Category
The data & analytics AI tools the Shadow AI List tracks, ranked by the AI Exposure Index: how likely each is to be in use, weighted by data risk. 32 tracked in this category. Each links to its profile with detection domains and risk detail.
Scoring from the open Shadow AI List methodology. Higher exposure = more likely in use; higher risk = more concern.
| # | Tool | Exposure | Risk | Enterprise use |
|---|---|---|---|---|
| 1 | Databricks databricks.com | 77 | 78 · High | high |
| 2 | Kensho (S&P Global) kensho.com | 68 | 63 · High | high |
| 3 | AlphaSense alphasense.com | 67 | 62 · High | high |
| 4 | H2O.ai h2o.ai | 56 | 57 · Moderate | medium |
| 5 | Ntropy ntropy.com | 53 | 62 · High | medium |
| 6 | DataRobot datarobot.com | 48 | 77 · High | low |
| 7 | Scale AI scale.com | 47 | 35 · Low | high |
| 8 | Logic Loop logicloop.io | 46 | 70 · High | low |
| 9 | Julius AI juliusai.com | 40 | 61 · High | low |
| 10 | Linux Foundation mlflow.org | 40 | 47 · Moderate | low |
| 11 | Obviously AI obviouslyai.com | 40 | 62 · High | low |
| 12 | ChatCSV chatcsv.com | 39 | 59 · Moderate | low |
| 13 | MonkeyLearn monkeylearn.com | 39 | 60 · High | low |
| 14 | MindsDB mindsdb.com | 39 | 55 · Moderate | low |
| 15 | Vanna AI vanna.ai | 39 | 74 · High | medium |
| 16 | Akkio akkio.ai | 38 | 58 · Moderate | low |
| 17 | Hex hex.tech | 34 | 45 · Moderate | medium |
| 18 | Cleanlab cleanlab.ai | 34 | 42 · Moderate | medium |
| 19 | Aifordatabase aifordatabase.com | 33 | 75 · High | - |
| 20 | Text2sql text2sql.ai | 33 | 75 · High | - |
| 21 | Contextdata contextdata.ai | 33 | 74 · High | - |
| 22 | Thebricks thebricks.com | 33 | 74 · High | - |
| 23 | Aito.ai aito.ai | 31 | 57 · Moderate | - |
| 24 | MinusX minusx.ai | 25 | 75 · High | low |
| 25 | AI2SQL ai2sql.io | 25 | 74 · High | low |
| 26 | DataLine dataline.app | 25 | 74 · High | low |
| 27 | Fiscal.ai (FinChat) finchat.io | 25 | 74 · High | low |
| 28 | Maxim AI getmaxim.ai | 25 | 74 · High | low |
| 29 | Harvey harvey.ai | 24 | 70 · High | low |
| 30 | Spellbook spellbook.legal | 24 | 70 · High | low |
| 31 | Artificial Analysis artificialanalysis.ai | 22 | 55 · Moderate | low |
| 32 | WrenAI getwren.ai | 20 | 44 · Moderate | low |