AI strategy & business consulting

We do not start with AI. We start with where the business is losing time.

Most AI consulting arrives with a tool and goes looking for somewhere to install it. That is a doctor handing you an MRI machine and calling it a diagnosis.

We do the opposite. We go inside the business, interview the people actually doing the work, map where it stalls, and come back with a ranked picture of what to fix, what it is worth and what to build first.

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On this page

01 Start here

What is AI consulting, in plain terms?

It is not someone coming in to install software. Nobody arrives with a product and sets it up.

AI consulting is a structured examination of how your business actually runs, followed by an honest recommendation about where technology should be applied, where it should not, and what that decision is worth to you in hours and money.

Think of an architect surveying a building before anyone draws plans, or a doctor examining a patient before writing a prescription. The examination is the work. What gets built afterwards is a consequence of it.

Step 01

We look

Interviews and observation

We sit with the owner and the people holding the work, and we ask what they actually do all week. Not what the process document says. What really happens, including the parts everyone works around.

Step 02

We measure

Hours, money and repetition

Every problem we find gets a number attached. How many hours a week it eats, how often it recurs, what it costs when it goes wrong. Without numbers you are choosing between opinions.

Step 03

We recommend

Ranked, with an order

You get a ranked list of what to change, what each change is worth, what it will take, and which one to do first. Some recommendations involve AI. Several usually do not.

What you are buying is a decision you can trust. The technology is downstream of it.

02 The frame

We are business operators who happen to know AI.

That distinction changes every conversation. An AI specialist walks in asking where AI fits. An operator walks in asking what is costing you money, and only then decides whether AI is even the answer.

Sometimes it is not. Sometimes the fix is removing an approval step, or writing down a process that only lives in one person's head. We will tell you that, and we will not sell you a system you do not need.

We have run the businesses we are describing. We know what it is to hold marketing, clients, reporting and follow-ups at once, and to have every decision route back through you.

If AI is the first thing on the table, nobody has looked at the business yet.

03 The audit

Four stages. We interview the business before we design anything.

The audit is a paid engagement and a deliverable in its own right. You own what comes out of it whether or not you ever build with us.

Stage 01

The company meeting

Leadership together · 2 to 3 hours

The business itself, before the people. Where it came from, what it is for, what the next ninety days, twelve months and ten years are supposed to look like, and what the real driver is behind all of it.

Stage 02

The owner, as an employee

Owner alone · 90 minutes or a full day

We flip the lens and treat the founder as a member of staff. What do you actually do all week, where do you drop the ball, what is falling behind, who are you waiting on, and what wakes you at three in the morning.

Stage 03

Stakeholder interviews

Key people, one at a time · 90 minutes each

We speak to the people who hold the work, never the whole company. Their role, their week, the most repetitive thing they do, and precisely where the handoffs between teams break.

Stage 04

Validation

Back to leadership · 60 to 90 minutes

Before any presentation, we test what we found against what you see. It is the stage that catches the politics, the sensitivities and the recommendation that was never going to survive contact with the room.

We interview the people who hold the work, not everyone with a login.

04 The questions

Pain is the hero. Not the technology.

We never ask where AI fits. We ask about the work. These are the questions that do the real excavating, asked one at a time, with the silence left in.

What do you actually want? Not what the business needs. What you want.

What is the biggest pain right now, and what is it costing you in time or money?

How long have you had it?

If nothing changes, where is this business at the end of the year?

Walk me through the systematic things you do as a regular part of your job.

Where do you drop the ball?

What is falling behind right now?

Where are you waiting on other people?

What is the most repetitive thing you do every week?

What do you hate most, as a person, about this work?

Where do your clients get stuck in your handoffs?

If I gave you a magic wand, and money and technology were no object, what would solving this look like?

05 The deliverable

You end the audit knowing exactly what to build and what it is worth.

06 How we decide

Not everything should be automated. Most things should move one step.

Every task in the business sits somewhere on this line. The win is usually moving a task one place to the right, not jumping it to the end.

Manual

A person does the whole thing, every time, from scratch.

Assisted

A person still does it, but the system drafts, gathers or checks alongside them.

Delegated

The system does the work and a person reviews and approves before it goes out.

Automated

It runs without anyone watching, because the stakes and the edge cases allow it.

07 Your team

The moment your people think this is about cutting jobs, the honest answers stop.

So we say the opposite out loud, at the start of every interview. We are here to help you do more by doing less. Your employer is invested in you and does not want you to leave. The worst outcome we could report is that you were unhappy here and nobody knew.

We report themes, never names. If three people raise the same problem, the owner hears the problem, not who said it. That rule is what makes stage three worth running at all.

And where something needs to reach leadership because it is genuinely harming the business, it still reaches them anonymously.

08 Fit

This works well for some businesses and badly for others.

A good fit

Where the audit pays for itself

  • Founder-led or leadership-led, where the decision maker is in the room.
  • Enough process that the same work repeats every week.
  • Willing to let us speak to the people who actually hold the work.
  • Ready to act on the findings this year, not file them.
  • Wants to grow without adding headcount at the same rate.

Not a fit

Where we would say no

  • Looking for a list of tools rather than a look at the business.
  • Wanting the audit given away as a free step towards a build.
  • Large enough that the work belongs to a procurement process.
  • Unwilling to put a boundary around what stays human.
  • Hoping AI will substitute for a decision nobody wants to make.

09 The path

Four steps, and you can stop after any of them.

01

Intro call

We learn what you do, what is hurting and whether this is worth either of our time. No proposal attached.

Free
02

The audit

The four stages above. Interviews, mapping and the ranked opportunity picture, delivered as a document and a presentation.

Paid engagement
03

The blueprint

We present the findings to your leadership, agree the first build and the order of everything after it. Yours to keep either way.

Included in the audit
04

The build

If you want us to, we build what the blueprint recommends and embed it inside the real workflow. Entirely optional.

Separate engagement

10 Questions

What people ask before they commit.

Why is the audit paid when other firms give it away?

Because it is the most valuable thing we produce. A firm that gives away the diagnosis is giving away the expensive part in order to sell the cheap part, and it shows in how shallow the diagnosis is. You buy the audit, you own the audit, and you are free to take it elsewhere or do nothing with it.

Do we have to build with you afterwards?

No. The audit is complete in itself. Plenty of what it recommends is work your own team can do, and we will say so where that is true. The build is a separate decision and a separate engagement.

How many of our people will you need?

Fewer than you expect. We speak to the owner and to the people who hold the work, usually no more than five, never the whole company. Interviewing everyone produces volume, not insight.

What if the answer is that we do not need AI?

Then that is the finding, and you will get it in writing. Some of the highest-value recommendations we make involve removing a step, fixing a handoff or documenting a process, with no technology attached at all.

Will our team think this is about replacing them?

They will wonder, which is why we address it in the first minute of every interview and why we report themes rather than names. The audit consistently ends up protecting roles by removing the invisible work that was burning them out.

How long does it take?

It depends on how many people hold the work. A founder-led business can be interviewed in a single long day. A leadership team with several stakeholders runs across a few days, with the validation session and presentation after that.

11 Next step

Tell us what is not working. We will work out what it is costing you.

You do not need to arrive with a brief, a shortlist of tools or a view on what should be automated. That is the work. Bring us the part of the week that keeps going wrong.

Book an intro call toronto@alc-he-mix.net

A first conversation, no proposal attached.