tool

• id: 20551
  tools_id: AOAT-020551
  tools_url: https://zama.ai
  tools_name: Zama
  publish_date: 2019-11-21
  is_active: 1
  created_at: 2025-07-23T05:58:33.471061
  updated_at: 2025-07-27T08:15:21.895024
  

---

badges

• tool_id: 20551
  badge_id: 17
  is_active: 1
  created_at: 2025-07-21T12:34:56.046028
  value: 1
  id: 22713
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 20551
  badge_id: 25
  is_active: 1
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  value: 116905
  id: 39413
  updated_at: 2025-08-18T20:44:27.965323
  value_text:
  

---

images

• image_id: 48135
  tool_id: 20551
  image_url: https://ageofai.tools/wp-content/uploads/logo/AOAT-020551-logo.png
  image_type: logo
  alt_text:
  order:
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

• image_id: 48136
  tool_id: 20551
  image_url: https://ageofai.tools/wp-content/uploads/sc/AOAT-020551-sc02.png
  image_type: screenshot
  alt_text:
  order:
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

all_pricing_models

• pricing_model_id: 9
  pricing_model_name: Hybrid Models
  is_active:
  sort: 0
  

---

• pricing_model_id: 10
  pricing_model_name: Deprecated/Legacy
  is_active:
  sort: 0
  

---

• pricing_model_id: 1
  pricing_model_name: Free
  is_active: 1
  sort: 1
  

---

• pricing_model_id: 2
  pricing_model_name: Freemium
  is_active: 1
  sort: 2
  

---

• pricing_model_id: 12
  pricing_model_name: Free Trial
  is_active: 1
  sort: 3
  

---

• pricing_model_id: 3
  pricing_model_name: Subscription
  is_active: 1
  sort: 6
  

---

• pricing_model_id: 4
  pricing_model_name: Pay-As-You-Go (PAYG)
  is_active: 1
  sort: 4
  

---

• pricing_model_id: 5
  pricing_model_name: One-Time Purchase
  is_active: 1
  sort: 7
  

---

• pricing_model_id: 6
  pricing_model_name: Credit or Token-Based
  is_active: 1
  sort: 5
  

---

• pricing_model_id: 7
  pricing_model_name: Custom Pricing
  is_active: 1
  sort: 8
  

---

• pricing_model_id: 8
  pricing_model_name: Performance-Based
  is_active: 1
  sort: 9
  

---

• pricing_model_id: 11
  pricing_model_name: Miscellaneous
  is_active: 1
  sort: 10
  

---

active_pricing_model_names

ratings

• rating_id: 98138
  tool_id: 20551
  source_id: 3
  score: 4.945317832
  weight:
  comment:
  created_at: 2025-09-19T04:42:40.725529
  is_active: 1
  updated_at: 2025-09-19T04:42:40.725529
  

---

• rating_id: 68661
  tool_id: 20551
  source_id: 3
  score: 4.980515999
  weight:
  comment:
  created_at: 2025-08-14T21:10:37.00022
  is_active: 1
  updated_at: 2025-08-14T21:10:37.00022
  

---

• rating_id: 53491
  tool_id: 20551
  source_id: 3
  score: 4.896855
  weight:
  comment:
  created_at: 2025-06-28T08:10:47.696565
  is_active: 1
  updated_at: 2025-07-27T08:17:24.286376
  

---

seo

• seo_id: 20551
  tool_id: 20551
  title: Zama: Secure Computation & Data Protection (No Decryption Needed)
  tldr:
  short_description: Discover cutting-edge AI solutions transforming finance. Optimize operations, enhance decision-making, and unlock new opportunities with our intelligent tools.
  introduction_title: AI for Finance: Zama Revolutionizes Data Security
  introduction_body: AI for finance is rapidly evolving, but safeguarding sensitive financial data remains a paramount concern. Enter Zama, a groundbreaking tool leveraging Fully Homomorphic Encryption (FHE) to revolutionize data security in the financial sector. Zama empowers developers and businesses to encrypt, compute, and protect data without ever needing decryption. This means that valuable financial information can be analyzed and utilized while remaining confidential throughout the entire process. Zama's user-friendly libraries and frameworks simplify FHE integration, making it accessible even for those without deep cryptographic expertise. By leveraging Zama, financial institutions can enhance data privacy, streamline compliance efforts, and build trust with their customers in an increasingly digital world.
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  updated_at: 2025-07-27T08:11:20.221553
  

