Three Trade Partners. One common reality: good people drowning in mundane administrative work. Here's how we helped - without replacing anyone or changing how their business feels to run.
Your people are your greatest asset. Rather than replacing Team Members with technology, we use automation to free them from repetitive tasks so they can focus on work that actually requires their expertise.
Commercial & Industrial Electrical Contractor | Southern Ontario
A family-owned electrical contractor serving the ICI market with 52 Team Members including licensed electricians, apprentices, and a dedicated office team of five. Work spans industrial facilities, commercial tenant improvements, and institutional projects including schools and healthcare.
Over two decades, the company had accumulated an enormous volume of institutional knowledge - product specs, client preferences, supplier contacts, warranty docs, and project histories. The problem: this knowledge lived scattered across email inboxes, shared drives, filing cabinets, and individual Team Members' memories.
A project manager needed to know what LED fixture they'd used on a similar project three years ago. What should have been a two-minute answer turned into a 45-minute search through old emails, project folders, and phone calls to suppliers.
The office team estimated they were collectively spending 8-10 hours per day - across five people - just searching for information that already existed somewhere in the company's records. At fully-loaded office rates, that represented over $70,000 annually in lost productivity.
The information existed - but finding it was like looking for a needle in a haystack. Except the haystack is twenty years of emails, shared drives, and filing cabinets.
We built an AI-powered knowledge system that indexes and understands the company's full document archive. Team Members ask questions in plain English through a simple chat interface and receive answers drawn from their own records - with citations to source documents for verification.
Within three months, the office team recovered ~1,900 hours annually. The company absorbed a 20% increase in project volume without adding overhead. Institutional knowledge that previously lived only in senior Team Members' heads became a shared, searchable asset.
If your team is spending hours searching for information that already exists somewhere in your records, we can help.
Get In TouchStructural Steel Fabrication & Erection | Eastern Ontario
A steel fabricator and erector serving the ICI market across Ontario with 45 Team Members across fabrication shop and field crews. Founded by two brothers who started with a single CNC plasma table, the company earned preferred Trade Partner status with several major General Contractors.
Their single estimator was highly skilled at pricing steel packages and understanding complex structural requirements. But a growing portion of his time was being consumed by reading through thousand-page bid documents, reviewing addenda, summarizing RFIs, and making bid/no-bid decisions.
A typical ICI tender package arriving at the office included 200+ pages of specifications, dozens of drawing sheets, and supplementary documents. Before the estimator could begin actual pricing, he needed to review all of this material to understand scope, identify steel requirements, and flag risks.
Document review was consuming 3-4 hours per bid opportunity minimum. With multiple opportunities arriving weekly, the estimator was spending more than half his time on document review rather than the skilled estimating work that required his expertise. They were passing on bids simply because he didn't have time to get to them.
We implemented a document analysis system designed for construction estimating workflows. It generates structured summaries of bid packages, provides preliminary bid/no-bid recommendations based on the estimator's own criteria, reviews addenda for scope-relevant changes, and summarizes RFIs for the shop floor. The estimator makes all final decisions - the system handles the reading.
Bid submissions increased 60% with a consistent win rate - directly translating to revenue growth. The owners had been trying to hire a junior estimator for over a year without success. The system eliminated that hiring need entirely, and the senior estimator's hours returned to a sustainable level.
HVAC & Plumbing Contractor | Western Canada
A second-generation mechanical contractor specializing in HVAC and plumbing for mid-rise commercial and institutional projects. 62 Team Members including journeyman plumbers, sheet metal workers, and refrigeration mechanics. Project scope typically ranging from $500K to $3M in mechanical work.
The company's office manager had been with them for 18 years - exceptional at her job, but that job had grown impossibly large. Between AP, AR, and project billing, she was drowning in paper.
The company processed ~400 supplier invoices per month. Each needed to be extracted from emails, matched against POs and delivery tickets, coded to the correct project, verified, and entered into accounting. The office manager estimated 15-20 hours per week on AP alone.
Receivables were equally painful - progress billing, holdback calculations, change order tracking. Collections were reactive. The average collection period had crept to 58 days, nearly two weeks longer than industry standard, because there simply wasn't time for proactive management.
We implemented a comprehensive system covering AP automation (auto-extraction, PO matching, discrepancy flagging), delivery ticket reconciliation, AR management with automated aging and payment reminders, and a centralized payment status dashboard. The goal: protect staff from burnout and eliminate the need to hire.
AP dropped from 15-20 hours/week to ~5 hours. The automated matching caught $47K in billing errors and pricing discrepancies in the first six months. Collections improved from 58 to 44 days. The office manager's work week returned to a sustainable 42-44 hours, and she took on strategic responsibilities she never had time for before.
Sample: 1.5 Hours Saved Per Day
Average Ontario construction office wage: ~$28-35/hour fully loaded
1.5 hrs/day × $32/hour = $48/day saved per Team Member
$48/day × 250 working days = $12,000/year per Team Member
5 office Team Members = $60,000+ annual productivity recovery
This doesn't count the avoided cost of hiring additional staff. In each case, clients eliminated the need for at least one new hire - at typical fully-loaded costs of $65,000-75,000 annually, the overhead savings alone often exceed the investment in automation.
Tell us about your situation and we'll show you what's possible.
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