T3 Technology
Real-time data, plain answers: how business intelligence works across seven brands
Comparable numbers are the entire point. Getting there is mostly an argument about definitions.
Every service business already has data. What it usually lacks is a number it trusts enough to act on before the month closes.
Why a monthly report is not enough
A conversion rate you learn about on the twelfth of the following month is history. By then the technician who needed coaching has had six more weeks of calls, and the marketing spend that was not working has spent.
The boring part: definitions
When we brought the fifth brand into shared reporting, four of them counted a “booked call” differently. None of them were wrong. They had each solved a local problem and never had a reason to compare.
Most of the work in business intelligence is not engineering. It is getting seven experienced operators to agree on what a word means.
That agreement is what turns a dashboard from a curiosity into a management tool.
What we actually watch
- Booked call rate — by source, by agent, by hour of day.
- Conversion and average ticket — by technician, with tenure alongside so a new hire is not compared against a ten-year veteran.
- Callback rate — the single best proxy for work quality we have found.
- Capacity and dispatch efficiency — how much of a paid day is billable.
- Review volume and rating — over twenty thousand five-star reviews across the group, tracked weekly rather than admired annually.
Making it useful in the field
A dashboard nobody opens is a rounding error. The rule we apply is that every number has a named owner and a decision attached to it. If we cannot say what someone would do differently based on a metric, it comes off the board.
