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The solo model

Nothing is ever taught to a group. One person at a time, always.

Every training session and every adoption engagement here runs between two people: the person whose work is changing, and me. An organisation of twenty-five is not one delivery for twenty-five — it is twenty-five intakes, twenty-five roadmaps and twenty-five sets of sessions, because twenty-five people do not share a job, a tool set or a starting point.

Every session, without exception
1:1Every session, without exceptionNo format in the catalogue puts two learners in the same session — not for individuals, not for teams, not for enterprises.
Group formats offered — none, at any scale
0Group formats offered — none, at any scaleThere is no cohort, no batch and no classroom option to fall back on, so nothing quietly reverts to one-to-many under deadline.
People to programmes, one for one
25 → 25People to programmes, one for oneAn organisation of twenty-five gets twenty-five intakes, twenty-five roadmaps and twenty-five delivery plans, each built and run separately.
The person who scopes it delivers it
1 of 1The person who scopes it delivers itThe intake, the roadmap and every session are the same two people, from the first call through to the final review.

Six principles

What “one at a time” commits us to.

These are not aspirations. Each one is a constraint on what can be sold, and each one costs revenue in a way a group format would not.

01

The roadmap starts from how you actually work

Before anything is prepared, we go through a normal week of yours — the recurring tasks, the tools they happen in, the parts you quietly dread. The programme is then written against that list. Nothing generic is taught, because there is no generic person here to teach it to.

02

Nobody is asked to expose what they do not know

There is no moment where you demonstrate a skill in front of your manager, or in front of the colleague who is better at it. The only other person present is the one teaching. Questions that would be humiliating in company get answered in the first ten minutes instead.

03

The sponsor names the outcome, not the route

An organisation-wide engagement begins with the sponsor stating what has to be true in ninety days. That standard is fixed and shared with everyone. How each person reaches it is settled in their own intake, because a finance lead and a support lead do not arrive there by the same road.

04

Twenty people means twenty programmes

Scale here means running the method more times, never putting more people into one delivery. Each person gets their own intake, their own roadmap, their own sessions and their own follow-up. The sponsor sees a single rollout; each person experiences a programme built for them alone.

05

You do not need an employer to buy this

A recruiter, an accountant, a lawyer, a support professional — anyone raising their own proficiency can engage directly, with no company sponsor and no team to be slotted into. The intake is identical, the roadmap is identical, and the work we practise on is your own.

06

An engineer can sit inside the work itself

Where the gap is a system rather than a skill, a forward deployed engineer is placed with you for a month or more, inside your office or your working hours. They watch how the work actually happens, then build the AI layer for it — one component's automation, or an end-to-end design.

Solo against shared

What group training does well, and what it cannot do

Group training is not a fraud, and pretending otherwise would be dishonest: it is genuinely cheap per head, genuinely fast to schedule, and the right instrument for announcing a policy or a new tool. It is simply not an instrument for changing how one named person works on Monday morning.

Cost per head

A group class: Genuinely low, and it falls further with every extra person, because one delivery covers all of them.

A SoloZ solo track: Quoted per person, because it is delivered per person. That is the honest trade for a programme built around one named week.

Speed of scheduling

A group class: One date, one invitation, one delivery. A rollout can be booked in an afternoon and reported as done that week.

A SoloZ solo track: Slower to lay out. Each person needs an intake and their own slots, sequenced over weeks in an order the sponsor sets.

Who the content is built for

A group class: The median of the people booked — defensible, consistent, and precisely nobody's actual job.

A SoloZ solo track: One named person's tasks, tools and habits, collected in an intake before a single slide or example is prepared.

The least confident person

A group class: Stays silent. Asking the basic question in front of a manager and peers costs more than not knowing the answer.

A SoloZ solo track: Asks it in the first ten minutes, because there is no one to be measured against and no impression being formed.

How progress is judged

A group class: A completion list and a satisfaction score — both of which measure the day itself, not the work that follows it.

A SoloZ solo track: Whether the named tasks from that person's intake are being done differently a month later, checked against that list.

The week afterwards

A group class: A shared handout and an open channel. Whoever was already confident applies it; the rest return to old habits.

A SoloZ solo track: Follow-up sessions against that person's real backlog, with the next task to convert already named and agreed.

