Academic Craft with AI

Academic Writing You Can Charge For

You already write well enough to be paid for this

People send you their essays, their reports and their chapters because they know you can write, and you help them because you can. Somehow it never turns into work that anybody pays you properly for. Or the writing is your own, it keeps coming back marked lower than you expected, and the feedback says the same thing every time without ever telling you what to do about it.

Both of those are one problem. You have the craft and there is no method underneath it, and the method is the part a client is actually buying. Over nine live sessions and a quantitative lab you build that method on one real draft of your own, and you walk out able to run it on the next job, and the one after that.

  • Nine sessions plus a bonus lab
  • Built for paid client work
  • Works with any AI tool
  • Bring one real draft
Before you read on

My name is Taiwo Oladokun, though everybody calls me Delight, and I have been doing this work for more than twelve years.

I came up before any of it was automated. That meant reading everything by hand, chasing one reference at a time until it either existed or it did not, and a fair number of long nights I do not miss. Twelve years of that makes me a bit of a master of the craft, a Jedi master on a good day, and I only raise it because it is the reason the machine is safe in my hands. I already know what good work looks like without one. If you do not know that yet, the tool will hand you something that reads beautifully and is quietly wrong, and nothing about it will warn you.

I have taught this several ways over the years, and I have changed my mind about how it ought to be taught. The work has become intelligent work. Training people as though the tools were not already sitting on their desk wastes their time, and I am not willing to waste yours.

So this is what I am putting in your way. It is not a shortcut and it is not a list of prompts. It is the way I actually work, opened up so that you can run it yourself.

Delight

Section 01You already have the skill. The money is somewhere else.

You can write, people know it, and so they send you their work. One week it is a cousin’s essay, the next week it is a colleague’s report, and then somebody arrives with a chapter that is due in two days.

Then the job arrives and the same things happen.

  • You read the brief three times and still are not sure what they are being marked on.
  • You spend two hours hunting for sources, and half of what the AI gave you does not exist.
  • The draft reads well, but you cannot say whether it is actually critical or just tidy.
  • You start every job from nothing, so a job you did last month does not make this one faster.
  • Somebody asks where a number came from, and you have no answer.
  • You are not sure what to charge, because you are not sure what you are selling.

None of that is a writing problem. It is a system problem, and I have watched it keep genuinely good writers on favours and small money for years. They have the craft and no process, and the process is the thing a client is buying.

The gap this closesYou are not short of ability. You are short of a repeatable way to run the work.
01Understand the job

Turn a brief and a marking grid into a plan and a word budget.

02Build the work

Research, structure, compare and strengthen the argument.

03Direct the AI

Give instructions precise enough that the output can be checked.

04Deliver professionally

Edit, verify and hand over work you can stand behind.

This is where AI earns its place
  • Extract the brief
  • Map the evidence
  • Compare sources
  • Find weak claims
  • Test the structure
  • Tighten the draft
  • Audit citations
  • Run quality checks

AI does the heavy lifting, but you make the judgement, and the judgement is the part people pay for.

Back to top

Section 02Who should be in this room

This is for people who want to be paid properly for academic work, whether that is their own practice or a job.

  • You want to start an academic writing or research consultancy, and you want a service to sell rather than a favour to keep doing.
  • You already help people with essays, reports, dissertations or research, but your process changes every time, so you cannot price it or hand it to anyone.
  • You are a freelance writer, editor or research assistant who needs to work faster without shipping careless AI output.
  • You are a postgraduate researcher who wants your own work to improve, then wants to sell the skill.
  • You already use AI every day, and you know the output is not good enough yet, but you cannot say exactly why.

No coding background is needed. You need curiosity, discipline and one real draft to work on. The method carries across disciplines.

This is not a course in copying and pasting AI output. If that is what you are after, this will frustrate you. It is training in responsible support, honest research, strong writing and professional delivery.

Back to top

Section 03What you will be able to do

This list is not a set of topics covered. Every line on it is something you can do on Monday that you cannot do today.

