Els Labs
Case Study • Fintech

A real-time finance platform for 4,000+ SMEs

We rebuilt Meridian's legacy reporting tool into a multi-tenant SaaS with live cashflow, automated reconciliation and an AI assistant.

CAPABILITYSaaS Platform
SECTORFintech
TIMELINE12 weeks

Project Overview

Meridian had outgrown their Excel-and-email approach to financial reporting. Their legacy tool was slow, error-prone and could not support the multi-entity structure their growing client base demanded. Month-end close routinely took three to five working days.

We rebuilt the entire platform as a multi-tenant SaaS product with live cashflow dashboards, automated bank reconciliation and an AI-powered assistant that answers natural-language questions about a company's financial position.

The new system cut month-end close from days to minutes and became the primary daily tool for over 4,000 SME finance teams. We implemented PostgreSQL Row-Level Security (RLS) to guarantee strict data isolation between tenants, and deployed microservices on AWS to handle data feeds.

By designing a custom integration layer with Stripe, we automated billing and plan changes. The user interface was styled with custom components to handle massive data tables, advanced date-range filters, and export queues without page performance degradation.

The Challenge

Replace a brittle, single-tenant reporting tool with a scalable platform that serves thousands of tenants with real-time data, strict data isolation and zero planned downtime during migration.

Our Solution

A ground-up rebuild using Next.js and PostgreSQL with row-level security for tenant isolation, Stripe for subscription billing, and an OpenAI-powered assistant embedded into the dashboard. We shipped incrementally over 12 weeks with a blue-green migration strategy that moved tenants without interruption.

Measurable Outcomes

Report generation dropped from 3.1 seconds to 0.4 seconds. Activation rate increased 42% within the first quarter. The launch saw zero downtime and zero data incidents across all migrated tenants.

Key Performance Indicators

3.1s → 0.4s
Report load time
+42%
Activation rate
£0
Downtime at launch

Engineering Features

  • Tenant RLS IsolationDatabase policies preventing cross-tenant data leaks.
  • AI Financial AnalystNatural language interface answering ledger queries.
  • Live Bank Sync FeedAutomated webhook queue updating cash flows daily.

Technologies Leveraged

Next.jsPostgreSQLStripe BillingOpenAI APIAWS Hosting
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