One day, then nothing. Or one step at a time, on your own work.

The vertical axis is working proficiency — what someone can actually do on a Tuesday, not what they can recall from a slide.

  • Solo track
  • One shared day
CuriousCopy-pasteRoutine useOwns a workflowBuilds automationsStartWk 2Wk 4Wk 6Wk 8Wk 10Wk 12Solo trackShared day
Illustrative. It draws how the two delivery models are designed to behave — a single event against a sequence of sessions on your own live work — and it is not a measurement of any client. The shape of the upper line is the whole argument for solo delivery: small steps taken on work you have to repeat next week are the ones that stay.
Read this chart as a table
Illustrative working proficiency by week under each delivery model
WeekSolo trackOne shared day
StartCuriousCurious
Week 1Copy-pasteCopy-paste
Week 2Copy-pasteCopy-paste
Week 3Routine useCopy-paste
Week 4Routine useCopy-paste
Week 6Owns a workflowCopy-paste
Week 8Owns a workflowCopy-paste
Week 10Owns a workflowCurious
Week 12Owns a workflowCurious

How much of a shared day is actually about you?

Move the slider to the size of the team you were thinking of putting in one room.

14people

One day shared by 14

26min

of the day is about your work, at best.

A solo track

360min

of one-to-one session time, and every minute of it is about your work.

Six hours of session time divided by the number of people sharing it. That is arithmetic rather than a claim — and it is generous to the shared day, because it assumes attention divides perfectly evenly between everyone in the room, which it does not. A Solo Track is six one-to-one sessions of sixty minutes — the same total session time, and every minute of it spent on your own files.

One curriculum, 6 roles

Each square is one session against one person’s real work. A fixed session can be built around one way of working, so the rest of the column is somebody else’s job.

Coverage of each role’s own work by each session of a fixed curriculum
S1S2S3S4S5S6
Support leadBuilt around this roleNot this role’s workNot this role’s workNot this role’s workNot this role’s workNot this role’s work
Credit controlNot this role’s workBuilt around this roleNot this role’s workNot this role’s workNot this role’s workNot this role’s work
RecruiterNot this role’s workNot this role’s workBuilt around this roleNot this role’s workNot this role’s workNot this role’s work
Account execNot this role’s workNot this role’s workNot this role’s workBuilt around this roleNot this role’s workNot this role’s work
Ops managerNot this role’s workNot this role’s workNot this role’s workNot this role’s workBuilt around this roleNot this role’s work
In-house counselNot this role’s workNot this role’s workNot this role’s workNot this role’s workNot this role’s workBuilt around this role

6 programmes, one each

The same 6 people, each with their own sessions built from tasks they submitted. Every square is their own work, because there is nobody else in the session.

Coverage of each role’s own work by each session of their own solo track
S1S2S3S4S5S6
Support leadBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own work
Credit controlBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own work
RecruiterBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own work
Account execBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own work
Ops managerBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own work
In-house counselBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own workBuilt around this person’s own work
Structural rather than measured. It follows from what a fixed curriculum is: one session can be built around one way of working, and a controller, a recruiter and a support lead do not share a working week. The right-hand picture is what happens when the curriculum is assembled after the intake instead of before it.

The part nobody prices in

Confidence is a delivery constraint, not a soft concern

The person who most needs the training is almost always the person least willing to be seen needing it. Put them in a session with eight colleagues and a manager present, and the arithmetic is immediate: asking the basic question costs more socially than not knowing the answer costs professionally. So they stay quiet, nod in the right places, and leave with exactly the habits they arrived with. The delivery is recorded as complete. Nothing has changed.

This is not a matter of temperament, and it is not fixed by announcing that there are no stupid questions. It is fixed by removing the audience. One to one, there is no colleague to be ranked against and no manager forming a view, so the first question asked is usually the one that was actually blocking the work — how to open the thing, what the model is doing with the document, why yesterday’s attempt produced nonsense. Those questions are never asked in company, and they are the ones that matter.

The same holds at the top, and is discussed far less. A director of twenty years will not admit, in front of the team they lead, that they have never used any of this in earnest. One to one, they say it in the first two minutes and the programme starts from there instead of from a pretence. Seniority stops being a reason to learn nothing, and nobody is required to perform a competence they have not acquired yet.