  • Take a brief you have never seen and turn it into a section plan and a word budget in under an hour.
  • Tell a client, before you start, exactly what you will deliver and how you will check it.
  • Build a source pack where every single reference has been verified to exist and to say what you claim it says.
  • Catch a fabricated citation before it reaches a draft, instead of after a supervisor finds it.
  • Look at a paragraph and say whether it is critical or merely descriptive, and then fix it deliberately.
  • Cut two thousand words out of an overlong draft without losing the claim, the evidence or the judgement.
  • Identify which referencing style a document is already using, and repair it inside that style rather than converting it.
  • Make AI-assisted prose read like a person wrote it, without flattening the technical meaning.
  • Run the same three checks on every job before it leaves your hands, so quality stops depending on your mood.
  • Answer the question “why did you do it this way” about any decision in the work, weeks later.
The outcomeYou stop starting every job from zero. You leave with a method, and a method is what you can charge for, teach and hand over.
Back to top

Section 04Why this is not the free advice you have already tried

You have watched the videos. You have saved the prompt lists. You are still doing the work the same way. Here is why.

  • Free advice teaches prompts. This teaches judgement. A prompt stops working the moment the job is slightly different. Judgement travels.
  • Free advice shows you the good example. You never see the bad one. Here you work on real drafts with real problems in them, including the ones that went wrong.
  • Free advice is written for students. This is built for the person being paid. Working on your own essay and delivering to a paying client are two different jobs with two different risks.
  • Free advice has no checking step. Anyone can produce output. The skill, and the fee, is in knowing whether it is safe to hand over.
  • Free advice is a pile of tips, and this is one system, in order. There are nine sessions, and each one takes the previous one as its input.
  • You are in a room, and I answer you. You bring your own work, I tell you what is wrong with it, and you fix it while you are still in the session.

The standard everything here is built around: everything you deliver, you must be able to defend.

A client, a supervisor or a marker will ask why a method was chosen, where a figure came from, or what a source actually found. If the answer is that the machine said so, the work is not ready. That rule runs under every session, and it is the reason clients come back.

Back to top

Section 05The nine sessions

I have taught these in other orders, and the work came back needing to be done twice. They run in this order because each one eats the one before it. You read the job before you research it, you build the evidence before you shape the prose, and you strengthen the argument before you polish any sentences. The checks come last.

The route a client job takes, from reading the brief to professional delivery, with the three quality gates marked SESSION 01 Read the brief SESSION 01 Turn weights into a word budget SESSION 03 Build and verify the sources GATE ONE SESSIONS 04 AND 05 Draft the argument SESSIONS 05 AND 06 Audit the criticality GATE TWO SESSIONS 07 AND 08 Fix citations, then humanise SESSION 09 Edit, then run the checks GATE THREE Deliver Each stage takes the previous one as its input. Working out of order means doing the work twice.
The route a job takes, from a new brief to delivery. The three gates are where the work stops and gets checked before it moves on.
  1. The brief and the rubric Most marks are lost before a word is written, on work aimed at the wrong thing. You learn to read a brief and a marking grid properly, then turn the weightings into a word budget.
  2. What Level 7 means “Make it better” is not an instruction until you can say what better looks like. This session defines postgraduate quality in the argument, the evidence, the tone and the presentation.
  3. Finding sources, and proving they exist You learn where to search, how to judge whether a source is strong enough to cite, and how to verify every reference before it reaches a draft or a client.
  4. Condensing Two jobs share one name here. The first is pulling the useful evidence out of a long source, and the second is cutting an overlong draft without losing what makes it good.
  5. Critical discussion against descriptionDouble length This is the most common marker comment there is, and it is the hardest one to fix by instinct. You move a draft from description to analysis, then you audit the result by counting rather than guessing.
  6. Comparison, and its two modes Two descriptions placed side by side do not make a comparison. You learn how to make writing reach a judgement, whether you are weighing studies or weighing options.
  7. Citations: identify the style, then fix within it You work out which style a document is already using, you repair it inside that style, and you catch the specific damage that automated rewriting does to citations.
  8. Humanisation This session covers what actually gives AI-assisted prose away, and how to fix it without stripping out the technical vocabulary or replacing the writer’s voice with your own.
  9. Editing an existing draft, and the gates You improve somebody else’s draft without taking it over, then you run the three delivery gates that decide whether the work leaves your hands.
The workflow you leave withYou map the brief, you build the source pack and plan the argument, then you direct the AI, draft or edit the text, check the citations, humanise the prose and run the delivery gates.
Back to top