---

social_media

• tool_id: 20551
  network_id: 7
  social_media_url: https://t.me/zama_on_telegram
  is_active: 1
  created_at: 2025-07-01T18:37:30.527038
  id: 32983
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 20551
  network_id: 8
  social_media_url: https://discord.gg/zama
  is_active: 1
  created_at: 2025-07-01T18:37:30.527038
  id: 32984
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 20551
  network_id: 9
  social_media_url: https://github.com/zama-ai/tfhe-rs
  is_active: 1
  created_at: 2025-07-01T18:37:30.527038
  id: 32985
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 20551
  network_id: 11
  social_media_url: https://reddit.com/r/zama
  is_active: 1
  created_at: 2025-07-01T18:37:30.527038
  id: 32986
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 20551
  network_id: 12
  social_media_url: https://linkedin.com/company/zama-ai/
  is_active: 1
  created_at: 2025-07-01T18:37:30.527038
  id: 32987
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 20551
  network_id: 14
  social_media_url: https://twitter.com/zama_fhe
  is_active: 1
  created_at: 2025-07-01T18:37:30.527038
  id: 32988
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 20551
  network_id: 16
  social_media_url: hello@zama.ai
  is_active: 1
  created_at: 2025-07-01T18:37:30.527038
  id: 32989
  updated_at: 2025-07-27T08:14:10.033253
  

---

tags

• tool_id: 20551
  tag_id: 2
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 70683
  updated_at: 2025-08-30T11:35:36.519963
  

---

• tool_id: 20551
  tag_id: 6
  weight: 2
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 70684
  updated_at: 2025-08-30T11:35:36.519963
  

---

• tool_id: 20551
  tag_id: 5
  weight: 3
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 70685
  updated_at: 2025-08-30T11:35:36.519963
  

---

• tool_id: 20551
  tag_id: 93
  weight: 4
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 70686
  updated_at: 2025-08-30T11:35:36.519963
  

---

• tool_id: 20551
  tag_id: 54
  weight: 5
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 70687
  updated_at: 2025-08-30T11:35:36.519963
  

---

• tool_id: 20551
  tag_id: 91
  weight: 6
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 70688
  updated_at: 2025-08-30T11:35:36.519963
  

---

• tool_id: 20551
  tag_id: 220
  weight: 1
  is_active: 1
  created_at: 2025-08-30T11:36:52.34218
  id: 114403
  updated_at: 2025-08-30T11:36:52.34218
  

---

• tool_id: 20551
  tag_id: 205
  weight: 2
  is_active: 1
  created_at: 2025-08-30T11:36:52.789643
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  updated_at: 2025-08-30T11:36:52.789643
  

---

• tool_id: 20551
  tag_id: 70
  weight: 3
  is_active: 1
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  updated_at: 2025-08-30T11:36:53.229958
  

---

• tool_id: 20551
  tag_id: 11
  weight: 4
  is_active: 1
  created_at: 2025-08-30T11:36:53.667852
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  updated_at: 2025-08-30T11:36:53.667852
  

---

• tool_id: 20551
  tag_id: 294
  weight: 5
  is_active: 1
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  id: 114407
  updated_at: 2025-08-30T11:36:54.111052
  

---

• tool_id: 20551
  tag_id: 288
  weight: 6
  is_active: 1
  created_at: 2025-08-30T11:36:54.550975
  id: 114408
  updated_at: 2025-08-30T11:36:54.550975
  

---

• tool_id: 20551
  tag_id: 119
  weight: 7
  is_active: 1
  created_at: 2025-08-30T11:36:54.989882
  id: 114409
  updated_at: 2025-08-30T11:36:54.989882
  

---

• tool_id: 20551
  tag_id: 135
  weight: 8
  is_active: 1
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  id: 114410
  updated_at: 2025-08-30T11:36:55.428044
  

---

• tool_id: 20551
  tag_id: 110
  weight: 9
  is_active: 1
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  id: 114411
  updated_at: 2025-08-30T11:36:55.876383
  

---

• tool_id: 20551
  tag_id: 106
  weight: 10
  is_active: 1
  created_at: 2025-08-30T11:36:56.314473
  id: 114412
  updated_at: 2025-08-30T11:36:56.314473
  

