Choosing software · November 8, 2026 · 5 min read

How to Measure the ROI of Traffic Control Software

A practical way to estimate what operations software is worth to a traffic control company, using your own numbers: admin hours, missed billing, equipment losses and payroll records, without borrowed statistics.

Traffic OS — traffic control operations manager reviewing dispatch and billing numbers

By The Key Bot

In this article+
  1. Step one: baseline four things
  2. Step two: price it with your own rates
  3. Step three: compare against the real cost
  4. Where the dollars usually hide
  5. Where software will not help
  6. How to present it internally
  7. Step four: be honest about what you cannot price
  8. A simple template

Most software ROI claims are written by the vendor and fail the first question a skeptical owner asks: whose numbers are these? We do not have an industry-wide figure to hand you, and we would not trust one. What you can do is measure your own shop before and after, with arithmetic simple enough to check on a napkin.

Step one: baseline four things

Pick measures that software would plausibly change, and record them for two to four ordinary weeks.

  1. Office hours on dispatch and billing admin. Count the hours your dispatcher and billing person spend rebuilding the schedule, chasing tickets and keying invoices. Multiply by the loaded hourly cost, using the approach in flagger labor cost per hour as a template.
  2. Work done but never billed. Pull one month of completed jobs and match them against invoices. Every ticket without an invoice, and every extra device-day or standby hour that was never charged, is revenue left behind. The daily ticket to invoice workflow shows where these usually leak.
  3. Equipment you could not account for. Run a cycle count and note units you could not place, plus anything lost or damaged and not charged back. See inventory cycle counts.
  4. Hours spent assembling payroll. Time the weekly job of turning field hours into pay.

Step two: price it with your own rates

For each measure, multiply the weekly figure by 52 and by your own cost. Keep the arithmetic visible: hours, rate, result. If a number depends on a guess, label it as a guess.

A note on payroll, because it is where software is easiest to oversell. The Department of Labor says covered employers must keep records of hours worked each day and total hours each workweek, along with pay basis, regular rate and overtime earnings, per its recordkeeping fact sheet. On overtime, the DOL's overtime page says non-exempt employees must be paid at least time and one-half their regular rate for hours over 40 in a workweek. Software does not change those rules. What it can do is capture hours with a GPS time clock at the source so the records exist without retyping. Whether a specific rule applies to your workers is a question for your payroll advisor or the agency, not for a blog post. For the operational side see GPS time clocks for crews and overtime and FLSA basics.

Step three: compare against the real cost

Compare against total cost, not the sticker price. That includes setup time, training, any integrations and, importantly, what the price does as you hire. Per-user versus flat-tier pricing walks through that, and total cost of ownership covers the hidden items. Traffic OS lists flat monthly tiers on the pricing page, so you can run this comparison at your projected headcount.

Where the dollars usually hide

Owners tend to look for ROI in the obvious place, labor saved in the office, and then find the bigger number somewhere else. These are the places worth checking, in the order we would check them.

Billing leakage. Look at the gap between what the crew did and what the customer was invoiced for. Standby time, a second arrow board added mid-shift, an extra day on a rental kit, a mobilization charge on the rate sheet: each is easy to forget when a ticket is retyped days later. The check is cheap. Take 30 completed tickets, compare each line to its invoice, and count the differences. If you find none, the software's billing value to you is lower than you thought, and that is a useful result.

Slow invoicing. Time between job completion and invoice sent is cash you are financing. You do not need a statistic about the industry. Measure your own median days from completion to invoice and from invoice to payment. See getting paid faster. If software shortens the first number, cash arrives sooner, and you can put your own cost of capital against it.

Dispatch errors. Count the times in a month a crew arrived without the right device, a certified flagger was not available, or two jobs were promised the same truck. Each one has a cost: a return trip, an overtime hour, an unhappy customer. These show up in your text threads if you look. Tracking crew qualifications before dispatch covers the second one.

Equipment you cannot place. A yard count that finds units missing, or units sitting at a job site long after the work ended, is the clearest equipment return. If you charge a recurring rental, a forgotten device is also unbilled rent.

Where software will not help

Be skeptical of a case that depends on any of these.

  • Fixing a process you have not defined. If nobody agrees on what counts as a billable standby hour, software will record the disagreement faster.
  • Replacing judgment. Software does not decide whether to accept a rush call. It can tell the dispatcher who is available and what the truck has on it.
  • Overnight culture change. Crews who have used paper for years need a rollout. See rolling out software to your crews. Count adoption time as a cost for the first month.

How to present it internally

If you have partners or a bank in the conversation, present the baseline, the assumptions and the post-switch measurement, in that order. A one-page table with your own numbers and a clear note on what is a measurement and what is an estimate will carry more weight than any vendor chart, including ours. We do not publish customer outcome figures here because we would rather you generate yours.

Step four: be honest about what you cannot price

Fewer ticket disputes, a cleaner record when an agency asks questions, and fewer late-night calls are real. Write them down as qualitative benefits. If the case only works when you count them, it is not yet a case.

A simple template

MeasureWeekly baselineYour rateAnnual cost
Dispatch and billing admin hoursyour countloaded hourlyhours x rate x 52
Unbilled workyour count from the invoice matchaverage billablemonthly total x 12
Unaccounted or uncharged equipmentfrom cycle countreplacement costyour count
Payroll assembly hoursyour countloaded hourlyhours x rate x 52

Sum the column, subtract the annual software cost, and re-measure after four weeks live. If the result is not clearly positive on measured numbers alone, wait.

When you are ready to test it against your shop, see the features, compare ServiceTitan, and book a demo with your own baseline in hand.

Frequently asked questions

Is there an industry-standard ROI figure for traffic control software?+

We are not aware of a credible published one, and we do not quote one. Your own numbers are the only ones that matter: hours spent on dispatch and billing admin, tickets that never became invoices, equipment you could not find, and time spent assembling payroll.

Which costs does flat-tier pricing change?+

It makes the software line fixed as headcount grows. With per-seat pricing the cost rises each time you add a flagger, a lead or an office hire. Compare the total at your expected headcount in a year, not today.

How long should I measure before deciding?+

Capture a baseline for two to four weeks before you switch, then compare the same measures after. A single busy or slow week proves nothing.

What about benefits that are hard to price?+

List them, but keep them out of the headline number. Fewer disputes, a cleaner audit trail and less after-hours scrambling are real, but a case that only works if you count them is a weak case.