Automated
AI Referee
An automated rules engine that watches every match in real time, validates the result against verified game data, and triggers settlement in seconds. No human needed.
What is an AI Referee?
The AI Referee is a rules engine that runs server-side for every match on PlayStake. It is not a chatbot or a machine learning model making probabilistic guesses. It is a deterministic validator: given a set of game events, it applies the game's rules and checks whether the reported result is consistent with what actually happened.
Every game built on the PlayStake SDK emits a structured stream of events — scores, moves, turn changes, win conditions. The AI engine consumes this stream directly. Players cannot alter it.
How it works, step by step
Match starts
Both players accept the bet and the game session begins. The AI referee is activated and begins listening to game state events.
AI watches in real time
Every score, turn, and outcome event is streamed directly from the game to the AI engine. Nothing is self-reported.
Match ends
The game session closes and the AI receives the final state snapshot.
Validation runs
The AI cross-references the reported result against the full event log. Scores, win conditions, and rule constraints are all checked.
Settlement or escalation
If everything checks out, settlement proceeds immediately. If an anomaly is detected, the match is held and escalated to a human reviewer before any funds move.
Why it's unbiased
Human referees are subject to fatigue, favouritism, and inconsistency. The AI applies exactly the same rules to every match, every time. There is no mood, no prior history with a player, and no financial incentive to skew a result.
Decisions are deterministic: the same input always produces the same output. This makes the system auditable in a way that human judgement fundamentally is not.
- Same rules, every match
- No fatigue or distraction
- No relationship with either player
- Fully auditable decision log
The audit trail
Every AI decision produces a signed verification record tied to the bet ID. The record contains the full event log that was evaluated, the rules that were applied to each event, the intermediate checks, and the final decision.
Both players can view their match's audit record at any time from the bet detail page. The record is immutable: it cannot be edited after the fact, and the signature lets anyone verify the record has not been tampered with.
This gives players a level of transparency that is impossible with a human referee: you can see exactly why you won or lost, not just that a referee said so.
When the AI flags a match
The AI does not force a settlement when it detects something it cannot confidently validate. The following situations trigger an escalation to human review instead:
- !Score mismatch between reported result and event log
- !Missing or corrupted events (e.g. connectivity loss during match)
- !Game ended in an unexpected state (e.g. mid-match disconnection)
- !Replay or timing anomalies that suggest manipulation
When a match is escalated, funds remain in escrow. Both players are notified and the case is assigned to a human reviewer. This prevents the AI from ever making a bad call under uncertainty.
Frequently asked questions
Can the AI be wrong?
The AI applies deterministic rules to verifiable game data — it cannot misinterpret what the game reported. If there is a data integrity issue (connectivity loss, corrupted state), the match is automatically flagged for human review rather than settled.
What games support AI refereeing?
All games built on the PlayStake SDK emit the standard event format the AI engine reads. Game developers can enable AI refereeing when registering their game. The PlayStake-built games (Darts 501, Tic-Tac-Toe, Higher/Lower, and others) support it by default.
What happens if there is a dispute after AI settlement?
Players can file a dispute within 24 hours of settlement. The full AI audit log is pulled into the review. If the log confirms the AI decision was correct, the dispute is closed. If a data error is found, funds are adjusted accordingly.
Who can see the audit log?
Both players in a match can view the full audit record for their specific bet at any time. The log shows every event that was checked, the rules that were applied, and the final decision. It is tied to the bet ID and cannot be altered after the fact.
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