The rule this produces

“Nobody is ever asked to demonstrate what they do not yet know in front of their manager, or in front of the colleague who is better at it.”

It is the only rule here that has no exception and no premium tier. Every other design decision on this page follows from it.

How it works

Five steps, and every one of them happens with one person.

The same sequence runs whether you are buying it for yourself or a sponsor is buying it for twenty-five people. In the second case it simply runs twenty-five times, separately.

  1. Fit call

    20 minutes · free

    Qualification, not consulting. What you or your people do all day, what you have already tried, and whether one-to-one enablement is even the right instrument. If a build would serve you better, I say so here.

  2. Your own intake

    45–60 minutes · one person at a time

    A private conversation about how your week actually runs, task by task. In a team rollout every named person gets their own, and what is said in it is never repeated to a sponsor or a manager.

  3. A roadmap written for you

    Within 3 business days

    Which of your recurring tasks are worth moving, which are not worth touching, and the order to take them in. You read it before anyone else does and can strike anything on it.

  4. One-to-one sessions

    Over 4–6 weeks

    Working sessions on your own live files, with you at the keyboard. Never exercise data, never a shared session, never a pace set by somebody else in the room.

  5. Review, then thirty days

    Closing review · 30-day channel

    A closing review against your own map, a personal SOP pack in the vocabulary of your job, and a written channel for the questions that only appear once you are applying it alone.

At enterprise scale

Twenty-five people, twenty-five programmes — never one class

Twenty-five people means twenty-five programmes. The sponsor states what the organisation needs; every one of the twenty-five is then interviewed alone, given a roadmap built on how that person actually works, and taught one to one — twenty-five separate deliveries, one engineering standard, reported in aggregate and never per person.

  1. Sponsor brief

    Week 1
    Sponsor / organisation
    States what the organisation needs to be true in ninety days, and what it will not fund
    The individual
    Told what is happening and, plainly, that their sessions are not reported upward
    SoloZ
    Turns the sponsor's ambition into named capabilities per role, not a curriculum
  2. Individual intake

    Weeks 1–3 · 25 intakes
    Sponsor / organisation
    Supplies the name list and calendar access, then stays out of the intake conversations
    The individual
    Forty-five minutes on their own work — the tasks, the tools, what they quietly avoid
    SoloZ
    Runs twenty-five separate intakes and records how each person actually works today
  3. Twenty-five roadmaps

    Week 3
    Sponsor / organisation
    Sees the themes recurring across the twenty-five, and where the organisation is the blocker
    The individual
    Reads their own roadmap first, and can strike anything on it they do not want
    SoloZ
    Writes twenty-five roadmaps — different starting points, one engineering standard
  4. One-to-one delivery

    Weeks 4–10
    Sponsor / organisation
    Protects the hours in the calendar and holds that line; there is no attendance table
    The individual
    Rebuilds their own live tasks, alone with the engineer, at whatever pace that takes
    SoloZ
    Delivers each person’s sessions one to one, on their real work rather than examples
  5. Aggregate readout

    Week 11 · then 30 days
    Sponsor / organisation
    Receives a thematic readout — where the twenty-five now stand, what is blocked, what to fund next
    The individual
    Keeps their own SOP pack and an async channel for thirty days after their last session
    SoloZ
    Re-tests each person against their own baseline, and reports only the aggregate
Read across a lane to follow one party through the rollout, or down a column to see what all three are doing in the same week. Nothing in the delivery row ever puts two learners together.

What the sponsor receives — all of it aggregate

  • A thematic map of where the twenty-five now stand, by capability and by function — never by name
  • The tasks that recurred across the intakes, ranked by the hours the organisation loses to them each week
  • Which blockers are organisational rather than individual: tooling, policy, access, approval latency
  • Adoption as an aggregate figure — how many of the agreed capabilities are in daily use, and where they are not
  • A written recommendation on what to automate next, drawn from the roadmaps that kept pointing at it
  • A record of sessions delivered and hours used, so the spend is accounted for without scoring anyone

And what the sponsor never receives

No individual’s performance is ever reported to their manager or to the sponsor. That is not a courtesy, it is the mechanism: a person who believes the session is being graded will demonstrate what they already know and hide what they do not, which is exactly the material the roadmap needs. The sponsor gets themes, counts and blockers — what the organisation should fix and fund. What any one person could not do on day one stays between that person and the engineer.

