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What AI does Lightmatter use?

lightmatter.co

1

AI tool in use at Lightmatter

1 confirmed 0 observed

Lightmatter uses 1 AI tool: Concourse (Finance & Accounting AI). A published story, quote or press release confirms it.Latest check Oct 7, 2026: 1 of 1 tool checked, from 3 public sources.

AI tools in use
1
Latest check
October 7, 20261 of 1 tool checked so far

Every AI tool at Lightmatter

1 line, each linked to the public page behind it. Open a row to see the dated capture.

ToolTeamFirst public proofProofSource
ConcourseFinance & Accounting AI—concourse.ai

“First public proof” is the earliest public page we have dated: a mention (“on or before”), a job post or a start the source states. Our capture dates are not adoption dates.

In Lightmatter's own words

Published results, each linked to its dated source. We quote, we do not score.

Concourse transformed how we analyze our financial data in a deep tech environment. We now generate insights 2x faster while spending 90% less time on manual processes.
Justin Hammergren, Head of FP&A, Lightmatter, Concourse. Source, Captured Oct 7, 2026
Six months in, my team isn't doing manual finance work. They're doing strategy. The work that used to take a week takes an hour.
Justin Hammergren, Head of FP&A, Concourse. Source, Captured Oct 7, 2026

Questions about AI at Lightmatter

What AI tools does Lightmatter use?

Lightmatter uses 1 AI tool: Concourse. 1 is confirmed by a published story, quote or press release, and none is listed on the vendor's own pages.

How does usedby know which AI tools Lightmatter uses?

Each tool is linked to a public page that names Lightmatter: a vendor's customer page, a published case study, a press release or a job post. We save each page with a dated capture and check it again on each run. A tool leaves the list only after three checks in a row that no longer find Lightmatter, and at least 14 days after it was last seen. A tool with a published case study or quote is never removed automatically.