A realistic data-tracking routine doesn’t start with buying more tools. It starts with picking fewer metrics and tracking them consistently. Most clubs fail at data tracking not because they lack technology, but because they try to track everything and sustain nothing.

Female swimmer racing with AIM Systems analysis in use

If your coaching staff has limited hours, you need a routine that survives a busy week. That means choosing a short list of metrics tied to what actually decides races, then checking them on a fixed schedule instead of “whenever there’s time.”

Start with what actually moves finishing time

Research from the Norwegian School of Sport Sciences (Olstad et al., 2020) looked at short-course 100m breaststroke and found that turns made up about 44% of total race time, more than clean swimming at 39%, the start at 11%, or the finish at 5%. That’s a clear signal: if your tracking time is limited, turn performance deserves first priority, not an afterthought.

The same study found that turn-out time got progressively slower across a race, averaging about 0.38 seconds slower by the final turn compared to the first. The cause wasn’t a slower pivot. It was a weaker push-off and a shorter breakout distance as fatigue set in. That’s a specific, trackable pattern — not a vague “turns got worse” observation.

Build the routine around three checkpoints, not ten

For a club with limited staff time, a workable routine looks like this:

  • Weekly: one tracked swim per squad, focused on turn time and breakout distance across all laps.
  • Monthly: a comparison swim against the swimmer’s own past top times, to check whether the late-race turn drop-off is shrinking or growing.
  • Per meet cycle: a full stroke-count and lap-time review, to catch pacing issues before competition, not after.

Notice what’s missing: daily tracking, manual stopwatch splits, and hand-logged spreadsheets. Those consume staff hours without adding much insight if nobody has time to analyze them properly.

Where AIM Systems fits into a limited-time routine

This is exactly the gap AIM Systems is built for. Pool setup takes about 2 minutes, and once a swim is filmed, the system automatically synchronizes, stitches, and analyzes the footage — complete data ready in about 2 minutes for a 50m race, about 4 minutes for a 100m race. A coach doesn’t need to sit with a stopwatch at every turn wall to get turn time and breakout distance for every lap.

Because AIM Systems tracks one swimmer in one lane per automated session, the weekly “tracked swim” checkpoint above fits naturally into a normal training block. No extra meet, no special setup beyond the usual 2 minutes, no added staff burden. The output — a stitched video with data overlaid, plus a spreadsheet — is also ready to hand to the swimmer directly, which cuts down on the coach needing to explain every number verbally.

The monthly comparison checkpoint works the same way. AIM Systems lets you compare a swim lap-by-lap against that swimmer’s own past top times, so you can see directly whether the late-turn drop-off pattern found in the breaststroke research is showing up in your own swimmers’ data, lap by lap.

A data-tracking routine doesn’t need to be exhaustive to be useful. It needs to be small enough to actually run every week, and pointed at the parts of the race that decide outcomes — which for many strokes, means the turns.

If you want to see how this fits your own training schedule, get in touch with AIM Systems. No pressure, just a conversation about what’s realistic for your staff.

Sources

  • Olstad, B.H., Wathne, H., & Gonjo, T. (2020). Key Factors Related to Short Course 100 m Breaststroke Performance. International Journal of Environmental Research and Public Health, 17(17), 6257. https://doi.org/10.3390/ijerph17176257