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RenownAI
Introduction
Match Timeline
Moderator View
Context Overview
Behavior Score
Offenses and Penalties

RenownAI: Smarter moderation, better matches.

We built an AI that actually understands Counter-Strike. It sees the full story: voice comms, timing, teamwork – and helps spot when someone’s being toxic or just tilted.
10 070 824
Game events analyzed
6 490 425
Voice clips processed
812 153
Chat messages analyzed

Understands the full story of every match

We see what actually happened
RenownAI doesn’t just scan chat logs. It watches the full match timeline: voice comms, chat, and in-game actions like teamflashes, team damage, blocking, AFK, and refusing to buy with the team, to understand the full context.
Calls out real problems, not trash talk
RenownAI scores behavior against our policies and flags only what matters. It can tell the difference between normal team banter and actual harassment or griefing.
Humans still make the call
RenownAI builds a clear report: what happened, when, and who was affected, and sends it to a human moderator. That means faster reviews, consistent decisions, and a real person on every serious case.

Example match timeline

0:00
Match started
Pistol round begins
1:43
Team damage
User 1 deals 61 damage with knife to User 3
2:42
Voice comms
User 1 apologizes for accidental team damage
5:45
Economy out of sync
User 1 force-buys while the rest of the team saves
8:23
AFK detected
User 9 inactive for 24 seconds
10:59
Team strategy successful
Coordinated A-site push, full team followed call
16:12
Teamflash
User 4 blinds User 7 for 3.24 seconds
22:01
Voice comms
Hate speech detected from User 7 → flagged for review
28:23
Match ended
Final score: 13 - 6
* Illustrative timeline, a typical match features about 1000 of these events.

Sneak peek of our moderator dashboard

RenownAI automatically flags potential violations, compiles all relevant evidence, and presents it in a clear, actionable overview for moderators.
Moderator dashboard #1Moderator dashboard #2Moderator dashboard #3
These simplified visuals are based on real matches, moderators see more context in practice like full chat and voice timelines. All data shown is copied 1:1 from the internal RenownAI dashboard, only users anonymized and explicit words censored.
Player activity
AFK time, disconnects, quits, etc.
Party dynamics
Understanding who queued together.
Post-match ratings
How teammates rated each other.
Economic decisions
Force-buying when team is saving, for example.
Player history
Behavior patterns across matches.
In-game actions
Team damage, teamflashing, kills, etc.

Feedback that helps you be a better teammate

Offenses and penalties

These are the behaviors we don’t allow, and the penalties for each. The system is consistent, escalates with repeat or severe behavior, and is designed to keep matches enjoyable for everyone.
Behavioral level system
Toxicity and Griefing violations share a universal penalty level system. Your level applies across both categories and automatically escalates with each offense.
Auto-escalation
Any Toxicity or Griefing ban increases your level for both categories.
60-day decay
Clean record for 60 days? Drop back one level. New ban resets the timer.
Multiple offenses
If your ban includes 3+ violations, you’ll be moved up two levels directly.
CategorySeverityExamplesPenalty
Toxicity
Minor
– Frequent passive-aggressive remarks (e.g., sarcastic or dismissive comments that affect team morale).
– Consistently harsh critiques or negative feedback without constructive advice.
– Negative attitude that disrupts gameplay (e.g., frequently giving up mid-game, refusing to contribute, or deliberately playing poorly after a few losses).
Warning
Text chat
Team, all and lobby chat messages.
Voice transcriptions
Voice clips with timestamps (50+ langs).
Myth
“A 4-stack can spam-report me and get me banned.”
Fact
RenownAI knows who queued together. Reports from the same party count as one signal, and they only matter if the in-game evidence backs it.
Myth
“It’s just a bot auto-banning people with no context.”
Fact
RenownAI builds a context report: what happened, why it happened, and who it affected. A human moderator reviews serious cases before any action.

Behavior feedback score

After every match, get a clear breakdown of your performance in four key areas. Understand your impact on the match beyond just K/D.

