Athlete Testing Protocol & QA Software
Sports performance testing software that verifies testing-day protocol, equipment checks, athlete clearance and batch sign-off before results are relied on.
Problem
Testing days run to a printed protocol sheet: calibrate the force plates against the reference weight, check GPS units are charged and paired, confirm each athlete has a current consent form on file, run the battery in the prescribed order, record results. In practice the calibration step gets done from memory because the printed guide is buried under a stack of athlete cards, the consent check is a quick glance at a binder nobody has updated since pre-season, and the paper sign-off sheet that says it all happened goes into a drawer. When a selection decision, an insurer or a parent later asks whether a given jump test was run against calibrated equipment on a consenting athlete, the honest answer is a shrug and a search through a binder that may or may not be current.
Product idea
A mobile checklist built around the shape of a testing day rather than a generic form. It opens with a per-device calibration step — the reference weight reading typed in, a photo of the calibration output attached — for each force plate and GPS unit in use that day. Each athlete then gets a short pre-test gate: consent and medical clearance flag pulled from the athlete list, a warm-up-complete tick, before the test order is presented in the sequence the protocol requires. The lead sports scientist signs off the batch at the end. It does not interpret results or flag performance concerns — that stays with the analysis tools already in use — it only proves the process that produced the numbers was followed.
Where the AI agent does the work
The useful automation here is small and specific: pulling each athlete's consent and medical clearance status onto the pre-test screen automatically, instead of it being a quick glance at a binder nobody has updated since pre-season. The same applies to the calibration gate, which blocks a device's tests from counting as verified the moment a check fails, rather than the failure staying unnoticed under a stack of athlete cards until someone asks about a test result months later. Neither step interprets a result; both remove a specific way the honest answer to "was this properly checked" turns into a shrug.
- Roles involved
- Sports scientist, Strength & conditioning coach, Head of Performance, Performance analyst
- Relevant to
- Professional club, Collegiate athletics, Academy & youth, Federation / governing body
- Systems in play
- Force plate and testing hardware, GPS and wearable tracking platforms, Athlete management systems, Paper inspection forms
A proposal worked through in full
A different problem, taken all the way to architecture, standards and a phased delivery plan — the level of detail any idea here can be developed to.
Sports Coaching & Player Development Platform for FederationsPerformance testing can involve force plates, GPS units, jump tests and other hardware. The test result is only part of the process.
Teams may also need to confirm that equipment was checked correctly, the athlete was cleared to test, consent was current, the warm-up was completed, tests followed the agreed order, and the testing batch was signed off.
This proposed sports performance testing software digitises that testing-day checklist.
One testing protocol workflow
Before testing begins, staff work through the required preparation steps.
Equipment
For each device: device ID, calibration or verification check, a reference reading where applicable, setup confirmation and optional photo evidence.
For force plates, the organisation can record its approved force plate calibration or verification process rather than relying on memory.
Athlete
Before testing: athlete identified, consent current, medical clearance status confirmed, warm-up completed.
Protocol
The application presents the testing sequence in the order defined by the sports-science team.
Prove how the test was run
This athlete testing software does not analyse jump height, force-time curves or GPS output. Those remain inside the organisation's existing testing systems.
Its job is to create an auditable process record: equipment checked, athlete verified, protocol followed, lead signs off. That gives the organisation evidence about how a testing batch was conducted.
Failed checks stay visible
If a required equipment check fails, the relevant device remains flagged until staff repeat the check or record an approved deviation.
The system should not claim a test was verified when the prerequisite step was not completed.
First release
A ten day prototype could include a testing-day template, athlete roster import, an equipment checklist, a force plate verification step, reference-value entry, photo evidence, consent and clearance flags, warm-up confirmation, an enforced protocol sequence, lead sign-off and a PDF batch report.
It would not include direct hardware integrations, automated performance scoring or athlete-management-system write-back.
The opportunity
Existing performance testing software is designed to measure and analyse athletes.
This product focuses on the process surrounding those measurements: was the testing protocol actually followed before we relied on the results?
That is the gap this testing-day quality assurance workflow closes.
Questions we get asked
What do we need to have ready before day one?
An athlete roster with current consent and medical clearance status, and the testing protocol you already run — device order, reference weights, warm-up requirement. There's no need for it to be digitised beyond a spreadsheet; the app is built to match your existing sheet, not to impose a new protocol. If your consent records are not currently centralised, that gap will surface on day one, which is often the more useful discovery than the checklist itself.
Does this replace the software running on the force plates?
No. The force plate or GPS vendor software still captures and stores the actual test data — that is not something this touches or reads from in version one. What it verifies is the step before that: that the device was calibrated and the athlete was eligible to test. Think of it as the sign-off layer sitting in front of tools you already run, not a replacement for them.
Our sports scientists already fill in a paper sign-off sheet before testing. Why change that?
Paper works until someone needs to find last November's sheet, and testing evidence usually gets asked for months after the fact — during a selection dispute or a medical review, not on the day. The test here is simple: does completing this take less time on the floor than the paper version, and can anyone find a specific day's record in under a minute afterwards. If the paper sheet already gets filed somewhere searchable, this is not worth building.
What happens if the calibration check fails partway through a testing day?
The batch is flagged incomplete rather than silently allowed to continue — a failed calibration step blocks that device's tests from being marked as verified until it is redone or a note is added explaining the deviation. It does not stop staff from testing anyway if they choose to; it only stops the record from claiming a check happened when it did not.
Is this your workflow?
Tell us one sports workflow that still runs on paper, spreadsheets, WhatsApp or an outdated system. We will map it and show you what a simpler product looks like.
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