Build AI for the world's biggest decisions
Every important business decision is underpinned by a financial model. This is the code that the global economy is governed by, but it remains almost untouched by AI. That is where we come in with the world's leading AI for financial modelling.
Our mission is to help businesses make better decisions by making analysts superhuman. This is a rare opportunity to solve a complex, valuable problem and have a GDP-level impact. We’re backed by leading VCs and are looking for exceptional people to work with us.
Our Vision

LLMs theoretically expand the intelligence available to businesses, but the reality for customers has fallen short. Analytical workflows in consulting, banking, and investment remain largely untouched by AI.
The gap exists for two reasons:
LLMs ‘out-of-the-box’ are not optimised for the quantitative, structured problem-solving needed for high-value analysis
The interfaces analysts need to direct, validate, and manage these models simply do not exist.
Tracelight solves both.
We engineer around foundation models to adapt them to the tasks analysts actually perform, and we build interfaces that allow you to work seamlessly with AI.
This approach has produced the world’s best AI add-in to Excel for financial modelling. With Tracelight, analysts finally see the 10x productivity improvements they should expect from AI. But this opportunity goes deeper.
Where we are going: We expect the power of AI to increase rapidly. At the very least, the next industry evolution will involve asynchronous AI task completion; dynamic, real-time deliverables; and business model innovation. This presents a once-in-a lifetime opportunity for our customers to reshape their industries. Our goal is to partner deeply with our customers on this journey, helping you build a lasting advantage in the age of AI.
-Peter Fuller, Founder & CEO of Tracelight
How We Work
We are building an elite team focused on solving a hard problem. Our culture is shaped by a small set of principles that guide our work.
Focus
We only do what accelerates our mission. We say no to everything else, even when it’s hard.
Truth
We care about what is true. We judge ourselves by results in the real world, not proxies, and we change our minds when we are wrong.
Effort
Worthwhile things are hard. We expect to fail often, but we only take on difficult challenges and we don't give up.
Service
The only purpose of a company is to serve its customers. We go to extreme lengths to make our customers win.
Open Roles
We are hiring for several foundational roles.
Engineering
Ops
No roles available for this department at the moment.
Sales




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