Breaking
BILL WELLS leads AMPL Optimization, the gold standard in algebraic modeling languages. BELL LABS, 1985 - the birthplace of AMPL, alongside Unix and C. 100+ corporate clients across 40+ industries. SOLVER-AGNOSTIC - one language, every major optimization engine. UC BERKELEY mathematician now steering optimization's quiet powerhouse.
Profile - Optimization

Bill Wells

He doesn't solve the world's hardest decisions. He builds the language that lets a computer do it - across power grids, portfolios, and supply chains nobody can hold in their head.

AMPL
CEO - AMPL Optimization Inc. - Mountain View, CA
21
Person team
40+
Industries served
1985
Language born
100+
Corporate clients

Running the quiet engine behind very loud decisions

When a utility decides how to dispatch power across a grid at 3 a.m., or a bank rebalances a portfolio against a thousand constraints, there is a good chance the math underneath was written in AMPL. Bill Wells is the CEO of the company that makes it. He is not a household name, and that is rather the point - optimization is invisible right up until the moment it isn't.

AMPL stands for "A Mathematical Programming Language." It was designed in 1985 at Bell Laboratories, the same lab that gave the world Unix and the C programming language. Wells now runs the small California company that turned that research artifact into commercial infrastructure used by enterprises, governments, and universities across more than forty industries.

His training fits the job. Wells holds a Master's in Mathematics from the University of California, Berkeley, earned in the late 1980s. Before AMPL, his path ran through the consulting firm Quovera and even a stint connected to Mountain View High School - a reminder that the people who end up running deeply technical companies don't always arrive by the obvious road.

A language that speaks human and machine

The trick AMPL pulls off is translation. A planner thinks in messy, real-world rules: don't exceed capacity, meet demand, keep costs down, obey the regulator. A solver wants cold linear algebra. AMPL sits in between, letting you write models in something close to ordinary algebra and then handing them to whichever solver you like.

Model once

Write a problem in familiar algebraic notation instead of wrestling it into a solver's native format. The model reads like the math, not like plumbing.

Solve anywhere

AMPL is deliberately solver-agnostic. Commercial, open-source, linear, nonlinear, global - it talks to all the major engines and plays favorites with none.

Ship to production

APIs for Python, R, C++, C#, Java and MATLAB carry models out of the notebook and into live business workflows where decisions actually get made.

Optimization touches more of your day than you think

AMPL's customers span energy and utilities, finance, supply chain, transportation and tech. The bars below sketch where large-scale optimization tends to do the heaviest lifting - illustrative of the platform's reach, not a financial breakdown.

Energy & Utilities
Supply Chain & Logistics
Finance & Portfolio
Transportation
Manufacturing & Scheduling

Bell Labs gave the world C, Unix, and AMPL. Wells is the steward of the third.

From a 1985 research project to a California C-Corp

1985
AMPL is designed at Bell Labs by Robert Fourer, David Gay, and Brian Kernighan - the last of whom co-created the C language.
1987-1989
Bill Wells studies mathematics at UC Berkeley, earning a Master's degree - the foundation for a career spent close to hard problems.
2012
The AMPL book goes free online and its founders are awarded the INFORMS Impact Prize, recognizing the language's influence on the field.
2013
AMPL Optimization Inc. is founded as an independent California C-Corporation - nearly three decades after the first line of the language was written.
2014
A comprehensive API ships, opening AMPL to Python, R, C++, C#, Java and MATLAB and pulling the language firmly into the modern software stack.
2019
Wells works the booth at the INFORMS Business Analytics Conference in Austin alongside co-founder Robert Fourer and the team - a Gold Sponsor that year.
2025
AMPL stays on the circuit, appearing at events like the Gurobi Decision Intelligence Summit to show how its models turn tangled constraints into clear, solvable problems.

Small company, outsized footprint

~21

Employees running a platform used by enterprises, governments, and universities worldwide.

3

Co-founders - Fourer, Gay, and Kernighan - the third a co-creator of C and Unix.

6

Programming languages the AMPL API speaks: Python, R, C++, C#, Java, MATLAB.

2013

The year a 1985 Bell Labs language formally became an independent company.

Optimization's family tree

There's a nice symmetry to the company Wells runs. AMPL shares a birthplace with two of computing's most important inventions, and one of its three creators - Brian Kernighan - literally helped write the book on C. That heritage isn't a marketing line; it sits on the board of directors.

A modeling language built by the people who built the tools everyone else's tools are built on.

Optimization, in production

The throughline of Wells-era AMPL is a shift in posture: from a beloved academic modeling language into modern, API-driven infrastructure that businesses run every day. The pitch is decision intelligence - take the constraints a business already lives with and turn them into models that produce answers fast enough to act on.

That ambition explains the company's presence at decision-intelligence summits and its steady investment in connectors for the Python ecosystem. The goal isn't to win a benchmark. It's to be the layer optimization quietly runs on.