Veteran-Owned · Virtual-First

Mulhall Analytics LLC

See Our Work

See how we turn a frustrating business problem into clearer information and practical next steps. Every example below is fictional, not a client result or promised savings.

Business performance · Local visibility · Financial records

How we approach a business problem

From “something feels off”
to a practical next step.

Illustrative examples, not real client outcomes

Illustrative contractor example

Starting problem
The owner sees that a job ran late, but labor notes, material receipts, and schedule changes are scattered.
What we might examine
Hours are grouped by task and compared with the estimate. Extra supply runs and waiting time become visible.
Possible next step
A possible next step is a short explanation of the cost drivers and a prioritized plan to consider: prepare materials before dispatch, assign responsibility, and review actual hours after each job.

Illustrative restaurant example

Starting problem
Purchasing feels unpredictable, and the owner cannot easily tell why supply costs rose.
What we might examine
Recent orders are compared with weekly use and vendor prices. Repeated overordering and a price increase stand out.
Possible next step
A possible next step is a simple weekly ordering check and a short list of items and vendors to review first.

Illustrative service-business example

Starting problem
The team stays busy, yet appointments run behind and work sometimes has to be repeated.
What we might examine
The handoff from booking to service is mapped. Missing instructions and unrealistic schedule gaps are identified.
Possible next step
Possible next steps include clearer handoff instructions, a scheduling change to test, and a few measures to review after two weeks.

These examples use fictional situations and contain no client names, testimonials, actual savings, or guaranteed results. What you receive depends on the scope we agree on and the information available.

Fictional examples

See the questions.
See a clearer picture.

Three examples of how useful reporting can support everyday business decisions.

Demonstration using fictional data

These examples use made-up numbers, not client results. The numbers were entered by hand and are not connected to live business software.

Start with the numbers, open the details, then read the question at the bottom. The contractor example shows crew, equipment, and material costs.

Fictional example · Commercial contractor

Job-Costing Dashboard

Which jobs are using more crew time and money than the bid allowed? Start with the budget, compare costs recorded so far, then review the remaining-work estimate.

Original direct-cost budget$80,710
Forecast final cost$94,636Actual costs + remaining estimates
Estimated gross margin37.9%
Forecast gross margin27.2%
Forecast over budget: $13,926Retail pad excavation · Investigate extra machine and crew time.
Explore the cost and margin details

Swipe or scroll sideways to see all columns ↔

EX-101 · Fictional project · USD
Cost driverBudgetActual to dateForecast finalForecast variance
Labor$35,960$26,840$42,700+$6,740
Equipment$21,750$17,936$26,436+$4,686
Materials$18,500$14,200$20,700+$2,200
Other direct costs$4,500$3,300$4,800+$300
Estimated crew hours620
Actual hours to date440
Forecast final hours70080 hours above estimate
Actual margin to date20.2%

Actual margin uses $78,000 earned revenue, not cash collected. Forecast margin uses the $130,000 approved contract. Direct gross margin excludes office overhead, taxes, and financing. Active-job actuals are incomplete and should not be compared with full-job estimates as final results. Based on the existing fictional Mulhall job-costing workbook.

The useful question: Does the remaining work estimate account for access delays, machine time, and additional crew hours?

Fictional example · Service business

Service Performance Dashboard

How do service mix, appointment volume, and staffing capacity fit together?

Completed services120
Average service duration100 min
Recorded service revenue$39,000
Staffing utilization80.0%200 service hours / 250 available hours

Revenue by service category

Routine maintenance$9,000
Repair visits$14,000
Installations$16,000
Explore volume and operational trends
Fictional September service mix
ServiceCompletedMinutes eachService hours
Routine maintenance606060
Repair visits4012080
Installations2018060

Completed services over three months

July96 services
August108 services
September120 services

Utilization counts direct service hours only. Travel, admin time, absences, and revenue collection are not modeled. Higher volume alone does not establish higher profit.

The useful question: Is the remaining capacity usable after travel and administrative work are considered?

Fictional example · Small business

Owner’s Monthly Overview

What changed this month, and which measures deserve the owner’s attention?

September revenue$51,000
Operating expenses$39,700
Operating surplus$11,300Before taxes and financing
Revenue vs. prior month+9.7%

Monthly revenue

July$42,000
August$46,500
September$51,000
Explore expenses and performance

September operating expense categories

Payroll$22,000
Materials$9,500
Rent & utilities$4,200
Other operating costs$4,000
Fictional monthly performance · USD
MonthRevenueExpensesSurplus
July$42,000$33,000$9,000
August$46,500$35,800$10,700
September$51,000$39,700$11,300

Revenue grew 9.7% while operating expenses grew 10.9%. Operating margin is 22.2%. These figures do not measure cash flow or net profit.

The useful question: Why are expenses growing faster than revenue, and which costs need a closer review?

Your business will have different questions, records, and definitions. We agree on those before building a dashboard.