Midwest Mechanical Services

AI Readiness Assessment
Prepared by AegisBoardroom  |  April 2026  |  Sample Report

Executive Summary

0
Owner working hours per week
Every approval, exception, and non-routine decision flows through one person.
The team of 28 has no visibility into company priorities. There is no delegation framework. The owner is the single bottleneck for every business function, from signing off on purchase orders to approving time-off requests.
0
Employees, zero strategic systems
No CRM, no project management, no internal communication platform beyond group texts.
Technicians receive job assignments via phone calls from the owner each morning. There is no shared calendar, no job status tracking, and no way for the office manager to see which jobs are in progress without calling the field.
0
Lost annual revenue from slow bid follow-up
Bids sit for 3-4 days before follow-up. Competitors respond same day.
Closing rate dropped 12% year-over-year despite stable lead volume. Quotes are prepared in Word documents and emailed manually. No tracking on whether the customer opened the quote or is comparing alternatives.
0
AI readiness score out of 10
Below the threshold for direct AI deployment. Foundational systems needed first.
The score reflects a business that runs almost entirely on manual processes and institutional knowledge held by one person. The technology that does exist (QuickBooks, Google Workspace) is underutilized and not connected.
Operations ▾
Owner working 70+ hrs/week with no delegation framework in place.
Every approval, exception, and non-routine decision flows through one person. The team of 28 has no visibility into company priorities beyond what the owner tells them each morning. There is no org chart, no documented decision authority, and no backup for any management function. When the owner is on a job site, the office stops making decisions until he returns.
Finance ▾
No financial dashboard. Cash position checked via bank app.
No forecasting capability. Vendor payments tracked in a spreadsheet the owner updates on Friday nights. Accounts receivable aging is unknown until the monthly bookkeeper report arrives. Job profitability is estimated, never measured. The $180K in lost revenue comes from bids that expired without any follow-up at all.
Sales ▾
Bid follow-up is manual. Average response time 3-4 days.
Competitors in the same market are responding to bid requests same day. Closing rate dropped 12% year-over-year despite stable lead volume. Leads are tracked in a spreadsheet. There is no CRM, no automated follow-up, and no visibility into which prospects are still active. The owner writes every proposal himself, which creates the bottleneck.
Personal ▾
Classic burnout indicators. Last vacation 4 years ago.
Doctor visits postponed repeatedly. Family time has eroded to the point where weekends are no longer protected. The owner works every Saturday and most Sunday mornings. Sleep patterns are disrupted by late-night spreadsheet sessions and early-morning customer calls. This is not sustainable and represents the single largest risk to the business.

Readiness by Function

0
Overall
Financial Visibility
2/10
No real-time view of cash, accounts receivable, or accounts payable. The owner relies on monthly bookkeeper reports that arrive 2-3 weeks after month-end. Day-to-day cash position is checked by logging into the bank app.
Sales Operations
3/10
Leads tracked in a spreadsheet. No CRM. No automated follow-up. Every proposal written manually by the owner. Pipeline visibility is nonexistent. Win/loss data not captured.
Operational Efficiency
4/10
Some process documentation exists for field work, which lifts this score above others. However, scheduling is entirely manual, dispatch decisions happen in the owner's head, and there is no automation for any administrative workflow.
Marketing
2/10
Zero marketing strategy. All new business comes from referrals and yard signs placed at job sites. No website lead capture. No social media presence. No email list. The company is invisible to anyone outside its existing referral network.
Technology Stack
5/10
QuickBooks for accounting, Google Workspace for email and basic docs, and a basic scheduling app that only the owner uses. These tools work individually but are not connected. No data flows between them. Manual re-entry is the norm.
Owner Sustainability
2/10
Single point of failure for every business function. No backup for any management role. Burnout trajectory is clear: 70+ hour weeks, no vacations, postponed medical care, eroded family time. The business cannot survive an extended owner absence.
Financial (2) Sales (3) Operations (4) Marketing (2) Tech Stack (5) Owner (2)

Three Quick Wins

$0K
Recovered Revenue
Automated bid follow-up replaces forgotten quotes. Close rate increases because you stay in front of the customer while they decide.
Click to see how

Right now, the owner writes every bid in a Word document and emails it to the customer. If the customer does not respond, there is no follow-up unless the owner remembers. Most of the time, he does not. The bid expires and the customer goes with whoever called them back.

