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Business IntelligenceGroup P&L · Cohorts

One reporting plane, every platform, every desk.

Group P&L, funnel analysis, cohort retention, risk MIS, partner attribution and trader-level drill-down: pre-built, refresh-fast, and the same numbers across every QTG platform.

QTG/COMPONENTS/DATA & INTELLIGENCE/BUSINESS INTELLIGENCE
LIVE
CAPABILITIES

Inside Business Intelligence.

Six surfaces that make Business Intelligence feel less like a feature list and more like an operating environment for the work this team actually does every day.

PNL

Group P&L

Consolidated P&L across desks, products, regions and partners: drill down to a single trade.

  • , Multi-desk
  • , Multi-region
  • , Trade-level
COHORT

Cohorts

Auto-cohorted retention from D0 to D365, segmented by acquisition source, partner, region, tier.

  • , D0–D365
  • , Acquisition cuts
  • , Tier cuts
FUNNEL

Funnels

12 pre-built funnels: signup → KYC → fund → trade → retain. Custom funnels in 2 clicks.

  • , 12 pre-built
  • , Custom funnels
  • , Drop-off analysis
RISK

Risk MIS

Real-time risk MIS: exposure, breach rate, payout-blocked, cluster activity.

  • , Real-time
  • , Breach rate
  • , Cluster MIS
PARTNER

Partner BI

Partner-level attribution, cohort retention, and ROI, across multi-tier programs.

  • , Per-partner
  • , Per-tier
  • , ROI views
EXPORT

Exports & API

Native exports to BI (Looker, Tableau, Snowflake) and a typed API for custom pipelines.

  • , Looker
  • , Snowflake
  • , Typed API
FLOW

End-to-end, observable, addressable.

Where Business Intelligence sits in the lifecycle, and why each stage is measurable, not implied.

01STAGE 01

Capture

Events from CRM, Risk, Payouts, Support · normalized.

2.1B / mo
events
02STAGE 02

Model

Versioned semantic models: traders, accounts, partners.

Versioned
semantic
03STAGE 03

Compute

Materialized views with sub-60s refresh.

< 60s
refresh
04STAGE 04

Visualize

120+ pre-built reports + custom builder.

120+
pre-built
05STAGE 05

Drill

Trader-level drill-down from any aggregate.

Trader
granularity
06STAGE 06

Export

BI integrations + typed API.

Snowflake
+ Looker · BI · API
↓ EVENT → INSIGHT · UNDER 60s ↓
SPOTLIGHT

Same trader. Same trade. Same number, across every surface.

Most operators have three "true" P&L numbers, four cohort definitions and a CRO who quotes a different retention rate every week. BI ships one normalized semantic layer with versioned models, so every chart, dashboard and exec deck pulls from the same truth.

ONE NUMBER PROBLEM SOLVED

Same trader. Same trade. Same number, across every surface.

Most operators have three "true" P&L numbers, four cohort definitions and a CRO who quotes a different retention rate every week. BI ships one normalized semantic layer with versioned models, so every chart, dashboard and exec deck pulls from the same truth.

  • ,
    Versioned semantic layer
    Definitions are code, not Excel
  • ,
    Cross-platform
    Same trader across CRM, Risk, Payouts
  • ,
    Auditable
    Every metric traceable to source events
  • ,
    Refresh-fast
    < 60s end-to-end
apps / business-intelligence · one truthLIVE
Events / mo
2,148,000,321
Pre-built reports
120+
Refresh
0s / 60s
Connected platforms
07
SOURCES → SEMANTIC MODEL → DASHBOARDS
model: traders · versioned · trader-level
CRMRSKPAYCXTRDSEMANTICMODEL
GROUP P&L · MTD
€ 18.42M
vs 30d+4.8%
FUNDED · 7D
traders3,864
COHORTS · D7→D90
FUNNEL · SIGNUP→RETAIN
SIGN
100%
KYC
78%
FUND
61%
TRADE
47%
RET
33%
NEXT REFRESH
0s / 60s
OPERATING SCALE

Business Intelligence, in numbers.

A snapshot of where Business Intelligence runs at production scale across QTG operators.

Pre-built reports120+live
Refresh< 60send-to-end
Connected platforms7all of QTG suite
Drill granularityTraderfrom group P&L
CONNECTED TO

How Business Intelligence composes with the rest of QTG.

Components aren't bolted on per platform. They share one identity, one event bus, and one reporting plane. Adopt one. Plug in the next.

Reports & Analytics
Operator reporting plane on top of BI.
Open
Risk & Rules Engine
Risk MIS lives in BI.
Open
Affiliate & IB
Partner cohorts and ROI.
Open
AI Agents
Agentic queries on top of BI.
Open
PARTNER WITH QTG

Build the Next Generation of Trading Infrastructure with Us.

Whether you’re launching a Prop Firm, scaling a Broker, or rebuilding a Fintech Platform, QTG can move fast and ship the systems you need.