Matchday delay root-cause finder
Problem
Every matchday that runs late gets explained away in the post-match debrief with whatever anyone remembers: "away end was slow again," "steward count was down," "forecast said rain, turnout dropped." The actual timings sit on the printed run sheet, marked up by hand, then filed in a folder or photographed into a group chat and never opened again. Nobody keeps a season-long record of doors-open and kickoff delays against the conditions on each day, so when a duty manager suspects a pattern, such as delays clustering on days with a reduced steward count in a particular zone, there is no way to check it against anything but memory. The same avoidable delay recurs across a season because nobody can point at the evidence that would justify fixing the actual cause.
Product idea
A tool that takes the record of every delay to doors-open or kickoff across a season, the conditions logged for each fixture (steward headcount by zone, turnstile fault entries, weather, published versus actual time), and proposes the likeliest recurring cause with the specific matches behind it, for example "the last five delays to doors-open coincided with a steward shortfall in the away end recorded on the run sheet." It ranks candidate causes by how consistently they appear, not just how recently, and shows its working: the underlying entries, not just the conclusion. It does not predict the next delay or take any automated action. It answers one question for the person preparing the post-season review: what actually keeps happening, and where the evidence for it sits.
Who it is for
Matchday operations managers and duty managers preparing post-season or post-incident reviews, sponsored by the event director who signs off on operational changes.
Possible first version
A single-screen tool that takes a manually uploaded CSV of delay records (date, area, delay length) alongside a CSV of conditions per fixture (staffing by zone, weather, turnstile faults), and returns a ranked list of candidate causes with the supporting rows shown for each. No live connection to run sheets, turnstile systems or staffing rosters in version one; all data enters as an export. No prediction and no alerting: it explains history, not the next fixture.
- Build classification
- Micro-tool
- Rough effort
- 1-2 week prototype
- Roles involved
- Matchday operations manager, Duty manager, Event director
- Relevant to
- Professional club, Venue & stadium operator, League office, Women's league
- Systems in play
- Run sheets and checklists, Incident logging tools, Access control and turnstile systems, Spreadsheets
- Product framing
- Diagnose
Questions we get asked
How far back does our delay data need to go before this is any use?
A season is usually the minimum for a pattern to be more than a coincidence: two or three fixtures are not enough to tell a real recurring cause from noise. If the only record that exists is what is written on filed run sheets, the first job is getting a season's worth off paper and into a spreadsheet, which is manual work in itself but has to happen before any correlation is worth trusting. Areas with only a handful of recorded fixtures should be treated as observations, not conclusions.
We already log incidents separately. Does this replace that?
No. Incident logging tools capture what went wrong on a given day; this looks across many days at one specific, recurring symptom, schedule delay, and asks what conditions keep showing up alongside it. The incident log is a source of evidence for this tool, not something it competes with or duplicates.
Our duty managers already know why matchdays go badly. Why do they need this?
They often have a strong hunch, which is usually right and occasionally wrong, and either way a hunch is not what convinces an event director to change a staffing plan or a supplier. The value here is turning "I think it's the away end again" into a specific list of fixtures and figures that either supports that or points somewhere else. If the hunch turns out to be correct, this makes the case for fixing it faster, not slower.
Does it warn us in real time if today's game is heading for a delay?
No, and that is deliberate. This looks backwards across a season of closed records to find what keeps recurring; it is not a live monitor and makes no prediction about today's fixture. A tool that tried to forecast a live delay from partial, in-progress data would be guessing dressed up as an answer. Real-time readiness is a different job, covered by the control room's live status board.
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.
Tell us about itMore in Matchday & competition operations
- Access control fault pattern finder across fixturesA diagnostic tool that correlates closed access control and turnstile fault records against fixture conditions to show which gates fail, and why, instead of treating each fault as a one-off.
- Late team-sheet change routing and acknowledgement logA workflow that routes a late team-sheet change to every role who needs it and logs acknowledgement, replacing a runner sent round the ground to find people.
- Live readiness board for the matchday control roomA live status board that turns department-by-department readiness checks into one view, with alerts that escalate unresolved items to a named person before kickoff.