Financial Intelligence for Mid-Market Leaders

Ask the hard financial question.
Get the answer today.

AMW builds a persistent AI-powered analytical environment connected to your actual financial data — so when the question comes, the infrastructure to answer it is already there. Built for mid-market companies between $10M and $200M in revenue. Currently serving companies using QuickBooks Online..

Schedule a Demo Try it live →
The Problem
When a high-stakes decision lands on your desk,
how long does the right analysis take?
Current state
Business faces complex decision Analysis requested Analysis conducted Decision made
With AMW
Business faces complex decision Infrastructure already in place, Analysis completed in minutes Decision made
How It Works

Your data. Your models.
Claude as the reasoning engine.

AMW's interface is conversational. But what makes it useful isn't the chat interface — it's what's behind it.

Data Sources
Your systems,
connected
  • QuickBooks Online
  • CRM
  • HRIS
  • PM Tools
  • Other systems
→
AMW
Financial
model layer
  • Client profitability
  • Cash runway
  • P&L forecast
  • Scenario models
→
Reasoning
Claude
  • Interprets,
  • synthesizes,
  • responds in
  • plain language
→
Output
Fast, credible
answers
  • To hard questions
  • On demand
  • Every time
Live Data
Your systems and data, on demand
QuickBooks, CRM, HRIS — pulled live, not exported and uploaded. The answer you get today reflects all your latest data.
Validated Models
Your financial logic, encoded
Your forecast, budget, cash runway, and other custom models — configured for your specific business, not just raw data fed to an LLM.
Private Environment
Your data, isolated
A dedicated, company-specific environment. Nothing shared with other clients — not data, not models, not configurations.
CFO-Grade Output
Answers you can act on
Not a dashboard. Not a report. Structured answers in the language executives use — designed to support your judgment, not replace it.
See It Live

The best way to understand
AMW is to see it working.

The AMW Demo is connected to a fictional brand strategy agency called Brightline Creative Group. It leverages a full set of synthetic financial data — client revenue, margins, cash runway, forecast, and more. Ask it anything you'd ask your own CFO.

Launch the Brightline Demo

Demo environment — synthetic data only. No login required.

What It Unlocks

A finance function that
punches above its weight.

Build the analytical infrastructure once. Every question after that costs less than the last.

Scenario
Before AMW
With AMW
CEO asks the Finance team to reprice the top three clients.
The request goes into the finance team's queue. Once prioritized, the analysis takes hours or days to complete.
Your company's repricing infrastructure is already in place and the data is live. Three scenarios in CEO-ready format ready in minutes.
Same question comes up again next quarter.
Analyst gathers the latest data, refreshes the model, and prepares a report or a slide deck.
Refreshed analysis available in minutes. Nothing rebuilt.
Leadership needs answers to a one-off financial question.
Most financial analysis is project work — built once for a specific question, then difficult to revisit.
Built once. Data always current. Available to be refreshed quickly, any time.
CEO needs a quick analysis but Finance is at capacity.
Ad hoc questions depend on analyst availability, or deprioritizing other important tasks.
Ad hoc questions are answered on demand.
CEO asks the Finance team to reprice the top three clients.
Before AMW
The request goes into the finance team's queue. Once prioritized, the analysis takes hours or days to complete.
With AMW
Your company's repricing infrastructure is already in place and the data is live. Three scenarios in CEO-ready format ready in minutes.
Same question comes up again next quarter.
Before AMW
Analyst gathers the latest data, refreshes the model, and prepares a report or a slide deck.
With AMW
Refreshed analysis available in minutes. Nothing rebuilt.
Leadership needs answers to a one-off financial question.
Before AMW
Most financial analysis is project work — built once for a specific question, then difficult to revisit.
With AMW
Built once. Data always current. Available to be refreshed quickly, any time.
CEO needs a quick analysis but Finance is at capacity.
Before AMW
Ad hoc questions depend on analyst availability, or deprioritizing other important tasks.
With AMW
Ad hoc questions are answered on demand.
About

Built by finance leaders,
for finance leaders.

15 years in senior finance roles, including 10+ at Amazon
Former Head of Finance at a mid-market tech company
Operator background — not consulting
Seattle, Washington

AMW Analytical Systems was founded by Adam Ware, a senior finance executive who spent his career inside fast-moving tech companies watching a familiar pattern repeat itself: when a high-stakes decision arrived, financial analysis needed to unlock the best decision often took too long to be truly useful.

AMW exists to solve that structurally — not by delivering one-off analysis, not by coaching finance teams to work faster with the same old tools, but by building persistent infrastructure that brings together your data and your financial models with cutting edge LLMs in a secure environment.

The product is a configured, company-specific environment — connected to your systems, validated against your data, and built to quickly analyze the decisions your leadership team actually faces.

Get in Touch

Let's talk about
your business.

The best way to understand what AMW does is to see it. In a 45-minute demo we can give you a working view of the product against real financial data, and talk through what it would look like configured for your business.

Schedule a 45-minute demo
Questions? Contact us directly or send a message here →
[email protected]
(206) 398-9719

We respond within one business day.

Message received.

Thank you for reaching out. Adam will be in touch within one business day.

In the meantime, feel free to book a conversation directly.

Does your company use
QuickBooks Online?