Real-Time FinTech Analytics Dashboard
Built a real-time financial analytics dashboard processing 10M+ transactions daily with interactive charts, risk alerts, and regulatory reporting.
10M+
Daily Transactions
80%↑
Detection Speed
99.99%
Availability
01Real-Time FinTech Analytics Dashboard: The Challenge
CapitalView's analysts relied on overnight batch reports and Excel models to track portfolio performance. By the time reports were ready, market conditions had already shifted. They needed real-time visibility into transaction flows, risk exposure, and regulatory compliance metrics.
02Real-Time FinTech Analytics Dashboard: The Solution
We built a streaming analytics platform using Apache Kafka for real-time data ingestion, time-series databases for historical analysis, and a React dashboard with interactive D3.js visualizations. The system includes automated risk alerts, customizable report generation, and SOC 2 compliance controls.
03Real-Time FinTech Analytics Dashboard: The Results
Decision latency dropped from 24 hours to under 5 minutes. Risk incidents detected 80% faster. The platform processes 10M+ daily transactions with 99.99% availability and supports 200+ concurrent analysts.
Technology Stack
Services Provided
Outcomes that mattered
The numbers above are the headline. Below is what they mean for the finance & banking operations team — what they stopped doing, what they started doing, and what changed for end customers.
10M+
Daily Transactions
Headline metric — measured against the pre-launch baseline.
80%↑
Detection Speed
Captured 90 days post-launch with the same methodology used during discovery.
99.99%
Availability
Operational impact reported by the client team in their post-launch review.
Why this tech stack
We pick technology based on the production load, the integration footprint and the long-term maintenance reality — not the latest framework on Hacker News. For Real-Time FinTech Analytics Dashboard, the stack we chose:
React
Production-grade choice for finance & banking workloads at this scale.
Kafka
Production-grade choice for finance & banking workloads at this scale.
TimescaleDB
Production-grade choice for finance & banking workloads at this scale.
D3.js
Production-grade choice for finance & banking workloads at this scale.
AWS
Production-grade choice for finance & banking workloads at this scale.
Docker
Production-grade choice for finance & banking workloads at this scale.
Services used on this build
Real-Time FinTech Analytics Dashboard was delivered by combining the following Timeline Digital services. If your team needs a similar engagement, these are the entry points.
Custom Software Development
We build software that fits exactly how your business works. It replaces messy spreadsheets and clunky tools with one simple system your team will love to use.
Enterprise Systems Development
We build large systems that bring all your business data together. They replace scattered tools for finance, staff, stock, and sales.
Common questions about this case
How long did the Real-Time FinTech Analytics Dashboard build take?+
5 months. We worked with short, regular updates and a working demo at each check-in, so CapitalView saw progress continuously.
What technology did Timeline Digital use to build Real-Time FinTech Analytics Dashboard?+
React, Kafka, TimescaleDB, D3.js, AWS, Docker. We pick the stack based on the production load, integration requirements and the team's long-term maintenance capacity — not the latest framework on Hacker News.
What industry was Real-Time FinTech Analytics Dashboard built for?+
Finance & Banking. The patterns we used here transfer to similar businesses with comparable scale and regulatory requirements. Reach out if you operate in this space and want a similar build.
Can Timeline Digital build something similar for our team?+
Yes. We start every engagement with a paid discovery phase that produces architecture, a clear written scope and a proposal, and we agree the full scope up front. Mutual NDA signed on day one, full IP assignment, no agency overhead. Cost depends on scope, features and integrations — book a free call and we will walk you through it.
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