Case Studies

Real results for
real businesses.

Every engagement below started with a business owner who didn't know where to start with AI. Here's where they ended up.

6 hrs

Average weekly time saved per client

3 wks

Average time from start to first results

100%

Fixed-price engagements, quoted up front

Property Management · Quick Win Automation

Guelph Property Management Firm

8-person team managing 120+ residential and commercial units

6 hrs

Saved per week

3 wks

To full launch

$2,400

Project cost

The Problem

The team was drowning in tenant inquiries — maintenance requests, lease questions, availability checks. Each one required a staff member to read, research, and write a personal response. At peak, this consumed 6–8 hours a week across the team, and responses were sometimes delayed by 24–48 hours.

What We Built

  • AI triage system that categorizes each inquiry by type
  • Draft responses generated in the company's tone for common request types
  • Staff review-and-send workflow — one click for routine inquiries
  • Escalation flagging for complex or urgent issues

The Result

Routine inquiries now take under 2 minutes to handle instead of 15–20. Response times dropped from 24–48 hours to under 4 hours on average. The team recovered 6 hours of productive time weekly — the equivalent of almost a full day — without hiring anyone new.

Trades & Construction · Quick Win Automation

Kitchener Electrical Contractor

Owner-operated business with 4 electricians and an office admin

75%

Faster estimating

2 wks

To full launch

$1,800

Project cost

The Problem

Producing a quote for a new job was taking half a day. The owner had to visit the site, take notes, look up materials pricing, write up a scope of work, calculate labour, format the document, and email it to the client. Estimates were inconsistent and sometimes took 2–3 days to deliver — long enough for clients to go elsewhere.

What We Built

  • Job intake form the owner fills out on-site from their phone
  • AI generates a complete, formatted estimate from the form data
  • Standard pricing lookup integrated for common materials and labour rates
  • Professional PDF estimate ready to email in minutes

The Result

What used to take half a day now takes 45 minutes, including review and sending. The owner can turn around quotes the same day as site visits — sometimes within hours. Client feedback on quote quality has improved, and the win rate on submitted estimates has gone up noticeably.

Professional Services · AI Readiness Audit + Quick Win

Cambridge Accounting Practice

Solo practitioner with 2 staff, serving 180+ small business clients

4 hrs

Saved per week

4 wks

Audit + build

$2,000

Total cost

The Problem

Tax season meant the team was drowning in client communication — answering the same questions dozens of times, sending status updates manually, and writing personalized follow-up emails for document requests. The principal wanted to grow the practice but couldn't see how without hiring another person.

What We Built

  • AI Readiness Audit first — surfaced 7 automation opportunities
  • Prioritized the highest-impact item: client communication templates
  • AI drafts status updates, document request emails, and FAQ responses
  • Branded in the firm's voice — clients can't tell it's AI-assisted

The Result

Client communication time dropped by 4 hours per week — almost a full day per month returned to billable work. The principal felt comfortable enough with the results to book a Custom Integration for their onboarding workflow next quarter. No new hire required.

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