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A Real-Time Analytics Platform for a Growing Investment Firm

Meridian Capital Partners needed to replace spreadsheet-based portfolio reporting with a live, multi-tenant analytics platform their investment teams and clients could both rely on.

ClientMeridian Capital Partners
IndustryFinancial Services
Timeline3 weeks
Team4 engineers, 1 designer
Meridian Capital Partners analytics dashboard on a laptop screen

1 The Challenge

Meridian's investment team was consolidating portfolio performance data by hand every week, pulling numbers from half a dozen spreadsheets and email threads. Reporting for clients often lagged a week behind actual market movement, and there was no single place where partners could see live portfolio health across every fund.

2 The Solution

We built a multi-tenant reporting platform on Next.js and PostgreSQL, with a data pipeline that ingests custodian and market feeds continuously. Query performance was a hard requirement — we tuned indexing and added a caching layer so dashboards stay responsive even with years of historical data loaded. Role-based access lets partners, analysts, and external clients each see exactly what they should.

The Outcome

Results That Speak for Themselves

500+
Concurrent Users Supported
<100ms
Average Query Response
70%
Less Time on Manual Reporting
99.9%
Uptime Since Launch
Built With
Next.js TypeScript PostgreSQL AWS
★★★★★

"Subtain and his team transformed our outdated reporting process into a live platform in just three weeks. Their technical depth and communication throughout the project was exceptional — they treated our product like it was their own."

SM
Sarah Mitchell
CEO, Meridian Capital Partners
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