INTEGRA
HOW INTEGRA DETECTS - OPTIONAL

Five signals to detect any
intentional under-performance.

01
MARKETS

Order books move first.

Spot-fixing shows up on one player's prop first. In Case 095-X1, Player X1's Map 3 kill line dropped from 15.5 to 13.5 — a −2.0 point move ten minutes before the map.

→ DRIFT
Continuous polling · cross-referenced against that player's historic kill line at the same map.
02
PLAYERS

Performance Index

Every player has a statistical fingerprint — kill rate, damage, deaths, accuracy — measured against his own 90-day baseline. In Case 095-X1, Player X1 collapsed to a 0.61 rating on Ancient, his career-best map (1.19).

→ INDEX
KDR · KPR · ADR · DPR · Shot accuracy — all measured against the player's own baseline, never a tour average.
03
PATTERNS

What the eye cannot follow.

Reaction time, crosshair placement and decision latency are fingerprints a player can't fake under pressure. In Case 095-X1, first-contact reaction slowed from 125ms to 218.8ms and crosshair angle drifted +1.7° past his own range — on the exact map the line moved.

→ REFLEX · PHANTOM
Tick-precise reaction timing and crosshair tracking · frame-level demo parsing · all measured against the player's own 90-day window, never a tour average.
04
CHATTER

Someone always tells someone.

Before the map ends, someone has already said it. In Case 095-X1, public HLTV and Telegram posts named Player X1's under on Map 3 — pointing at a name, not a scoreline.

→ WATCH
Public HLTV, Telegram and Discord monitoring · phrases matched to the flagged player and surfaced before the map ends.
05
GAMEPLAY

Gameplay Analysis

Round-by-round review surfaces what statistics can't explain. In Case 095-X1, Player X1 took 10 disadvantaged peeks into multi-enemy holds on his career-best map.

→ GAMEPLAY
Round-by-round footage · disadvantaged peeks, unused utility and passive positioning matched against the player's own career pattern.
CASE-STUDY 95-X1
Competition
IEM Chengdu 2025
Flagged Map
Map 3 · Ancient
Series Result
Lost 2–1
Player Role
Star Player · Team #17
Kill Line Drop
−2.0 pt
15.5 → 13.5
Rating on Best Map
0.47
Baseline 1.19
Reaction Time
+93.8 ms
218.8 ms vs 125 ms baseline
Suspicious Rounds
6
Map 3 Ancient
01 · MARKET DRIFT

Two points off the line.
One early sign.

Before the map 3 went live, his kill line fell — 15.5 to 13.5, a drop the match odds don't tell. Integra captured the drift as the first sign.

What is a Kill Line?

Bookmakers set an expected kill count for every player — bettors bet over or under it.

Line increases → market expects over-performance
Line drops → market expects under-performance
Key Fact

The drop happened on his best rated map (Ancient, rating 1.19).

Map 3 Kill Line For Player X1
DRIFT −2.0pt
02 · PERFORMANCE MATRIX

His best map.
His worst performance.

MAP 1 — OVERPASS
Player X1 · Rating 1.18
Opponent — Player X1's Team
10 13 · WON
MAP 2 — INFERNO
Player X1 · Rating 1.11
Opponent — Player X1's Team
13 06 · LOST
MAP 3 — ANCIENT · FLAGGED
Player X1 · Rating 1.19
Opponent — Player X1's Team
13 05 · LOST
03 · INTEGRASIGHT

Four sights. One detection layer.

Each sight watches one signal class continuously. They share an alert bus — the moment two sights confirm, your security lead is paged.

Crosshair
POSITIVE
+1.7° shift
Reflex
POSITIVE
+93.8 ms delta
Suppress
CLEAR
z = −1.83
SIGHT 01 · CROSSHAIR ANGLE

Crosshair angle displacement measured against his own 30-map baseline. On Map 3, his aim angle drifted +1.7° past his normal range — statistically at the extreme tail.

Status
Positive
Flagged mean
4.85°
Baseline mean
3.15°
Shift
+1.7°
3.15° BASELINE 4.85° FLAGGED +1.7°
04 · SURVEILLANCE FEED

Social Media Tool.

publicly archived discussion thread
HLTV
HLTV — Match Thread Comments
Team A vs Team B · IEM Chengdu 2025
HLTV Part 1
Click to expand
HLTV Part 2
Click to expand
social media surveillance
Social Media Surveillance Tool (SMST)
Monitor Telegram groups and detect suspicious activity
Click to expand
05 · GAMEPLAY ANALYSIS

Watch the rounds.
Draw your own conclusion.

