SportsFirst

Stadium Security Software for Sports Venues

Data & reportingWorkflow application4-6 week first releaseAnalyse data

Problem

Security data at a stadium is usually fragmented across door systems, visitor logs, accreditation platforms and incident records. When a security lead needs to investigate an event or prepare a monthly or insurer-facing review, the work becomes manual spreadsheet reconciliation. A dedicated analytics layer can preserve mappings between systems, surface recurring patterns and make historical questions answerable without rebuilding the analysis from scratch.

Product idea

Build a stadium security analytics application that normalises exports from access control, accreditation, visitor and incident systems; supports saved reports and historical person/zone queries; detects configurable anomalies; and produces traceable evidence with every result linked back to its source record. It should support retrospective analysis first, with live alerts treated as a later product phase.

Where the AI agent does the work

The agent sits over the joined access, visitor, accreditation and incident data and answers a specific investigation question in plain language, such as how often a credential opened a given door this month, with the underlying source rows shown alongside the answer. That replaces the spreadsheet reconciliation a security lead currently does by hand each time a question or a review comes up, pulling several exports and matching them manually. Because every answer traces back to its source record, the security team gets a checkable result in the time it takes to ask, rather than an afternoon rebuilding the join from scratch for a question that will come up again next month.

Who it is for

Heads of security, safety officers, venue operations managers and accreditation teams at stadiums, arenas, clubs and federations.

Possible first version

Manual/scheduled data imports, common person/zone model, saved investigation templates, cross-system query screen, anomaly rules, monthly security dashboard, source lineage, query log and PDF/CSV export.

Roles involved
Head of security, Safety officer, Accreditation manager
Relevant to
Venue & stadium operator, Professional club, Federation / governing body, Academy & youth
Systems in play
Access control and door systems, Visitor management tools, Accreditation platforms, CCTV and incident systems

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.

AI Voice Agent for Sports Ticketing & Season Ticket Sales

Questions we get asked

What data do we actually need before the first report can run?

Four exports: a door system access log, the visitor sign-in record, the accreditation spreadsheet and whatever incident log the security team already keeps, each covering the same date range. None need to be clean first. The first report is as much about finding where the four records disagree, a name spelled two ways, a zone code that means different things in different systems, as it is about the patterns themselves. That reconciliation work is worth doing once even if the report never runs again.

Does this replace the reporting our access control system already does?

No. The door system's own logs stay the system of record for what happened at a given door, and this does not try to replace them. What it adds is a view none of your systems produce on their own: a credential's use against its holder's role, an incident count against footfall, a pattern that only shows up once visitor, accreditation and door data sit in the same table. It sits alongside the systems you already have, not in place of them.

Our security team already puts this pack together before every review. Why build a tool for it?

Because the version they build by hand only exists once, right before the review, and gets thrown away afterwards. Nothing carries forward to the next quarter, so a pattern that was building for six months looks like a surprise every time it is discovered. The manual pack is not wrong, it is just expensive to repeat and blind to anything that happened between reviews. If your team is not willing to read a monthly report, though, this will just add a fifth spreadsheet nobody opens.

Who is responsible for acting on what the report flags?

The head of security or safety officer would need to own it, because a flagged anomaly, a credential used unusually often, a gate with repeated tailgating, is only useful once someone decides whether it is a real problem or a false positive. Budget roughly an hour a month to read the report and close or escalate each flag. Nobody checks for this today because nobody currently produces the combined view; the report creates the review point, it does not remove the need for a person to make the call.

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 it

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