2 categories · RankedHolistic AI
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| AI governance platforms | Data platform | 2% | 11 of 135 | 23% | 22 | accepted challenger | |
| AI security platforms | Security operations | 0% | 165 of 233 | 0% | 1 | under 10 labels · led by SentinelOne Singularity at 11% |
Movement
By model
How each model treated Holistic AI across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 0 | 1 | 1 | 1 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 2 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 2 | 0 | 0 | 3 |
| Kimi K2 | 0 | 1 | 1 | 2 | 4 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 1 | 2 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Start with a trial of Credo AI or Holistic AI if your priority is commercial compliance and customer trust.” Qwen 3.7 Flash · AI governance · paraphrase prompt · first choice
“Pairs technical risk libraries with regulator-aligned assessment workflows; good for enterprise risk quantification” Kimi K2 · AI governance · comparative prompt · alternative
“Best For: Organizations focused on detailed model risk management and independent auditing.” Qwen 3.7 Flash · AI governance · comparative prompt · alternative
“evolved from a bias-auditing specialist into a full-lifecycle AI governance platform” Claude Haiku 4.5 · AI governance · paraphrase prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“What to avoid ... Holistic AI – starts around $40K/year for SMBs” DeepSeek V4 Flash · AI governance · budget prompt · hard negative
“Holistic AI | Custom quotes | No self-serve pricing” Kimi K2 · AI governance · budget prompt · hard negative
“typically custom / enterprise pricing, often $25K-$250K+/year, and "pricing structure is less accessible for small teams"” Muse Glimmer 30B · AI governance · budget prompt · soft negative
“Broader Red Flags Across Many Platforms (e.g., Credo AI, Holistic AI, OneTrust, Domo-listed tools)” Grok 4.1 Fast · AI governance · negative prompt · soft negative
Named alongside
The products named in the same answers as Holistic AI, over the 79 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Holistic AI was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 77 of the 79 answers that named Holistic AI and are not a share of its labels.
Domains cited
228 of the 228 domain citations in answers naming Holistic AI came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
holisticai.com is not in Google's top ten for any of the category's searches. In the answers, Holistic AI takes 2% of first choices and Credo AI takes 18%.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 590 a month (“holistic ai”)
- AI search demand for its name, est.
- 3 a month
- Organic visits to its site
- about 3,208 a month
- Searches its site ranks for
- 775 · 21 in the top three
- Sites linking to it
- 2,419
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This edition- First choices
- 2 across its categories
- Named in
- 79 answers
- Its own site cited
- in 77 of the answers that named it
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 227 | undated | AI governance, Identity verification | ||
| Glossary or explainer | 120 | undated | GRC | ||
| News or press | 113 | 0 | 2026-06-25 | AI governance | |
| Conference or event | 34 | 0 | 2025-03-10 | ||
| Report or ebook | 24 | 1 | 2026-07-07 | AI governance | |
| Case study | 8 | 0 | 2024-09-09 | AI governance | |
| Comparison | 6 | undated | |||
| Webinar or virtual event | 2 | undated | |||
| Template or tool | 1 | undated |
Most recent
- 2026-07-07Holistic ai recognized gartner magic quadrant ai governance platforms report or ebook
- 2026-06-25Holistic ai welcomes vahe torossian to its board of directors news or press
- 2026-01-20State of ai regulations ebook report or ebook
- 2025-11-13Holistic ai university college london great agent hack 2025 news or press
- 2025-09-29Holistic ai launches new llm decision hub news or press
- 2025-09-23Holistic ai named top 10 winner in openai gpt oss 20b red teaming hackathon news or press
How it is countedHide how it is counted
Every page holisticai.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.
Follow Holistic AI
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Holistic AI is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- The leading enterprise AI governance platform. One end-to-end tool to identify, protect, and enforce AI governance at scale.
- For
- enterprises
- Integrations claimed
- 20 holisticai.com
- Certifications
- EU AI ActNIST AI RMFISO 42001EU AI Act, NIST AI RMF, ISO/IEC 42001
- Hosting
- USGBEUWorldwide
- Not stated on the pages read
- Price, starting price, free plan or trial, customers
What Holistic AI's own pages state, read October 5, 2026: holisticai.com, trust.holisticai.com, holisticai.com/use-case/ai-bias-assessment, holisticai.com/integrations. A claimed page can correct any of them.
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Holistic AI's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Holistic AI, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Holistic AI by email, built from the raw record of the edition. It shows:
- where Holistic AI is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Holistic AI, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.