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Happy Hump Day! It's use case Wednesday again. (Time to break it down)

Published 5 months ago • 1 min read

Wednesday · April 9, 2026 · Issue #013

Every Wednesday I break down a real use case — a specific business problem, the AI tools that solved it, and the numbers behind the result.

Today: how a 30-person operations company cut $8,400/month in software costs and recovered 22 hours per week by consolidating three separate platforms into an AI-powered stack.
🎯 The Problem

A 30-person custom manufacturing company was drowning in software fragmentation. They had a legacy ERP system for production planning ($3,200/month), a separate business phone system that required dedicated hardware ($1,800/month), and a manual catalog and product listing process that consumed 15 hours per week of their operations coordinator's time.

None of the three systems talked to each other. Production schedules lived in the ERP, customer calls came through the phone system with no CRM connection, and the product catalog was maintained in a spreadsheet. The operations manager described it as "running a modern business on infrastructure built in 2009."
🤖 The AI Stack That Replaced It

🏭 MrPeasy — From $49/mo ✦ Partner

Replaced the legacy ERP. MrPeasy is a cloud-based manufacturing ERP and MRP system built specifically for small manufacturers — production planning, inventory management, shop floor tracking, and cost calculation in one platform. The team migrated in three weeks and cut production planning time by 40%.

Savings vs. legacy system: $2,950/month

📞 Unitel Voice — From $9.99/mo ✦ Partner

Replaced the hardware-dependent phone system entirely. Unitel's AI-powered virtual business phone system runs on any device, includes call routing, voicemail transcription, and auto-attendant — no hardware required. The team went from a $1,800/month on-premise system to $60/month for the whole company.

Savings vs. legacy system: $1,740/month

📋 Catalister — Free / Paid ✦ Partner

Replaced the spreadsheet-based product catalog entirely. Catalister's AI-powered catalog management automates listing creation, product content generation, and inventory organization across sales channels. The 15 hours per week the operations coordinator spent maintaining the catalog manually dropped to under 2 hours. That's 13 hours per week returned to higher-value work.

Time recovered: 13 hours/week · Equivalent labor value: $3,250+/month

📊 Combined Impact After 60 Days

$8,400

Monthly software savings

22 hrs

Weekly time recovered

40%

Reduction in production planning time

3 wks

Full migration timeline

💡 The Operations Lesson

Legacy software stays in place because change feels expensive. The migration cost for this company — in time and temporary disruption — paid back in the first month. The real cost was staying with systems that were never designed for how their business actually operates.

The question worth asking about every piece of software in your stack: was this built for a business like yours, or did you inherit it?

Find all three tools in the vault →

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