Gossamer

Three reports on how fincrime vendors talk to the market.

We track 333 financial-crime software vendors in the US and Europe. Each report answers one question from public sources: what vendors announce after raising, how real their AI agents are, and whether their headlines say anything a competitor could not. Read the previews and download the reports you want, free.

Cover of After the Round, a Gossamer report on how fincrime software vendors talk to the market after raising a round
Report 01 / 27 pages / November 2026

How fincrime software vendors talk to the market after raising a round

What fincrime vendors announced in the year after raising

In the year after raising money, the financial-crime software vendors we track mostly announced partnerships and new products, and a third of those we could follow for a full year announced no partnership, launch, customer or new market. US vendors talk about AI agents far more often than European vendors, while most of the vendors that changed owner are European.

Three of the key findings
64%

Announcements in the year after a round focus mostly on partnerships and products. Of the 45 vendors we could follow for a full 12 months after raising, 29 (64%) announced a partnership or a product launch.

38% vs 7%

The Atlantic has an AI gap. In the past year, 38% of US vendors launched a product that mentions AI agents, against 7% of European vendors (European here includes the UK).

26

Consolidation runs alongside fundraising. Since May 2024, 26 tracked vendors have changed owner through 23 deals, roughly one deal for every four vendors that have raised.

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Cover of The Agent Race, a Gossamer report on how real fincrime vendors' AI agents are
Report 02 / 18 pages / November 2026

The Agent Race

How real are fincrime vendors' AI agents?

Of the 333 financial-crime software vendors we track, 129 say they offer AI agents. When we checked the evidence behind those claims, most vendors could point to a concrete product, only 10 named a customer using one in production, and US vendors stayed ahead of European vendors at every step.

Three of the key findings
10

Few vendors name a customer using their agents. Only 10 have a named customer using a work agent or assistant in production.

119

Most agent claims point to a concrete product. Of the 129 vendors that claim AI agents, 119 have a concrete work agent, assistant or agent-trust product, and 110 have one on general release.

40% vs 17%

The Atlantic gap holds after checking. 40% of US vendors have a work agent or assistant on general release, against 17% of European vendors.

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Cover of Sounding the Same, a Gossamer report on fincrime vendor homepage headlines
Report 03 / 18 pages / November 2026

All Fincrime vendors make the same claims, who should you believe?

How fincrime software vendors market themselves

Most financial-crime software vendors open their homepage with a headline that most of their competitors could credibly claim as well. Of 328 vendors, 83% fail a strict test of distinctiveness and few say in their headline who the product is for. Where vendors do show proof, it rarely reaches the headline.

Three of the key findings
83%

Most headlines could belong to a competitor. On a strict test, the headline and opening line of 271 of 328 vendors (83%) would read as true for most competitors in the same category.

48%

More headlines lead with the technology than with a result. Almost half (158, or 48%) lead with what the product is or does technically.

17%

Few headlines say who the product is for or make a checkable claim. Only 56 headlines (17%) name the buyer and 71 (22%) make a specific, checkable claim.

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