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Case Study: Capital Markets

Modernising a market-data dashboard for an investment desk

An investment desk relied on spreadsheets and a legacy dashboard that slowed down at market open. Modernising it meant live data they could trust, without interrupting trading.

Client

Investment desk at a mid-sized asset manager

Industry

Capital Markets

Services

Software Development, Cloud Solutions, Digital Transformation

Timeline & Platform

Delivered in agile sprints alongside live trading. Real-time web dashboard on cloud infrastructure.

The Challenge

Decisions made on data that was already out of date

Portfolio managers and traders were stitching together prices, positions and risk from a legacy dashboard and a collection of spreadsheets. At the busiest moments of the day, the tools were at their slowest.

Investor reviewing portfolio performance and stock charts on a tablet
01

Slow at market open

The legacy dashboard struggled under peak load, so traders waited for numbers exactly when speed mattered most.

02

Spreadsheet sprawl

Critical calculations lived in personal spreadsheets with no version control, creating risk of errors and inconsistent figures.

03

No single source of truth

Positions, prices and risk came from different systems, so teams often debated whose numbers were correct.

04

Change without disruption

Any new system had to be introduced without interrupting live trading or retraining the whole desk overnight.

Our Solution

A real-time dashboard built around how the desk works

We worked side by side with traders and portfolio managers to understand their daily workflow, then rebuilt the dashboard in stages so the desk could switch over with confidence.

  1. 1

    Workflow discovery

    Shadowed the desk at market open and close to identify the views, calculations and alerts that mattered most.

  2. 2

    Unified data layer

    Consolidated market data, positions and risk feeds into one validated data layer so every screen shows the same numbers.

  3. 3

    Real-time dashboard

    Built fast, customisable web dashboards with streaming prices, live P&L, exposure views and configurable alerts.

  4. 4

    Cloud infrastructure

    Deployed on auto-scaling cloud infrastructure designed for peak-hour load, with encryption and role-based access.

  5. 5

    Parallel run and rollout

    Ran the new dashboard alongside the old one, reconciled the numbers, then moved teams over one at a time.

Technology used

  • React
  • WebSockets
  • Python data services
  • Time-series database
  • AWS
  • Role-based access
  • Automated reconciliation

Final Outcomes

Live, trusted numbers when they matter most

The desk now works from one fast, reliable view of the market and its positions, including during the busiest trading periods.

Fast under pressure

The dashboard stays responsive at market open and during news-driven spikes in activity.

One version of the truth

Traders, portfolio managers and risk teams all see the same validated figures in real time.

Lower operational risk

Key calculations moved out of personal spreadsheets into tested, version-controlled code.

Zero-disruption switchover

The parallel run let the desk adopt the new tools without pausing trading.

Real-time stock market chart showing live price movements

Client Benefits

How the investment desk benefited

Faster, more reliable data gave the desk more time for analysis and more confidence in every decision.

  • Less time reconciling numbers and more time analysing the market
  • Consistent figures across trading, portfolio management and risk
  • Infrastructure that scales automatically on the busiest days
  • Access controls and audit logs that support compliance reviews
  • A modern platform that new data sources and reports can plug into

This case study describes a representative Fortgate engagement. Client names and confidential details are withheld; ask us for references from completed work.

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