Where you start

Five rungs, and the one you start from

This ladder has one job: to find where a single person's sessions should begin, so the first hour is neither remedial nor over their head. It is never used to compare one person against another, never scored, and never gathered into a list of who is ahead.

Select a rung to read what it looks like from the inside. Nobody is ranked against anybody else, and where somebody sits is never reported to their manager.

Rung 3 of 5

Regular, on real work

What this looks like
It is part of several tasks a week, and you can tell a careful answer from a merely confident one. You still start from an empty box every time and rewrite the same request from memory.
What your sessions would work on
Sessions move to instructions you keep and reuse, and to giving it your actual documents rather than describing them from memory. Fewer attempts, and far less rewriting.
Read every rung as a table
The five rungs of working AI proficiency
RungWhat it looks likeWhat the sessions work on
1. Curious, barely startedYou have opened an AI tool a handful of times, asked it something, and closed the tab. The work still happens the way it always has, and that is an honest place to begin.Your first sessions take one task you already do every week and do it together, with you at the keyboard. No theory, no vocabulary to memorise, one piece of real work finished.
2. Occasional and ad hocYou reach for it for the odd email or summary, usually when something is already late. The results are uneven, and you would not yet trust it with anything that leaves your desk.We take the two or three tasks you already use it for and make them repeatable — the same instructions, in the same order, producing the same shape of answer each time.
3. Regular, on real workIt is part of several tasks a week, and you can tell a careful answer from a merely confident one. You still start from an empty box every time and rewrite the same request from memory.Sessions move to instructions you keep and reuse, and to giving it your actual documents rather than describing them from memory. Fewer attempts, and far less rewriting.
4. Systematic and reliableYou hold your own prompts, work from your real files, and chain two or three steps into a sequence. Colleagues have begun asking how you did something.Sessions turn your strongest manual sequences into a written procedure — where each handoff sits, what to check before sending, and which step a person must always keep.
5. Builds their automationsYou wire tools together so work happens without you starting it: a trigger, a few steps, an output somebody else picks up. You think in processes now rather than in prompts.Sessions move to the engineering questions — what happens on the bad day, how you know the output is still right months later, and how to hand it over without owning it forever.

How placement happens

Placement happens on your own intake call, with nobody else on it. You talk through two or three things you actually did last week, and the rung is read off that rather than from a test, a quiz or a demonstration. Nothing is timed and nothing is marked. Your rung stays yours; where an employer is sponsoring the work, they are told that a path exists and when it runs, never where you started and never a word of what you said.

Your own programme

What the six weeks actually look like, for one person.

A plan rather than a promise: everything on this line is a scheduling fact — what happens, when, and what you are holding at the end of it.

  1. Day 0

    Your intake

    Sixty minutes, nobody else on the call, walking through a normal week of yours task by task.

  2. Day 3

    Your written map

    Which of your recurring tasks are worth moving, which are not, and the order to take them in.

  3. Weeks 1–2

    Sessions one and two

    The first two tasks off your map, rebuilt on your own live files while you drive the keyboard.

  4. Weeks 3–4

    Sessions three and four

    Harder tasks, and the point at which instructions you keep replace starting from an empty box.

  5. Weeks 5–6

    Sessions five and six

    Chaining steps into a repeatable procedure, and deciding which step a person must always keep.

  6. Then 30 days

    Review and follow-up

    A closing review against your own map, your SOP pack, and a written channel for a further month.

The hard questions

Every reasonable objection to delivering it this way.

Answered without evasion, including the ones where the honest answer is a disadvantage.

Does one-to-one not cost more than putting the whole team through one session?

Per person, yes — more delivery time is bought, and that is stated plainly rather than argued away. The comparison worth making is not delivery time against delivery time, but outcome against outcome. A group delivery happens once and produces real change in the few people who were already going to adopt regardless; most of the rest return to their previous habits inside a fortnight, which is the part nobody measures. One to one, every person on the list has a roadmap written against their own named tasks and a follow-up that checks whether those tasks are now done differently. What is being bought is not more hours of teaching. It is the only version of it that reliably survives contact with the actual job.

