QuantSentry is now generally available — AI-native risk infrastructure.Read the announcement
Professional Trading TeamsInternal Desk Tooling

Internal operating tools for professional trading desks and teams.

Track performance, run journals, automate workflows, and equip professional trading operations with custom tools — built around how your desk actually trades.

Desks supported24
Active traders420
Avg. ops automation82%
Custom tools shipped60+
OPERATING CONTEXT

Professional desks need internal tooling, not retail products.

Trading firms running internal desks rarely have what they actually need: a unified performance picture across traders, strategy tags that mean something, journals that produce learning, and reporting tooling that doesn't depend on a single analyst's spreadsheet. QTG builds and operates that internal layer — custom where it matters, off-the-shelf where it doesn't.

Performance unified
Per-trader, per-strategy, per-instrument — one view.
Workflow automation
Reduce manual ops with AI agents and integrations.
Custom where it counts
Tooling shaped to how your specific desk operates.
PROBLEMS WE SOLVE

The internal-tools gap on a professional desk.

Most desks have a brokerage, a trading platform, and Excel. Everything between — performance, journals, attribution, automation — is patched together by whoever has time.

BEFORE QTG · OPERATIONAL FRICTION
Performance reports are reconciled by hand at end of day.
Journals are inconsistent across traders — no shared language.
Strategy tagging is informal and not analyzable later.
Risk and PnL views don't share a single source of truth.
Repetitive ops work eats senior trader time.
Custom tooling requests sit in queue for quarters.
HOW QTG HELPS · INFRASTRUCTURE FIT
Trader DashboardPer-trader and per-desk performance.Trading JournalStructured reflection with shared schema.Algo Trading ToolsStrategy automation and signals.Business IntelligenceReal BI on every dimension.AI AgentsAutomate ops, surveillance, and reporting.Custom Trading TechnologyTools shaped to your desk.
DESK PERFORMANCE

A unified picture of how your desk is actually trading.

PnL, win rate, drawdown, strategy tags — across every trader, every day.

team_perf / desk-alpha · ytdLIVE
DESK · ALPHA · 8 TRADERS
+14.62%YTD · NET
PnL · 30d
+3.84%
Win rate
58.2%
Avg R
1.62
Drawdown
-4.1%
STRATEGY TAGS · 7-DAY
breakout+2.1%mean-rev-0.4%news+0.9%scalp+1.4%swing+0.6%
QTG STACK FOR PRO DESKS

The professional desk operating layer.

What's typically deployed for an internal trading team.

PLATFORMS · L1
Operating layer
COMPONENTS · L2
Functional modules
SERVICES · L3
Teams behind the build
WHY QTG

Why pro desks build with QTG.

Internal tooling rarely earns enough internal eng priority to ever ship. QTG is purpose-built to close that gap.

Trading-fluent engineers

Builders who understand strategy tagging, attribution, slippage and PnL semantics — not generalists you have to teach.

Custom + reusable

Custom tools where the desk needs them, sitting on top of QTG primitives that don't need to be rebuilt.

Shipped, not roadmapped

Engagements ship working tools in weeks. Internal eng queues don't.

Ops automation as default

AI agents and integrations remove the busywork that quietly burns senior traders out.

RELATED INSIGHTS

Reading for desk leaders.

Long-form thinking and product updates relevant to this industry.

OPS · Mar 2026

The internal tooling gap on professional trading desks

Why most desks operate below their data potential, and what to do about it.

10 min read
PRODUCT · Feb 2026

Designing a trading journal that actually changes behavior

Structure, prompts, and review rituals that turn journals into edge.

8 min read
INFRA · Jan 2026

AI agents on a trading desk: what works and what doesn't

Practical patterns for automating the unsexy parts of desk ops.

12 min read
EQUIP YOUR DESK

Build your desk's internal layer with a team that already speaks trading.

From custom dashboards to ops automation, QTG ships the internal tools your desk has been waiting on the eng queue for.