---

toolsets

• tool_id: 20551
  toolset_id: 8
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 110378
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 20551
  toolset_id: 6
  weight: 2
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 110379
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 20551
  toolset_id: 21
  weight: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 110380
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 20551
  toolset_id: 29
  weight: 4
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 110381
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 20551
  toolset_id: 47
  weight: 5
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 110382
  updated_at: 2025-07-27T08:15:00.645841
  

---

jobs

• tool_id: 20551
  job_id: 42
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 230381
  updated_at: 2025-07-27T08:12:08.543303
  

---

platforms

• tool_id: 20551
  platform_id: 1
  priority: 1
  platform_url: https://zama.ai
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 20549
  updated_at: 2025-08-20T08:56:55.03
  

---

• tool_id: 20551
  platform_id: 1
  priority: 1
  platform_url: https://zama.ai
  is_active: 1
  created_at: 2025-08-20T05:26:56.771074
  id: 49425
  updated_at: 2025-08-20T05:26:56.771074
  

---

• tool_id: 20551
  platform_id: 19
  priority:
  platform_url: https://huggingface.co/spaces/zama-fhe/encrypted_credit_scoring
  is_active: 1
  created_at: 2025-09-17T16:43:16.735322
  id: 66168
  updated_at: 2025-09-17T16:43:16.735322
  

---

• tool_id: 20551
  platform_id: 19
  priority:
  platform_url: https://huggingface.co/spaces/zama-fhe/encrypted_health_prediction
  is_active: 1
  created_at: 2025-09-17T16:43:17.435086
  id: 66169
  updated_at: 2025-09-17T16:43:17.435086
  

---

• tool_id: 20551
  platform_id: 19
  priority:
  platform_url: https://huggingface.co/spaces/zama-fhe/encrypted_dna
  is_active: 1
  created_at: 2025-09-17T16:43:18.906856
  id: 66170
  updated_at: 2025-09-17T16:43:18.906856
  

---

• tool_id: 20551
  platform_id: 19
  priority:
  platform_url: https://huggingface.co/spaces/zama-fhe/encrypted-anonymization
  is_active: 1
  created_at: 2025-09-17T16:43:19.608128
  id: 66171
  updated_at: 2025-09-17T16:43:19.608128
  

---

• tool_id: 20551
  platform_id: 16
  priority:
  platform_url: https://github.com/zama-ai/fhevm/blob/main/fhevm-whitepaper.pdf
  is_active: 1
  created_at: 2025-09-17T16:43:20.314323
  id: 66172
  updated_at: 2025-09-17T16:43:20.314323
  

---

• tool_id: 20551
  platform_id: 16
  priority:
  platform_url: https://github.com/zama-ai/tfhe-rs
  is_active: 1
  created_at: 2025-09-17T16:43:21.014506
  id: 66173
  updated_at: 2025-09-17T16:43:21.014506
  

---

• tool_id: 20551
  platform_id: 16
  priority:
  platform_url: https://github.com/zama-ai/concrete
  is_active: 1
  created_at: 2025-09-17T16:43:21.717204
  id: 66174
  updated_at: 2025-09-17T16:43:21.717204
  

---

• tool_id: 20551
  platform_id: 16
  priority:
  platform_url: https://github.com/zama-ai/concrete-ml
  is_active: 1
  created_at: 2025-09-17T16:43:22.419726
  id: 66175
  updated_at: 2025-09-17T16:43:22.419726
  

---

• tool_id: 20551
  platform_id: 16
  priority:
  platform_url: https://github.com/zama-ai/fhevm
  is_active: 1
  created_at: 2025-09-17T16:43:23.118612
  id: 66176
  updated_at: 2025-09-17T16:43:23.118612
  

---

• tool_id: 20551
  platform_id: 16
  priority:
  platform_url: https://github.com/zama-ai/threshold-fhe
  is_active: 1
  created_at: 2025-09-17T16:43:23.818052
  id: 66177
  updated_at: 2025-09-17T16:43:23.818052
  

---

• tool_id: 20551
  platform_id: 16
  priority:
  platform_url: https://github.com/zama-ai
  is_active: 1
  created_at: 2025-09-17T16:43:24.516401
  id: 66178
  updated_at: 2025-09-17T16:43:24.516401
  

---

• tool_id: 20551
  platform_id: 16
  priority:
  platform_url: https://github.com/zama-ai/bounty-program
  is_active: 1
  created_at: 2025-09-17T16:43:25.22009
  id: 66179
  updated_at: 2025-09-17T16:43:25.22009
  