How does this scale to two hundred people without taking a year?

It scales by sequence, not by density. The sponsor sets the order — which function matters first, which roles are load-bearing — and the rollout runs in waves against it, so the first wave is working differently before the last has begun. Intakes are short and run well ahead of delivery, and most roadmaps are a handful of focused sessions rather than a long curriculum. The honest constraint is that delivery capacity is capped and always will be, so a two-hundred-person rollout is quoted as a programme measured in months, with the order and the dates written down before it starts. At that size a forward deployed engineer placed alongside the rollout is often the better instrument, because the bottleneck is usually the systems rather than the people.

If every session is private, what does the sponsor actually see?

The sponsor sets the standard at the beginning and sees the rollout against it: how many have completed intake, how many are mid-roadmap, how many have finished, and which capabilities now exist in which function. They also get the pattern that only shows up across many intakes — the same blocked step appearing in six people’s weeks, the tool nobody can use properly, the process that should be automated rather than taught. What the sponsor never receives is a transcript of anyone’s sessions or a ranking of their people by competence. That is deliberate and non-negotiable: the moment such a report exists, everybody works out that it exists, and the silence you were paying to eliminate comes straight back.

Is one at a time not simply slower than getting everyone up to speed at once?

It is slower to finish, and faster to work. A group delivery reaches its conclusion in a day, and its result — mostly nothing, for most of the people in it — also arrives that day. One to one, the first changed task lands inside the first session, for that person, and it stays changed because it was their task. Nobody waits for the slowest person in the delivery and nobody is held at the pace of the fastest. The measure that matters is not how quickly the rollout is marked complete; it is how many working weeks look different afterwards, and by that measure the one-at-a-time route is not the slow option.

What about someone who is already well past the basics?

The intake finds that out before anything is prepared, and their roadmap starts where their ceiling actually is — evaluation and testing of what they build, orchestration across several tools, agents grounded in their own documents, running cost, failure modes, and how to bring their own team along. They are never sat in front of fundamentals they had five years ago. In a shared session they would be doing the opposite job: acting as an unpaid second teacher while the delivery is pitched at the median. It can also turn out that the intake concludes their gap is not a skills gap at all, in which case the honest recommendation is a build or a forward deployed placement, and I will say so rather than sell sessions into it.

FAQ

Questions about how solo delivery actually works

Because teaching several people at once serves the confident and leaves everyone else where they started. When people learn together, the least fluent one stays quiet, never asks the question they actually have, and returns to their desk unchanged — while the pace is set by whoever spoke first. One to one removes that entirely: the whole session is spent on how that specific person works, at the speed they actually learn, on their own live files, tickets and documents. Nobody is asked to demonstrate what they do not yet know in front of a manager or a colleague. It is slower to deliver, and it is the only version that changes what happens on Monday morning.

What it costs

Every engagement is quoted individually — and quickly.

There is no price list here because there is no honest one. What a workflow, an agent or a rollout costs depends on how many systems it touches, how clean the data is, how much of the process is written down, and — for adoption work — how many people are actually in it. A number quoted before knowing those is either padded to cover the unknown or discovered to be wrong halfway through.

What you get instead is a fixed price, in writing, before you commit to anything — and fast enough that it is never the reason a project stalls.

From first contact to a number

  1. 01

    A reply within 24 hours

    From the person who would actually do the work, not an automated sequence.

  2. 02

    A 20-minute fit call

    Qualification only. Which process or which people, how many hours a week, and who signs off. No advice given and no pitch.

  3. 03

    A written proposal within 24 hours of that call

    A fixed price, with the scope caps, timeline, deliverables and payment schedule already in it.

  4. 04

    The price then does not move

    Two revision rounds are included on builds. Anything outside the written caps is quoted and agreed before it happens, never billed as a surprise.

Who on your team should be better at this by next quarter?

Bring one person, one team, or one process that is costing you hours every week. You will have a reply within 24 hours — and if it is not something I can help with, I will say so rather than sending a proposal.

Prefer email? hello@soloz.ai