# INOP: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 1 judge labels across 1 categories by 1 of 14 models. Page: https://hr-ai-index.com/vendors/inop/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Skills intelligence | 2% | 17 | 0% | 1 |

## What the models said for it

- "INOP is recommended for enterprise and mid-market teams focused on strategic workforce planning and compensation analytics" (Claude Haiku 4.5, Skills intelligence)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Skills intelligence: 0% to 2%, +2. Inside the floor by 11 points · rank 28 → 17 of 127.

## In its own words

What INOP's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Strategic Workforce Intelligence Platform (https://inop.ai/)
- For: CEOs, CHROs, CFOs, HR teams; mid-size to large enterprises; CHRO, CEO & CFO, Board, PE Operating Partner (https://inop.ai/)
- Hosting: Amsterdam, Netherlands
- Customers named: Skyborn Renewables, Hypoport SE, BUX, ImFusion, Allchiefs, Broadridge, ING, KPN

## What it publishes

Every page inop.ai exposes, read 2026-09-29: 228 addresses. By kind, pages and the last 90 days:

- blog: 133 pages, 4 in the last 90 days, latest 2026-09-22
- case study: 3 pages, 0 in the last 90 days, latest 2026-03-24
- report or ebook: 1 pages, 1 in the last 90 days, latest 2026-07-14
- comparison: 12 pages, 0 in the last 90 days, latest 2026-05-07
- glossary or explainer: 8 pages, 0 in the last 90 days, latest 2026-04-07
- Recent: 2026-09-22 blog: Why labour cost savings are the wrong ai metric https://inop.ai/why-labour-cost-savings-are-the-wrong-ai-metric
- Recent: 2026-07-28 blog: The visibility gap behind ai failure https://inop.ai/the-visibility-gap-behind-ai-failure/
- Recent: 2026-07-23 blog: Boards cant explain ais workforce impact https://inop.ai/boards-cant-explain-ais-workforce-impact/
- Recent: 2026-07-14 report or ebook: Report https://inop.ai/report/
- Recent: 2026-07-08 blog: Start with what matters critical role intelligence as the entry point for strategy execution https://inop.ai/start-with-what-matters-critical-role-intelligence-as-the-entry-point-for-strategy-execution
- Recent: 2026-06-27 blog: Moving from system of record to system of intelligence https://inop.ai/moving-from-system-of-record-to-system-of-intelligence

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, October 2026 Edition, hr-ai-index.com.