Section 06The quantitative bonus lab

Included with the course, eight parts

Sooner or later the work has numbers in it

This is where I watch most people lose the job. A client turns up with a survey and a deadline, and good writing cannot rescue a weak analysis. The lab takes a quantitative job from a raw dataset to a findings chapter you can verify, explain and defend.

  • Reading the data before you touch it
  • Descriptives and the demographic table
  • Reliability, and when it fails
  • Testing assumptions before the test
  • Choosing the right analysis
  • Turning output into findings

AI helps you with cleaning logic, code drafts, table checks and a first reading of the output. You take over for the method, the thresholds, the verification, and every claim that reaches the client.

One rule runs through all eight parts and I do not bend it: no number ships until a second, independent method reproduces it. The lab is taught live, and you get the working materials in the room.

Back to top

Section 07What you build while you learn

By the last session you are not holding notes. You are holding a kit you use on paying work.

  • A brief map and word budget you reuse every time you scope a new job.
  • A verified source pack with a running reference and evidence log.
  • A prompt library of the instructions that worked, the ones that failed, and why.
  • A decision record that lets you answer questions about the work weeks later.
  • Before-and-after drafts that show a client exactly what your work changed.
  • A delivery checklist built from the three quality gates.

Each week you apply the lesson to your own work, or to a fully anonymised draft you have permission to use. Expect roughly two hours outside the sessions, and a little more after Session 05.

Back to top

Section 08What to bring

  • One real academic draft, your own or a fully anonymised sample you are allowed to use.
  • The brief, the marking grid and any feedback attached to that work.
  • The reference list exactly as it currently stands.
  • The AI-use rules of the institution or programme, if there are any.
  • Access to any AI assistant. The method works across tools, because the value is in the instruction and the checking.

Please do not tidy it first. I would far rather sit with a draft that has a real problem in it than with a polished sample that has nothing left to solve.

Back to top

Section 09Who is teaching you

Taiwo Oladokun, founder and lead consultant at Delight Data Exploration
Your facilitator

Taiwo Oladokun

Founder and Lead Consultant, Delight Data Exploration

Those years went into research design, statistical analysis, academic writing, and the training that makes all three stick. Delight Data Exploration is the practice built around it, based in Abeokuta, nine people strong and registered with the Corporate Affairs Commission for training and management services.

I am not teaching you to press Generate. I am teaching you to think, check and deliver so well that people trust you with serious work.

Taiwo Oladokun
12+years in practice
100+clients supported to completion
9person team
2published books

I hold a BSc in Urban and Regional Planning, awarded in 2023 at Second Class Honours Upper Division, and a National Diploma in Urban and Regional Planning, awarded in 2014 at Upper Credit. Delight Data Exploration is registered with the Corporate Affairs Commission, number 7074697.

Open the full portfolio

Back to top

Section 10How to join

If you want a place, do this now.

  1. Send a message saying you want in. WhatsApp or email, either is fine.
  2. Tell me two things: what you do with academic work at the moment, and what you want to be doing with it in six months.
  3. I will come back to you with the dates, the format and what it costs, and I will tell you honestly if this is not the right fit for you.

Places are limited, because you work on your own draft in the room and that only works with a small group.

If you are not sure yet, send the message anyway and ask. I would rather tell you this is not for you than take your money and waste your Saturdays.

Back to top