An automated system sends the quote, tracks whether it was opened, and follows up at set intervals. If the customer clicks but does not respond, a different message goes out. If three days pass with no activity, the owner gets an alert.

The customer sees a more professional process. The owner stops losing bids to forgetfulness. Based on current bid volume and industry close rates, recovering even half of the lost follow-ups adds $180K to annual revenue.

0+hrs
Weekly Time Saved
Live financial dashboard replaces the Friday night spreadsheet. Cash position, receivables, and job profitability in real time.
Click to see how

Every Friday night, the owner sits down with a spreadsheet and manually reconciles vendor payments, outstanding invoices, and job costs. This takes 2-3 hours and the data is already stale by Monday morning.

A live dashboard connected to QuickBooks shows current cash position when the owner wakes up Monday morning. Receivables aging is visible at a glance. Vendor payments due this week are flagged automatically. Job profitability is calculated in real time as costs are entered.

The Friday night spreadsheet session disappears. The owner makes financial decisions based on current numbers instead of data that is a week old. The 4+ hours saved is conservative; the real gain is making better decisions faster.

0hrs
Owner Hours Reclaimed
Automated dispatch based on technician location and skill set. Morning scheduling sessions eliminated.
Click to see how

The owner currently manages all scheduling by hand. Every morning starts with 30-60 minutes of phone calls to assign jobs. Throughout the day, changes, cancellations, and emergency calls all route to the owner. If a tech finishes early, nobody knows until the tech calls in.

An automated dispatch system assigns jobs based on technician location, skill set, and availability. Techs see their schedule on their phone. Route optimization reduces drive time. When a job finishes early, the next assignment appears automatically. Schedule conflicts are flagged before they happen.

The owner stops being the human switchboard. The 12 hours reclaimed per week comes from eliminating morning scheduling, midday rerouting, and the constant "where should I go next?" calls from the field.

First 30 Days

Week 1
System audit and baseline measurement
  • Full review of accounting software, scheduling tools, and current workflows
  • Staff interviews to understand where time is actually spent
  • Baseline metrics captured: current response times, close rates, scheduling efficiency
  • Inventory of all data sources and manual processes
  • Owner time audit: tracking where 70+ hours actually go
Week 2
Financial dashboard live, gap analysis delivered
  • Financial dashboard connected to QuickBooks, generating live reports
  • Cash position, receivables aging, and vendor payment schedule visible in real time
  • Gap analysis document delivered with ranked bottlenecks and projected impact
  • Owner reviews dashboard daily instead of waiting for monthly bookkeeper report
Week 3
Bid follow-up automated, scheduling pilot launched
  • Automated bid follow-up sequence live for all new quotes
  • Existing open bids loaded into the system with appropriate follow-up triggers
  • Scheduling optimization pilot with 2 technicians to validate routing logic
  • Owner trained on exception handling: what the system handles vs. what needs a human decision
Week 4
Full rollout and first impact measurement
  • Full scheduling automation rolled out to all technicians
  • First impact report delivered: hours saved, bids recovered, visibility improvements
  • Comparison against Week 1 baselines to quantify actual change
  • Roadmap for Month 2 priorities based on what the data shows
  • Owner time re-audit: measuring the actual reduction in weekly hours

This is what Midwest Mechanical received from their AI Readiness Assessment.

Every assessment is built around your specific situation, your numbers, and your constraints. No templates. No generic recommendations.

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