Round-by-round clips
Round 2
Round 3
Round 7
Round 10
Round 14
Round 15
06 · SUMMARY

Integra ran 5 signals.
All five pointed to something wrong.

01
MARKETS
TRIGGERED

Proposition bet moves first.

10 Minutes before Map 3 started.

→ DRIFT · Case reading
Kill line: 15.5 → 13.5
Drop: −2.0 pt
02
PERFORMANCE MATRIX
TRIGGERED

2nd Worst Performance in 2025 (All Maps).

Average in 2025 for Ancient - 16.8 (13 maps).

→ INDEX · Case reading
Rating baseline: 1.19
Rating flagged: 0.47
03
INTEGRASIGHT
TRIGGERED

Aim and reaction drifted from baseline.

All measured against his own 30-match baseline.

→ INTEGRASIGHT · Case reading
Crosshair shift: +1.7°
Reaction delta: +93.8 ms
04
SMT
TRIGGERED

Telegram & HLTV.

Chatter in private group and prediction on public form.

→ WATCH
Platform: Telegram
Time: 10:16 · 2h 14m pre-series
05
GAMEPLAY
TRIGGERED

Decisions the situation doesn't explain.

A Detailed review of 6 suspicious rounds.

→ GAMEPLAY · Case reading
Source: Demo file
Clips: 6 rounds
These five signals run on every suspicious match — markets, performance matrix, integrasight, SMT and gameplay. On Map 3, all five triggered together: the betting kill line dropped −2.0 pt before the map, it was his 2nd-worst performance of 2025, his aim and reaction drifted past his own baseline, private Telegram chatter named him beforehand, and a detailed review of 6 rounds showed decisions the situation doesn't explain.
WHAT NOW

Start with one case.
Decide with evidence in hand.

Integra runs this analysis continuously — market, player stats, reaction data, social chatter. One pilot case. No commitment.

Request a Pilot →
dhruvyadav@integritymentors.in · ref. 095-X1
EDUCATION PROGRAMME

Education is First
line of defence.

Detection catches a breach after it happens. Education stops it before it starts. We take the exact patterns Integra surfaces in real cases and turn them into a practical integrity & anti-corruption programme for players and coaching staff — so a roster spots an approach the moment it lands, knows exactly what to do, and never drifts into a breach by accident.

MODULE 01

Spotting an approach

How fixers really make first contact — a friendly DM, a 'harmless' favour, a friend-of-a-friend with a 'sure thing'. The grooming pattern, the pressure tactics, and the exact moment to walk away.

MODULE 02

Your reporting duty

What every player and staff member must report, to whom, and how fast — the confidential channels, the protections for those who speak up, and why staying silent is itself a breach.

MODULE 03

Betting & code rules

What the code actually bans — betting on your own matches, passing inside information, courtsiding, shaping even a single round. Every grey area made black and white.

MODULE 04

What an investigation looks like

How integrity signals are reviewed, what counts as evidence and what doesn't, due process, and the presumption of innocence — so players know their rights as clearly as their duties.

MODULE 05

Protecting yourself

Everyday habits that keep you clean: refusing and logging an approach, keeping a record, locking down accounts and contacts, and avoiding the accidental slips that end careers. Built for coaches to reinforce daily.

FORMAT

Live workshops + on-demand modules.

90 minutes per session · on-site or remote · for players and coaching staff · code-aligned · built from real, fully-anonymised case patterns.

Bring the programme to your roster →
Prevention is cheaper than a dossier.
Confidentiality & Access Agreement · 095-X1
INTEGRA
Confidentiality & Access Agreement
(Non-Disclosure Agreement — Case File 095-X1)

This Confidentiality & Access Agreement (the "Agreement") is made and entered into as of (the "Effective Date") between: (1) Integrity Mentors (the "Disclosing Party"), operator of the Integra service; and (2) the Recipient identified in the signature block below (the "Recipient").

A. Background

Integrity Mentors operates Integra, a methodology and service for the assessment of esports integrity signals. In connection with the Recipient's evaluation of a potential pilot engagement (the "Purpose"), Integrity Mentors may give the Recipient access to confidential case material, including a redacted (blurred) preview at a private link, and may un-blur or otherwise disclose further material. The Recipient agrees to the terms below as a strict condition of, and in consideration for, that access.

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