# Whistleblowing and investigations for enterprise buyers: what AI models recommend, October 2026

HR AI Recommendation Index, October 2026 Edition. Asked as "whistleblowing and investigation platform" and as "ethics hotline and case management tool", six framings each, to fourteen models with search on, on behalf of an enterprise B2B company. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories. Page: https://hr-ai-index.com/core/whistleblowing-and-investigations/enterprise/

**Standing:** NAVEX One leads with 35% of first choices; verdict contested. 54 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | NAVEX One | 35% | 10% | 50 |
| 2 | SpeakUp | 7% | 0% | 28 |
| 3 | EthicsPoint | 7% | 21% | 14 |
| 4 | Case IQ | 6% | 0% | 26 |
| 5 | Whispli | 6% | 4% | 28 |
| 6 | HR Acuity | 6% | 8% | 12 |
| 7 | Whistlelink | 4% | 10% | 20 |
| 8 | EQS Integrity Line | 2% | 4% | 27 |
| 9 | FaceUp | 2% | 17% | 18 |
| 10 | Ethico | 2% | 10% | 10 |
| 11 | Convercent | 0% | 18% | 11 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: NAVEX One; alternatives EQS Integrity Line, SpeakUp, Vault Platform, Whispli
- GPT-5.4 mini: EthicsPoint, NAVEX One; alternatives Case IQ, SpeakUp, Whispli
- Gemini 3.5 Flash: NAVEX One; alternatives AllVoices, Case IQ, EQS Group, HR Acuity
- Perplexity Sonar: NAVEX One; alternatives SpeakUp, Whispli
- Grok 4.1 Fast: Diligent SpeakUp, NAVEX One; alternatives Case IQ, EQS Integrity Line, Resolver Whistleblower
- Mistral Small: EQS Integrity Line, NAVEX Whistleblowing & Case Management; alternatives Case IQ, SpeakUp
- DeepSeek V4 Flash: NAVEX One; alternatives Convergent by OneTrust, EUCS Integrity Line, FaceUp, Whispli
- Llama 4 Maverick: SpeakUp; alternatives NotMe, Whistlelink
- Qwen 3.7 Flash: NAVEX One; alternatives AllVoices, Convercent
- Kimi K2: EthicsPoint, NAVEX One; alternatives Case IQ, Whispli
- GLM 4.7 FlashX: NAVEX EthicsPoint; alternatives EQS Integrity Line, FaceUp, SpeakUp, Whistlelink
- MiniMax M2.5: NAVEX One, SpeakUp; alternatives Canary Whistleblowing System, Guideflow, Ordio
- GPT-6 Luna: NAVEX One EthicsPoint Essentials; alternatives Case IQ, EQS Integrity Line, OneTrust Speak-Up Culture Assurance
- Muse Glimmer 30B: EthicsPoint, NAVEX One; alternatives Case IQ, EQS Integrity Line

## Sources the answers cite

81 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- navex.com: 54 answers, 109 citations
- guideflow.com: 48 answers, 52 citations
- whistlelink.com: 46 answers, 59 citations
- ordio.com: 39 answers, 51 citations
- g2.com: 32 answers, 56 citations
- speakup.com: 31 answers, 45 citations
- faceup.com: 31 answers, 40 citations
- whispli.com: 24 answers, 33 citations

Pages named in the most answers:

- https://guideflow.com/blog/whistleblowing-software (39 answers)
- https://ordio.com/en/insights/guides/whistleblowing-software (35 answers)
- https://navex.com/en-us/platform/whistleblowing-software-solutions (30 answers)
- https://whistlelink.com/en-us/blog/best-whistleblowing-software-2026-top-rated-digital-solutions (30 answers)
- https://diligent.com/resources/blog/best-whistleblowing-software (22 answers)
- https://gartner.com/reviews/market/whistleblowing-software (21 answers)
- https://elker.com/articles/whistleblowing-software (20 answers)
- https://g2.com/categories/whistleblowing?order=g2_score&page=6 (19 answers)
- https://us.fitgap.com/search/whistleblowing-software/enterprise (19 answers)
- https://firsthr.app/compare/general/whistleblower-platform (17 answers)

## Warned against

- NAVEX One: 5 of 50 labels negative. "But it suffers from lengthy implementation times and hard-to-use design... The caution is not that NAVEX is insecure, it is that large enterprises need to validate implementation timelines, UX for reporters and investigators, and total cost of ownership" (Muse Glimmer 30B, negative prompt)
- EthicsPoint: 3 of 14 labels negative. "NAVEX is known for charging "professional services" fees if you need to customize your intake forms or workflows after implementation." (Gemini 3.5 Flash, budget prompt)
- Google Forms: 2 of 2 labels negative. "Platforms/Approaches to Strongly Avoid: Email, Shared Inboxes, or Basic Forms (e.g., Google Forms, Outlook/Shared Drives)" (Grok 4.1 Fast, negative prompt)
- Convercent: 2 of 11 labels negative. "Avoid or demand immediate remediation proof: Convercent (due to the documented critical security disclosures)" (Kimi K2, negative prompt)

## 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.