Ease AIA twelve-person business does not need a discovery phase. It needs someone to sit down for an hour, ask what takes too long, and build the one thing that fixes it.
Downtown Toronto AI consultancies get this backwards. They apply enterprise methodology to small business problems, and the mismatch costs you money.
The enterprise playbook doesn't scale down
Enterprise AI projects involve multiple departments, legacy systems, compliance frameworks, and stakeholders who need to sign off on everything. Discovery phases exist because the cost of building the wrong thing is high and the political risk is higher.
A process consultancy working with a hospital or a bank will spend weeks in discovery. They interview people. They map workflows. They document exceptions. They write a report. Then they build.
That makes sense when the build costs $200,000 and the organisation has seventeen departments.
It makes no sense when you run a logistics company in Burlington with eleven staff and one workflow that wastes four hours a day.
What actually happens
You call an AI consultant in Toronto. They're good at what they do. They've worked with recognisable clients. Their site talks about strategy and roadmaps and digital maturity.
You describe the problem: your customer service team spends half the day answering the same six questions. You want a chatbot that handles the common stuff so your people can focus on the hard calls.
They propose a discovery engagement. Two weeks, maybe three. Stakeholder interviews. Process mapping. A prioritisation matrix. A technical feasibility study. A roadmap document.
The quote comes back at $6,000 to $10,000 for discovery. Then another $15,000 to $25,000 for the build.
You expected to spend $8,000 total. You're now looking at $21,000 minimum, and you haven't seen a line of code.
What you actually need
You need someone to ask what the six questions are, pull your existing answers from your site or your email templates, and wire them into a chatbot that your customers can talk to.
That takes two weeks and costs $3,500 to $8,000. You get a working bot, a handoff session, and documentation for whoever needs to update it.
If it doesn't work, you're out $5,000, not $20,000. If it does work, you didn't pay for a deck that sits in a folder.
When discovery makes sense
I'm not arguing against all planning. If you're automating multiple departments, connecting to your ERP, or dealing with regulated data, you need to map dependencies and talk to legal.
Our multi-department programme runs $20,000 to $35,000 over eight to twelve weeks. That's appropriate for a build that touches finance, operations, and customer service in a thirty-person company with existing software that all needs to connect.
It's not appropriate for a single workflow in a team of three.
The pricing you won't see on most sites
I reviewed ten Ontario AI consultancies in August. Five publish no pricing. The other five range from $3,500 to $30,000, with most clustering between $5,000 and $25,000.
Nobody breaks out discovery separately because everyone's still figuring out what this work costs. That ambiguity lets process consultants sell enterprise engagements to small businesses.
Here's ours, in Canadian dollars before HST:
| Build type | Price | Timeline |
|---|---|---|
| Single workflow or chatbot | $3,500–$8,000 | 2–3 weeks |
| Multi-workflow build | $8,000–$20,000 | 4–6 weeks |
| Multi-department programme | $20,000–$35,000 | 8–12 weeks |
Optional monthly support runs $500 to $2,000 depending on what you need. It's month-to-month. If you don't need it, don't buy it.
Don't pay for what you don't need
If you're a small business in Halton, Hamilton, or the GTA and you have one clear problem—customer questions that repeat, proposals that take too long to write, follow-ups that get forgotten—you don't need a roadmap. You need the problem fixed.
A discovery phase that costs $8,000 and takes three weeks is not wrong because consultants are greedy. It's wrong because it's solving a different problem than the one you have.
The downtown firms are good at what they do. They're just not set up for a twelve-person manufacturer in Grimsby who needs one workflow automated and needs it done in three weeks for under $10,000.
The grant that actually pays for planning
If you do want a formal plan—maybe you're not sure which process to start with, or you're applying for a larger grant that requires one—Ontario's DMAP programme exists specifically for this.
The Digital Modernization and Adoption Plan covers up to $15,000 at 50% match to hire a consultant to produce a digital adoption plan. You pay half, the Ontario Centre of Innovation pays half, and you get a document that prioritises what to build and in what order.
DMAP is first-come, first-served. Ontario added $5 million in May 2026. It requires a letter of support from a rostered consultant, but OCI permits case-by-case approval of a consultant a business identifies itself.
More detail is on the Ontario AI grants page. If you're outside Ontario, this doesn't apply to you.
When to call someone in Toronto versus someone in Burlington
Geography matters less than it used to, but it still matters.
If you're in Oakville or Milton and you want someone to sit in your office for an afternoon and watch how your team actually works, a consultant in Burlington shows up. A consultant in downtown Toronto sends a Zoom link.
If you need deep expertise in a regulated vertical—healthcare AI, legal tech, financial compliance—the specialists are mostly in Toronto. If you need a chatbot that answers customer questions or a workflow that sends follow-up emails, you don't need a specialist. You need someone who builds working software and doesn't charge for theoretical frameworks.
I work alone. Enquiries reach me directly at info@easeaiworks.com. I serve Burlington, Oakville, Milton, Hamilton, St. Catharines, Grimsby, London, Mississauga, and Toronto in person, and the rest of Canada and the United States remotely.
If you're a twelve-person business and someone's trying to sell you a $10,000 discovery phase, call me instead. If you actually need the discovery phase, I'll tell you that too.
What to do next
Look at the pricing page if you want the numbers without a sales call. Use the ROI calculator if you need to justify this to someone who signs cheques. Book a call from the contact page if you want to describe the problem and get a fixed quote.
If the answer is "don't buy this yet," I'll say that. The cost of building the wrong thing is higher than the cost of waiting until you know what the right thing is.