Ross Cefalu

Ross Cefalu co-founded Lumetric with Davis Palmie to build AI workflows for deal teams. Ross argued that an AI analyst should take on a whole assignment: preparing a table of comparable companies, for example, means finding the companies, reconciling their figures, and formatting the result for a presentation. Autocompleting a spreadsheet cell leaves most of that work to the analyst. Factory acquired Lumetric in May 2026.

From personalized audio to deal analysis

Ross and Davis met in their first year at Georgia Tech. Ross was an early engineering hire at Flock Safety and later helped rebuild the experience for launching apps at Microsoft. The pair went through Y Combinator’s Winter 2024 batch and launched PocketPod, which used language models and text-to-speech to turn news into audio briefings tailored to listeners’ interests.

At Lumetric, the founders built for analysts who needed spreadsheets, presentations, and memos they could use in a deal. A Lumetric product example shows what Ross meant by taking on the whole assignment: to prepare a rent roll for review, the system standardizes tenant names, flags missing fields, and checks entries against lease summaries. The analyst can then focus on what the discrepancies mean for the deal.

Delegating a stream of work

When Factory acquired Lumetric, Ross and Davis said they would help shape the Factory Desktop App. For longer assignments, they wanted agents that could work across tools, check their output, and collaborate with the people using it. Ross’s scheduled AI Engineer Code 2026 workshop, where he is listed as a member of Factory’s technical staff, applies that approach to software development: define the scope of an entire workstream, set guardrails, and decide where people should review the work on its way from an initial goal to merged pull requests.