# Meridian Capital Partners: AI Financial Automation | DSM.promo Case Study

> **Key Result:** 52% — Faster Reconciliation

## Client Overview

| Field | Value |
|-------|-------|
| Client | Meridian Capital Partners |
| Industry | Finance |
| Location | Chicago, IL |
| Size | 200 Employees |
| Timeline | 10 Weeks |
| Services | AI Financial Automation, Workflow Integration |

## The Challenge

Meridian Capital Partners managed portfolios across 12 accounts with a finance team buried in manual reconciliation. Month-end closes stretched to 5 days, errors were common, and compliance reporting was always a scramble.

- Manual reconciliation across 12 accounts taking 3 full days each month
- Error rate of 22% in spreadsheet-based tracking requiring costly re-work
- Compliance reporting delays risking regulatory penalties
- Finance team working 60+ hour weeks during close periods
- Scattered financial data across 4 different systems with no single source of truth

## The Solution

### Phase 1: Financial Audit
Mapped reconciliation workflows across all 12 accounts. Identified data consolidation, matching rules, and exception handling as primary automation targets.

### Phase 2: AI Integration
Deployed AI-powered transaction matching across all accounts, automated exception flagging with smart routing, and built real-time reconciliation dashboards.

### Phase 3: Process Optimization
Refined matching algorithms using historical correction data, added predictive anomaly detection, and automated compliance report generation.

## Key Results

- **52%** — Faster reconciliation
- **94%** — Accuracy rate (from 78%)
- **2-day** — Close cycle (from 5 days)
- **$340K** — Annual savings

## What They Said

> "Month-end used to be a nightmare — late nights, spreadsheet errors, and constant fire drills. Now our AI handles the heavy lifting and we close in 2 days with higher accuracy than we ever achieved manually. It's completely transformed how our finance team operates."
> — James Crawford, CFO, Meridian Capital Partners

## FAQ

**Q: How long did the implementation take?**
A: The full implementation took 10 weeks across 3 phases: financial workflow audit, AI integration and deployment, and process optimization with compliance automation.

**Q: How much time does the finance team save?**
A: Reconciliation time was reduced by 52%, and the month-end close went from 5 days to 2 days. The finance team reclaimed approximately 120 hours per month.

**Q: Does it work with existing accounting systems?**
A: Yes. The solution integrates with existing ERP, banking platforms, and accounting software via secure APIs. No system replacement is required.

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*Read the full case study at [https://dsm.promo/case-study-finance](https://dsm.promo/case-study-finance)*
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