
🔁 Repetitive documentation work is a different kind of tired
Repetitive tasks don’t tire you the way hard problems do.
Hard problems leave you satisfied.
Repetition leaves you flat, then makes the next hard problem feel heavier than it should.
The repetitive parts of technical writing are fairly obvious once you list them.
- Reformatting a document into a different template
- Writing the same 4 boilerplate sections at the top of every procedure
- Converting bullet points into numbered steps
- Producing a summary version of something already written
- Checking every heading follows the same capitalisation
That’s an hour or 2 a week, easily.
More to the point, it comes out of your concentration budget rather than just your calendar.
⚖️ What this changes about a documentation day
A practical example from a recent rollout.
Twelve procedures needed writing, all following the same structure.
Previously the first 3 would be written carefully, then the remaining 9 would slowly get worse as fatigue set in.
That’s not a discipline problem, it’s how attention works.
Now the structural drafting happens quickly, so the effort goes into verification, which is where documentation errors actually live.
The twelfth procedure gets the same quality of attention as the first.
That’s a bigger quality improvement than the time saving, though the time saving is what people talk about.
🔍 The trap worth avoiding
There’s a version of this that goes badly.
Stop reading the output properly, then the mental load comes back later as rework, usually at UAT, usually in front of an audience.
So the load doesn’t disappear, it shifts.
Less holding, less repetition, more verifying.
Verifying is more demanding than transcribing, which is exactly why you want capacity available for it.
A few habits that keep it honest.
- Read every draft line by line, never skim
- Test each step against the actual system before publishing
- Keep the SME review, since a clean draft still needs a human check
- Notice when you’re accepting output because you’re tired, not because it’s right
That last one is worth watching for.
Fatigue makes plausible text look correct.
🤝 What it means for the work
Technical writing has always been a concentration job.
The quality of a procedure depends on someone caring enough to check the eighth step as carefully as the first.
Anything that protects that concentration improves the documentation, even if it never shows up as a saved hour on a timesheet.
Less mental overload, less repetitive fatigue, more attention left for the parts only an experienced writer can do.
That’s the real benefit.
About the author
Aiver is the managing consultant at Aliso Digital, an IT consultancy based in Melbourne. For 19 years he’s worked on enterprise digital transformation programs spanning ITSM, HRIS, ERP, CRM, POS, KMS and EDRMS platforms, plus workflow automation. His work covers business analysis, process optimisation, technical writing, knowledge management and UI / UX design.
He has worked across government, healthcare, science and medical research, finance, education, telecommunications, infrastructure, aviation, construction and property, technology, retail, logistics, pharmacy, insurance and professional services — on multi-million dollar programs running years at a time, for national organisations and global firms, reaching millions of end users.
He has run his own consultancy for 12 years and works with a small number of clients at a time. Available for remote and hybrid contracts.
alisodigital.com
