Flux de travail de configuration d’A/B test
business-operations
Flux de travail de configuration d’un test A/B avec définition de l’hypothèse, création des variantes, allocation du trafic, analyse statistique et déploiement du gagnant.
business-operations
Workflow de commerce agentique de bout en bout montrant comment un assistant IA (ChatGPT) orchestre la recherche de produits, le paiement et la commande via la passerelle Universal Commerce Protocol (UCP) de Shopify, permettant des expériences d'achat conversationnelles.
HumanShopper { # Human Shopper
n1: circle label:"Start: open ChatGPT"
n2: rectangle label:"Ask for a product"
n14: rectangle label:"Review recommendations"
n15: rectangle label:"Choose a product"
n24: rectangle label:"Provide address & prefs"
n33: rectangle label:"Confirm payment"
n47: circle label:"Order confirmed"
n1.handle(right) -> n2.handle(left)
n2.handle(right) -> ChatGPTAssistant.n3.handle(left) [label="Product request"]
n14.handle(right) -> n15.handle(left)
n15.handle(right) -> ChatGPTAssistant.n16.handle(left) [label="Selected product"]
n24.handle(right) -> ChatGPTAssistant.n25.handle(left) [label="Address & prefs"]
n33.handle(right) -> ChatGPTAssistant.n34.handle(left) [label="Payment confirmed"]
}
ChatGPTAssistant { # ChatGPT AI Assistant
n3: rectangle label:"Receive request & interpret intent"
n4: rectangle label:"Build structured search query"
n5: rectangle label:"Search via UCP gateway"
n11: rectangle label:"Receive UCP offers"
n12: rectangle label:"Rank & present recommendations"
n13: rectangle label:"Send recommendations to shopper"
n16: rectangle label:"Receive product selection"
n17: rectangle label:"Create checkout session via UCP"
n21: rectangle label:"Receive required checkout fields"
n22: rectangle label:"Ask shopper for missing info"
n23: rectangle label:"(wait for shopper)"
n25: rectangle label:"Receive shopper info"
n26: rectangle label:"Submit buyer details via UCP"
n30: rectangle label:"Receive final order summary"
n31: rectangle label:"Ask shopper to confirm payment"
n32: rectangle label:"(wait for confirmation)"
n34: rectangle label:"Receive payment confirmation"
n35: rectangle label:"Send payment intent via UCP"
n44: rectangle label:"Receive final order status"
n45: rectangle label:"Display confirmation"
n46: rectangle label:"(notify shopper)"
n3.handle(right) -> n4.handle(left)
n4.handle(right) -> n5.handle(left)
n5.handle(right) -> ShopifyUCPGateway.n6.handle(left) [label="Catalog search"]
n11.handle(right) -> n12.handle(left)
n12.handle(right) -> n13.handle(left)
n13.handle(left) -> HumanShopper.n14.handle(right) [label="Recommendations"]
n16.handle(right) -> n17.handle(left)
n17.handle(right) -> ShopifyUCPGateway.n18.handle(left) [label="Create checkout"]
n21.handle(right) -> n22.handle(left)
n22.handle(right) -> n23.handle(left)
n23.handle(left) -> HumanShopper.n24.handle(right) [label="Request address & prefs"]
n25.handle(right) -> n26.handle(left)
n26.handle(right) -> ShopifyUCPGateway.n27.handle(left) [label="Buyer details"]
n30.handle(right) -> n31.handle(left)
n31.handle(right) -> n32.handle(left)
n32.handle(left) -> HumanShopper.n33.handle(right) [label="Confirm payment?"]
n34.handle(right) -> n35.handle(left)
n35.handle(right) -> ShopifyUCPGateway.n36.handle(left) [label="Payment intent"]
n44.handle(right) -> n45.handle(left)
n45.handle(right) -> n46.handle(left)
n46.handle(left) -> HumanShopper.n47.handle(right) [label="Order confirmed"]
}
ShopifyUCPGateway { # Shopify UCP Gateway
n6: rectangle label:"Normalize search request"
n7: rectangle label:"Query Shopify Store catalog"
n10: rectangle label:"Assemble & return UCP offers"
n18: rectangle label:"Create checkout session"
n19: rectangle label:"Initialize checkout with Store"
n20: rectangle label:"Return required fields"
n27: rectangle label:"Update checkout with buyer data"
n28: rectangle label:"Recalculate totals via Store"
n29: rectangle label:"Return order summary"
n36: rectangle label:"Forward payment authorization"
n38: rectangle label:"Receive payment result"
n39: rectangle label:"Create order in Store"
n42: rectangle label:"Receive order confirmation"
n43: rectangle label:"Return final order status"
n6.handle(right) -> n7.handle(left)
n7.handle(right) -> ShopifyStoreCatalog.n8.handle(left) [label="Catalog query"]
n10.handle(left) -> ChatGPTAssistant.n11.handle(right) [label="UCP offers"]
n18.handle(right) -> n19.handle(left)
n19.handle(right) -> n20.handle(left)
n20.handle(left) -> ChatGPTAssistant.n21.handle(right) [label="Required fields"]
n27.handle(right) -> n28.handle(left)
n28.handle(right) -> n29.handle(left)
n29.handle(left) -> ChatGPTAssistant.n30.handle(right) [label="Order summary"]
n36.handle(right) -> PaymentProcessor.n37.handle(left) [label="Authorize/capture"]
n38.handle(right) -> n39.handle(left)
n39.handle(right) -> ShopifyStoreCatalog.n40.handle(left) [label="Create order"]
n42.handle(right) -> n43.handle(left)
n43.handle(left) -> ChatGPTAssistant.n44.handle(right) [label="Order status"]
}
ShopifyStoreCatalog { # Shopify Store & Catalog
n8: rectangle label:"Search catalog for products"
n9: rectangle label:"Return matching products"
n40: rectangle label:"Persist order"
n41: rectangle label:"Return order confirmation"
n8.handle(bottom) -> n9.handle(top)
n9.handle(left) -> ShopifyUCPGateway.n10.handle(right) [label="Matching products"]
n40.handle(bottom) -> n41.handle(top)
n41.handle(left) -> ShopifyUCPGateway.n42.handle(right) [label="Order confirmation"]
}
PaymentProcessor { # Payment Processor
n37: rectangle label:"Authorize & capture payment"
n37.handle(left) -> ShopifyUCPGateway.n38.handle(right) [label="Payment result"]
}
business-operations
Flux de travail de configuration d’un test A/B avec définition de l’hypothèse, création des variantes, allocation du trafic, analyse statistique et déploiement du gagnant.
business-operations
Flux de travail de suppression de compte avec saisie du motif d’annulation, proposition de rétention, résiliation de l’abonnement, nettoyage des données et email de confirmation.
business-operations
Flux de travail de rotation de clé API avec génération d’une nouvelle clé, période de transition à double clé, notification aux clients, dépréciation de l’ancienne clé et journalisation pour audit.
business-operations
Processus de contestation de facturation avec enregistrement de la contestation, examen des transactions, analyse de fraude, décision de résolution et gestion de la réponse au rétrofacturation (chargeback).
business-operations
Workflow d’analyse de cohortes avec segmentation des utilisateurs par date d’inscription, calcul de courbes de rétention, projection de LTV et identification de motifs comportementaux.
business-operations
Flux de travail de modération de contenu communautaire avec signalement automatique par IA, rapports des utilisateurs, file d'attente de révision humaine, application des actions et gestion des appels.