Acorn Global — AI Value Recovery, Enterprise AI & Operations

ACORN FLIX · ZÉRO CALCUL INUTILE

Un même travail. Une seule exécution.

Démonstrateur mondial en accès libre : détecte immédiatement les appels IA dupliqués dans un jeu d'essai local. N'envoie aucune donnée à ACORN et ne touche pas aux opérations existantes.

12Tâches dans l’exemple

3Doublons candidats

9Tâches conservées

4Non admissibles

Objectif mondial : zéro gaspillage évitable et émissions aussi basses que mesurables. kWh réellement économisés : aucune mesure mondiale vérifiée.

Trace JSON locale (sans contenu de prompts ni informations confidentielles)

[
  {
    "id": "a1",
    "tenant": "hospital-A",
    "operation": "DOCUMENT_SUMMARY",
    "model": "example-small",
    "revision": "r1",
    "inputDigest": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
    "settingsDigest": "1111111111111111111111111111111111111111111111111111111111111111",
    "policy": "p1",
    "permissions": "private-A",
    "freshness": "2026-10-09",
    "verifiedReplaySafe": true,
    "sideEffectFree": true,
    "qualityEquivalent": true
  },
  {
    "id": "a2",
    "tenant": "hospital-A",
    "operation": "DOCUMENT_SUMMARY",
    "model": "example-small",
    "revision": "r1",
    "inputDigest": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
    "settingsDigest": "1111111111111111111111111111111111111111111111111111111111111111",
    "policy": "p1",
    "permissions": "private-A",
    "freshness": "2026-10-09",
    "verifiedReplaySafe": true,
    "sideEffectFree": true,
    "qualityEquivalent": true
  },
  {
    "id": "a3",
    "tenant": "hospital-A",
    "operation": "DOCUMENT_SUMMARY",
    "model": "example-small",
    "revision": "r1",
    "inputDigest": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
    "settingsDigest": "1111111111111111111111111111111111111111111111111111111111111111",
    "policy": "p1",
    "permissions": "private-A",
    "freshness": "2026-10-09",
    "verifiedReplaySafe": true,
    "sideEffectFree": true,
    "qualityEquivalent": true
  },
  {
    "id": "b1",
    "tenant": "hospital-B",
    "operation": "DOCUMENT_SUMMARY",
    "model": "example-small",
    "revision": "r1",
    "inputDigest": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
    "settingsDigest": "1111111111111111111111111111111111111111111111111111111111111111",
    "policy": "p1",
    "permissions": "private-B",
    "freshness": "2026-10-09",
    "verifiedReplaySafe": true,
    "sideEffectFree": true,
    "qualityEquivalent": true
  },
  {
    "id": "c1",
    "tenant": "hospital-A",
    "operation": "SEARCH",
    "model": "example-small",
    "revision": "r1",
    "inputDigest": "bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb",
    "settingsDigest": "2222222222222222222222222222222222222222222222222222222222222222",
    "policy": "p1",
    "permissions": "private-A",
    "freshness": "2026-10-09",
    "verifiedReplaySafe": true,
    "sideEffectFree": true,
    "qualityEquivalent": true
  },
  {
    "id": "c2",
    "tenant": "hospital-A",
    "operation": "SEARCH",
    "model": "example-small",
    "revision": "r1",
    "inputDigest": "bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbb",
    "settingsDigest": "2222222222222222222222222222222222222222222222222222222222222222",
    "policy": "p1",
    "permissions": "private-A",
    "freshness": "2026-10-09",
    "verifiedReplaySafe": true,
    "sideEffectFree": true,
    "qualityEquivalent": true
  },
  {
    "id": "d1",
    "tenant": "hospital-A",
    "operation": "LIVE_DATA",
    "model": "example-small",
    "revision": "r1",
    "inputDigest": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
    "settingsDigest": "1111111111111111111111111111111111111111111111111111111111111111",
    "policy": "p1",
    "permissions": "private-A",
    "freshness": "2026-10-09",
    "verifiedReplaySafe": false,
    "sideEffectFree": true,
    "qualityEquivalent": false
  },
  {
    "id": "d2",
    "tenant": "hospital-A",
    "operation": "LIVE_DATA",
    "model": "example-small",
    "revision": "r1",
    "inputDigest": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
    "settingsDigest": "1111111111111111111111111111111111111111111111111111111111111111",
    "policy": "p1",
    "permissions": "private-A",
    "freshness": "2026-10-09",
    "verifiedReplaySafe": false,
    "sideEffectFree": true,
    "qualityEquivalent": false
  },
  {
    "id": "e1",
    "tenant": "hospital-A",
    "operation": "SEND_EMAIL",
    "model": "example-small",
    "revision": "r1",
    "inputDigest": "cccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccc",
    "settingsDigest": "3333333333333333333333333333333333333333333333333333333333333333",
    "policy": "p1",
    "permissions": "private-A",
    "freshness": "2026-10-09",
    "verifiedReplaySafe": true,
    "sideEffectFree": false,
    "qualityEquivalent": true
  },
  {
    "id": "e2",
    "tenant": "hospital-A",
    "operation": "SEND_EMAIL",
    "model": "example-small",
    "revision": "r1",
    "inputDigest": "cccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccccc",
    "settingsDigest": "3333333333333333333333333333333333333333333333333333333333333333",
    "policy": "p1",
    "permissions": "private-A",
    "freshness": "2026-10-09",
    "verifiedReplaySafe": true,
    "sideEffectFree": false,
    "qualityEquivalent": true
  },
  {
    "id": "f1",
    "tenant": "hospital-A",
    "operation": "DOCUMENT_SUMMARY",
    "model": "example-small",
    "revision": "r2",
    "inputDigest": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
    "settingsDigest": "1111111111111111111111111111111111111111111111111111111111111111",
    "policy": "p1",
    "permissions": "private-A",
    "freshness": "2026-10-09",
    "verifiedReplaySafe": true,
    "sideEffectFree": true,
    "qualityEquivalent": true
  },
  {
    "id": "g1",
    "tenant": "hospital-A",
    "operation": "DOCUMENT_SUMMARY",
    "model": "example-small",
    "revision": "r1",
    "inputDigest": "aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa",
    "settingsDigest": "1111111111111111111111111111111111111111111111111111111111111111",
    "policy": "p1",
    "permissions": "private-A",
    "freshness": "2026-10-10",
    "verifiedReplaySafe": true,
    "sideEffectFree": true,
    "qualityEquivalent": true
  }
]

L'analyse reste dans ce navigateur; ne collez pas de secrets ni de données personnelles. Exemple de 12 entrées synthétiques; les demandes d'autres organisations restent séparées.

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Les doublons sont considérés uniquement entre mêmes tenants, permissions, modèles, versions, paramètres et fenêtre temporelle, sans effets externes.

Détection reproductible ≠ économies électriques mesurées. Seules des mesures indépendantes, avec qualité et disponibilité préservées, peuvent établir les économies réelles.