AI for insurance underwriting, claims handling, fraud detection and pricing.
160 companies on usedby use at least one of the 8 tools in this category with a public customer. Akur8 leads with 105 companies. Then come hyperexponential (25) and Shift Technology (12). 11 companies run two of these tools or more. The most common pair is Indico Data with hyperexponential (4 companies).Latest check Oct 8, 2026: 173 of 173 public lines checked. Counts are of companies on usedby, not of the whole market: we list a company when a public page shows its AI tools.
160
companies on usedby use a tool of this category
Companies per tool. A company using two tools counts for both.
Counts include job-post signals, drawn apart on each tool page.
Companies with a public line for each tool. Job-post signals count and are drawn apart in the proof bar.
| # | Tool | Customers | Proof |
|---|---|---|---|
| 1 |  Akur8 | 105 | |
| 2 |  hyperexponential | 25 | |
| 3 |  Shift Technology | 12 | |
| 4 |  Tractable | 11 | |
| 5 |  Federato | 6 | |
| 5 |  Indico Data | 6 | |
| 5 |  Sixfold | 6 | |
| 8 |  Gradient AI | 2 |
11 companies run two of these tools or more. The most common pair is Indico Data with hyperexponential, at 4 companies.
Akur8105 customersAkur8 is used by 105 companies on usedby, 22 confirmed by a case study, a named quote or a press release. Named customers include Walmart, KPMG, and Axa. Who uses Akur8, Akur8 vs Shift Technology
Customer page: akur8.com. Latest check of 105 of 105 lines: Oct 2, 2026.
hyperexponential25 customershyperexponential is used by 25 companies on usedby, 7 confirmed by a case study, a named quote or a press release. Named customers include Allianz, Apollo.io, and Markel. Who uses hyperexponential, hyperexponential vs Indico Data
Customer page: hyperexponential.com. Latest check of 25 of 25 lines: Oct 7, 2026.
Shift Technology12 customersShift Technology is used by 12 companies on usedby, 8 confirmed by a case study, a named quote or a press release. Named customers include Axa, Assurant, Inc., and Amica. Who uses Shift Technology, Akur8 vs Shift Technology
Customer page: shift-technology.com. Latest check of 12 of 12 lines: Oct 8, 2026.
Tractable11 customersTractable is used by 11 companies on usedby, 2 confirmed by a case study, a named quote or a press release. Named customers include Aviva, Kirmac Collision & Autoglass, and Admiral Seguros. Who uses Tractable, Akur8 vs Tractable
Latest check of 11 of 11 lines: Oct 8, 2026.
Companies first listed by a tool of this category in the last 90 days.
Side-by-side pages with the companies behind each tool.
Answers drawn from usedby data.
Akur8, used by 105 of the 160 companies on usedby in this category. Then come hyperexponential (25) and Shift Technology (12). Who uses Akur8.
Akur8: 105 companies on usedby, against 25 for hyperexponential. 2 companies use both, counting confirmed and observed lines only.
Yes: 11 of the 160 companies on usedby in this category run two or more. The most common pair is Indico Data with hyperexponential (4 companies).
By the number of companies with a public line for each tool, read from dated captures of vendor customer pages, case studies, press releases and job posts. Job-post signals count in the totals and are shown apart. usedby lists a company when a public page shows it, so these counts describe the companies on usedby, not the whole market.