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Reports & AnalyticsOperator Reporting Plane

The reporting layer your CFO, regulator and risk lead all sign off on.

Scheduled and ad-hoc reporting for finance, risk, compliance and operations, with role-aware views, audit logs, and regulator-ready exports built in.

QTG/COMPONENTS/DATA & INTELLIGENCE/REPORTS & ANALYTICS
LIVE
CAPABILITIES

Inside Reports & Analytics.

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

SCHED

Scheduled reports

Daily, weekly, monthly, quarterly, to email, Slack, S3, SFTP, or your own webhook.

  • , Multi-channel
  • , Configurable
  • , Versioned
ROLES

Role-aware views

CFO, risk, compliance, ops, partner: each role sees the cuts they need, only the data they should.

  • , Field-level perms
  • , Per-role
  • , Audit-trailed
TEMPL

Regulator templates

24 pre-built regulator and audit templates: MiFID, FINRA-style disclosures, AML, monthly close.

  • , MiFID-style
  • , AML
  • , Monthly close
ADHOC

Ad-hoc builder

Drag-drop ad-hoc reports built on the same semantic layer as scheduled, no double-bookkeeping.

  • , Drag-drop
  • , Same source
  • , Saveable
AUDIT

Audit & retention

7-year report retention, immutable history, full audit trail of who saw what when.

  • , 7-year
  • , Immutable
  • , Auditable
PARTNER

Partner & client reports

White-labeled, scheduled, partner-facing reports: same source, branded.

  • , White-label
  • , Scheduled
  • , Branded
FLOW

End-to-end, observable, addressable.

Where Reports & Analytics sits in the lifecycle, and why each stage is measurable, not implied.

01STAGE 01

Author

Pick a template or build ad-hoc on the semantic layer.

24+
templates
02STAGE 02

Scope

Role-aware permissions, region scopes, partner cuts.

12 roles
default
03STAGE 03

Schedule

Daily, weekly, monthly · email, Slack, S3, SFTP, webhook.

Multi-channel
delivery
04STAGE 04

Run

Same semantic layer as BI · single source of truth.

< 60s
refresh
05STAGE 05

Deliver

Versioned, signed, retention-tracked outputs.

Signed
audit-ready
06STAGE 06

Retain

7-year immutable history with full audit trail.

7y
retention
↓ REPORTING LIFECYCLE ↓
SPOTLIGHT

When the auditor calls, the report is already in the inbox.

Regulators ask the same questions: who held what when, what rule fired, what was paid, what was disputed. Reports & Analytics ships 24 regulator and audit templates that map QTG’s normalized event stream into the formats regulators expect, signed, versioned, retained.

REGULATOR-READY BY DEFAULT

When the auditor calls, the report is already in the inbox.

Regulators ask the same questions: who held what when, what rule fired, what was paid, what was disputed. Reports & Analytics ships 24 regulator and audit templates that map QTG’s normalized event stream into the formats regulators expect, signed, versioned, retained.

  • ,
    24 templates
    MiFID-style, FINRA-style, AML, monthly close
  • ,
    Signed & versioned
    Cryptographic signatures · immutable history
  • ,
    7-year retention
    Auditor-grade by default
  • ,
    Per-region tuning
    Adjust schemas per jurisdiction
reports-analytics  /  reporting-plane  ·  live
SIGNED · 7Y RETAIN
Schedule · TodayRUNNING 1/5
MIFIDEU MONTHLY CLOSERUNNING
MiFID Monthly Close · EU
09:00 · daily→ CFO
AMLSUSPICIOUS-ACTIVITYQUEUED
AML · Suspicious Activity
12:00 · weekly→ COMPLIANCE
PAYOUTTREASURY DIGESTQUEUED
Payout Treasury Digest
17:00 · daily→ CFO
PARTNERIB-COHORT · WLQUEUED
Partner Cohort · White-label
23:00 · monthly→ PARTNER
RISKBREACH ROLLUPQUEUED
Risk Breach Rollup
04:00 · daily→ RISK
Authoring · MiFID Monthly CloseSCHEDULED · 09:00
MiFID Monthly Close · EU
Apr 2026 · Operator: QuantSentry · Role CFO
v 014
RUN 3F2A·9D
Volume EU
€ 4.82B
+ 6.1%
Trades
1.27M
+ 2.4%
Net P&L
€ 18.4M
− 1.2%
DeskVolumeP&LStatus
EU · MTS-EU-2€ 1.94B+ 6.21MOK
EU · MTS-EU-3€ 1.31B+ 4.08MOK
UK · LDN-1€ 0.88B+ 3.42MOK
CH · ZRH-1€ 0.42B+ 2.16MOK
IE · DUB-1€ 0.27B+ 2.53MOK
Signed · sha256 b8f2…7c41
Retention 7y · Immutable · Auditor-grade
SIGNED
Delivery · 5 Channels0/5 SENT
CFO inbox
cfo@operator.com
PENDING
Slack · #finance
webhook · signed
PENDING
S3 archive
s3://qtg-reports/2026/04
PENDING
SFTP · regulator
sftp.regulator.eu
PENDING
Webhook · auditor
POST /reports.v2
PENDING
Retention14d / 7y
Audit Trail0 events
OPERATING SCALE

Reports & Analytics, in numbers.

A snapshot of where Reports & Analytics runs at production scale across QTG operators.

Templates24+regulator-ready
Role models12default · extensible
Delivery channels5email · Slack · S3 · SFTP · webhook
Audit retention7 yearsimmutable
CONNECTED TO

How Reports & Analytics 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.

Business Intelligence
Same semantic layer powers both.
Open
Risk & Rules Engine
Risk reports out of the box.
Open
Payments & Payouts
Treasury reporting plane.
Open
Affiliate & IB
Partner-facing white-label reports.
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.