QuantSentry is now generally available — AI-native risk infrastructure.Read the announcement
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.