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We are building the system that makes every commercial decision in an industrial company evidence based.

Large companies spend millions on pricing and growth programs that end with a report. Aristotle turns that work into software that runs every day, so mid market industrial companies get the same capability at a fraction of the cost.

Why now

Three shifts make AI-native pricing and growth possible today.

payments
Pricing is the strongest profit lever

A one percent price improvement lifts operating profit far more than the same gain in volume or cost, yet most mid market companies still price from spreadsheets.

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Commercial data now sits in one place

Cloud ERP and CRM systems hold quotes, orders and accounts in a form that software can read directly.

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Agents can do the analyst work

Language model agents now read filings, quotes and market data, and check their own work, at a cost no consulting team can match.

Our story

Aristotle grew out of more than 50 programs that proved the method and showed it could be automated.

2016 to 2024
The method

Sam Garg led more than 50 pricing, growth and diligence programs for industrial companies as an Associate Partner at McKinsey.

2024
The founding

Aristotle Technology is founded to turn the method into software that clients keep.

2025
First deployments

Pricing Intelligence and Forecasting deliver $8M and $150M of impact at two semiconductor companies.

2026
The platform

Three products and a research engine run on one commercial data model, deployed at industrial companies.

What we believe

Four principles shape the product and the way we work with clients.

fact_checkEvidence before opinion

Every recommendation shows its source and its working.

handshakePaid on impact

Results are measured in the P&L against a baseline agreed with finance.

keyThe client owns the capability

Data, models and applications stay with the client.

autorenewCompounding over time

Each quarter of data makes every application more accurate.

Leadership

The team brings together strategy consulting and operating experience.

Sam GargSam Garg
Founder and Chief Executive

Former McKinsey Associate Partner who led more than 50 growth, pricing and diligence programs for Fortune 500 industrial companies.

Beatriz AbramofBeatriz Abramof
Chief of Staff

Runs deployments end to end, from the first data connection to quarterly reviews.

Before Aristotle

The method was proven by hand on more than 50 programs.

Growth strategy, pricing and diligence work for industrial companies, led by the founder at McKinsey. One example is published; more follow once cleared for publication.