QuantSentry is now generally available — AI-native risk infrastructure.Read the announcement
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 · dailyCFO
AMLSUSPICIOUS-ACTIVITYQUEUED
AML · Suspicious Activity
12:00 · weeklyCOMPLIANCE
PAYOUTTREASURY DIGESTQUEUED
Payout Treasury Digest
17:00 · dailyCFO
PARTNERIB-COHORT · WLQUEUED
Partner Cohort · White-label
23:00 · monthlyPARTNER
RISKBREACH ROLLUPQUEUED
Risk Breach Rollup
04:00 · dailyRISK
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.