---

• tool_id: 20551
  platform_id: 17
  priority:
  platform_url: https://t.me/zama_on_telegram
  is_active: 1
  created_at: 2025-09-17T16:43:25.919816
  id: 66180
  updated_at: 2025-09-17T16:43:25.919816
  

---

• tool_id: 20551
  platform_id: 16
  priority:
  platform_url: https://github.com/zama-ai/awesome-zama?tab=readme-ov-file#research-papers-and-publications
  is_active: 1
  created_at: 2025-09-17T16:43:26.618425
  id: 66181
  updated_at: 2025-09-17T16:43:26.618425
  

---

videos

• video_id: 3103
  tool_id: 20551
  platform_id: 1
  type: Channel
  title:
  url: https://youtube.com/@zama_fhe
  duration:
  sort_order:
  is_active:
  created_at: 2025-06-18T12:00:32.70256
  viewCount:
  likes:
  language:
  id: 3101
  thumbnail_url:
  video_info:
  updated_at: 2025-08-05T18:28:08.413048
  

---

score_log

• log_id: 208731
  tool_id: 20551
  final_score: 4.44
  logged_at: 2025-09-19T04:42:40.725529
  change_reason: New rating added | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.945317832 (w=58.000) | Base Score: 4.945 | Final: 4.442
  final_score_2: 4.4418993127
  

---

• log_id: 189615
  tool_id: 20551
  final_score: 4.47
  logged_at: 2025-08-19T16:20:53.067949
  change_reason: rating_sources changed | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.980515999 (w=58.000) | Base Score: 4.981 | Final: 4.474
  final_score_2: 4.4735144118
  

---

• log_id: 174070
  tool_id: 20551
  final_score: 4.48
  logged_at: 2025-08-19T16:20:25.813463
  change_reason: rating_sources changed | Coverage: 10.2% | Penalty: 0.8999
  triggered_by: System
  source_summary: Similar web Raiting: 4.980515999 (w=59.000) | Base Score: 4.981 | Final: 4.482
  final_score_2: 4.4821107825
  

---

• log_id: 150972
  tool_id: 20551
  final_score: 4.47
  logged_at: 2025-08-14T21:10:37.00022
  change_reason: New rating added | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.980515999 (w=58.000) | Base Score: 4.981 | Final: 4.474
  final_score_2: 4.4735144118
  

---

• log_id: 143171
  tool_id: 20551
  final_score: 4.4
  logged_at: 2025-08-12T06:15:25.263278
  change_reason: Rating source weights updated | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.896855000 (w=58.000) | Base Score: 4.897 | Final: 4.398
  final_score_2: 4.3983698516
  

---

• log_id: 135839
  tool_id: 20551
  final_score: 4.41
  logged_at: 2025-08-11T16:36:22.187859
  change_reason: Applied precise penalty formula - Similar Web = 4.5 | Coverage: 10.2% | Penalty: 0.9000
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.896855000 (w=49.000) | Base Score: 4.897 | Final: 4.407
  final_score_2: 4.4070079038
  

---

• log_id: 124706
  tool_id: 20551
  final_score: 3.8
  logged_at: 2025-08-11T16:32:06.680827
  change_reason: Applied milder penalty formula - v2 | Coverage: 10.2% | Penalty: 0.776
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.896855000 (w=49.000) | Base Score: 4.897 | Final: 3.798
  final_score_2: 3.7975600211
  

---

• log_id: 113573
  tool_id: 20551
  final_score: 2.7
  logged_at: 2025-08-11T16:28:07.06408
  change_reason: Applied new fair penalty system | Coverage: 10.2% | Penalty: 0.551
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.896855000 (w=49.000) | Base Score: 4.897 | Final: 2.698
  final_score_2: 2.698269939
  

---

• log_id: 102440
  tool_id: 20551
  final_score: 4.9
  logged_at: 2025-08-11T16:16:08.254948
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.896855000 (w=49.000)
  final_score_2: 4.896855
  

---

• log_id: 85180
  tool_id: 20551
  final_score: 0.5
  logged_at: 2025-08-11T16:10:08.878468
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.896855000 (w=5.00)
  final_score_2: 0.4996790816
  

---

• log_id: 50074
  tool_id: 20551
  final_score: 4.9
  logged_at: 2025-06-28T07:39:14.274193
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 4.896855000 (weight: 1.0000)
  final_score_2: 4.896855
  

---

last_update

• tool_id: 20551
  last_update: 2025-08-18T20:44:27.965323
  

---