Case Studies

Configured Claude at work.

Every AMW engagement ends with a finance team that can ask a hard question in plain language and get a straight answer back. Client names are withheld by agreement. The analysis is not.

What we connected
QuickBooks Online
Financials
HubSpot
Sales pipeline
ClickUp
Delivery & time
Google Workspace
Sheets & docs
Configured Claude Skills
Client profitability P&L forecasting Cash runway Hiring scenarios Repricing analysis CEO-level briefings
$150K Annualized Savings
Analyst-level output on demand, at a fraction of the cost.
Represents the fully loaded annual cost of the financial analyst the company would otherwise need to produce this work.
Marketing & Professional Services

The Problem

Financials in QuickBooks, pipeline in HubSpot, delivery and time in ClickUp. Answering which clients were actually profitable, or whether the next hire was affordable, took a week of exports and hand-built spreadsheets. So mostly it didn't happen.

The Solution

AMW configured Claude as the agency's financial analyst: live connections to all three systems, a data layer that reconciles them, and an instruction set that teaches Claude how this business allocates overhead, forecasts its P&L, projects cash, and frames a hire or a rate change. Answers come back with the reasoning shown.

“AMW Analytics built a custom financial analysis tool for us right inside Claude that can answer any finance question I have about my business. This month I used it to analyze three different hiring options that I've been considering. It pulled all the right data on its own, estimated the impact on my budget for each scenario, and helped me think through how the various hiring options fit with my other strategic priorities. This sort of thing would take someone on my team a week to work through, but AMW's tool did it in minutes.”

Founder & CEO
More to come. Additional client deployments are underway now.

See what your Claude could be doing.

Book a 30-minute demo, or meet with our Founder to learn more.