Mobile Gaming Use Cases/EngineeringEngineering

Does our aimbot detection model maintain precision above 98% and recall above 85% when evaluated against the last 30 days of manually reviewed reports?

Continuously validate anti-cheat ML model performance against human-reviewed ground truth to ensure detection quality and justify automated ban actions

Metrics & KPIs

PrecisionrecallF1 scorefalse positive ratemodel confidence distribution

Required Data

Anti-cheat model predictionsmanual review outcomesplayer aiming telemetryban events

Data Sources

TelemetryData WarehouseSupport Platform

Works with tools like

MixpanelAmplitudeGameAnalyticsFirebase AnalyticsdeltaDNASnowflakeBigQueryRedshiftDatabricksClickHouseZendeskHelpshiftIntercomFreshdesk

How Bruin answers this

Bruin

Bruin AI Data Analyst

Does our aimbot detection model maintain precision above 98% and recall above 85% when evaluated against the last 30 days of manually reviewed reports?

Bruin connects to your Telemetry, Data Warehouse, Support Platform and runs the analysis automatically.

It tracks Precision, recall, F1 score and delivers the answer in seconds, in Slack, Discord, Teams, Google Chat, WhatsApp, Telegram, email, or your browser.

Bruin for mobile gaming

Use cases across every team in your studio, from monetisation to LiveOps, product to engineering. One AI that speaks your data.

Ads Monetization ManagerC-LevelCRM / Lifecycle ManagerData ScientistEconomy DesignerEngineeringFinance / FP&AGame DesignerLiveOps ManagerPlayer Support / CommunityProduct ManagerQA EngineerUA Manager

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