Most friendly player (MFP)

Each match, RenownAI highlights the teammate with standout comms, teamwork, and sportsmanship. Play well with others and earn MFP.
L1
L2
3d ban
L3
14d ban
L4
30d ban
Moderate
– Direct insults or personal attacks towards other players.
– Use of derogatory language or negative stereotypes related to personal attributes (e.g., gender, race, ethnicity).
– Repeated belittling or targeted negative comments aimed at specific teammates across the game.
L1
5d ban
L2
14d ban
L3
30d ban
L4
1y ban
Severe
– Threats of physical harm or encouraging self-harm.
– Hate speech targeting race, religion, ethnicity, gender identity, sexual orientation, or other protected characteristics.
– Persistent harassment or stalking behavior over multiple games.
L1
14d ban
L2
30d ban
L3
1y ban
L4
Permanent
Permanent ban can be applied at any time depending on severity and context.
Griefing / Trolling
Minor
– Isolated incidents of hindering teammates (e.g., team flashing or blocking paths).
– Repeatedly ignoring team strategies or refusing to communicate.
L1
Warning
L2
3d ban
L3
14d ban
L4
30d ban
Moderate
– Intentionally disclosing teammate locations to the enemy.
– Deliberately causing losses (e.g., intentionally dying, teamkilling, refusing to play objectives, etc).
L1
5d ban
L2
14d ban
L3
30d ban
L4
1y ban
Severe
– Ongoing disruptive actions across multiple games (e.g., consistent team killing, sabotage).
– Persistent harassment or sabotage aimed at specific players over several matches.
L1
14d ban
L2
30d ban
L3
1y ban
L4
Permanent
Permanent ban can be applied at any time depending on severity and context.

Other violations

These categories does not share level trackings, they only escalate if offenses for the same category repeats.
CategorySeverityExamplesPenalty
Cheating
Moderate
– Gaining strategic advantages by watching opponents' live streams in real-time ('Streamsniping').
L1
6m ban
L2
3y ban
Severe
– Using third-party software or modifications to gain an unfair advantage (e.g., wallhacks, aimbots).
– Running automated scripts or macros for actions beyond normal gameplay limits (e.g., rapid-fire).
– Bypassing anti-cheat systems or tampering with game files to avoid detection.
– Exploiting game bugs or glitches for unfair benefits (e.g., accessing restricted areas, disabling visuals).
– Evading bans by creating new accounts or using software.
L1
3y ban
L2
Permanent
Integrity
Severe
– Verified integrity concerns in account history or external gameplay records.
L1
3y ban
Eligibility
Severe
– Account was invited due to a system error and does not meet the platform's pre-vetting criteria (e.g., insufficient account age, playtime).
L1
Access revoked
Inappropriate Content
Minor
– Offensive usernames or avatars (racist, explicit).
L1
Warning
L2
7d ban
Username/avatar will be blocked and forced to change.
Severe
– Sharing explicit or offensive content in chat or gameplay.
L1
7d ban
L2
30d ban
Match Participation
Minor
– Failing to accept a match when queued.
L1
1min cooldown
L2
3min cooldown
L3
60min cooldown
Resets on a 60m rolling period
Moderate
– Accepting a match but failing to join within the allowed time.
L1
30min cooldown
L2
2h cooldown
L3
12h cooldown
Resets on a 14d rolling period
Severe
– Leaving a game in progress without rejoining within a 5-minute window.
L1
2h cooldown
L2
12h cooldown
L3
3d cooldown
Resets on a 14d rolling period
Doxxing
Severe
– Sharing another player's personal information without consent, including real names, addresses, or other identifying details.
L1
Permanent
Account Misuse
Severe
– Creating multiple accounts for any reason.
– Creating new accounts to bypass previous bans (excluding cheating bans which is an instant permanent ban).
– Sharing accounts with other individuals, regardless of intent.
L1
6m ban
L2
Permanent
False Reporting
Minor
– Submitting false reports to harass or mislead.
L1
Warning
L2
3d ban
May result in removal of reporting privileges for repeated offenses.