Support, fulfillment, and ops that keep moving.
Automate order status triage, return authorization policies, and merchant operations. Live in production on 7Krave with a measured 40% efficiency improvement in two months.
40% Gain
Efficiency in 2 Months
< 2s
Order Inquiry Resolution
Zero Queues
Automated SLA Credits
Delegated
Supervisory Refund Gates
INBOUND INQUIRY
Order #ORD-9842 · Marcus Vance
“My order hasn't arrived yet. Can you check where it is?”
Identified 45-min courier delay. Automatically issued 10% courtesy credit ($4.80) via Stripe and shared live GPS tracker link.
Native Connectors Across Ecommerce, Payments, Logistics & Support
Interactive Workflow Preview
How marketplace operations run with speed and control.
Experience how XYZGent automates high-volume customer support, return authorizations, and merchant operations with built-in supervisory gates.
Order Inquiries & Automated Delivery Triage
Resolves shipment status questions, detects transit delays, and issues automatic convenience credits.
Automated Workflow Pipeline
Customer Chat Ingestion
Conversational WidgetExtracted intent: order delivery status inquiry for #ORD-9842
Real-time Order Lookup
Shopify & Core DatabaseLocated order #ORD-9842 (Courier: Out for Delivery with 45m delay)
Delay Policy Assessment
Customer Policy EngineDelay exceeds 30m SLA threshold; policy authorizes 10% courtesy credit
Credit Issuance & Response
Stripe & Chat OutputApplied $4.80 refund credit and provided real-time driver tracking
Interaction Logged
Enterprise Audit RecordUpdated Zendesk ticket and customer profile with resolution
Context & Order Payload
Live ContextMarketplace Rule Evaluation
Late Delivery SLA Policy v3
Standard Rule: Delays > 30m receive automatic 10% courtesy credit
Evaluated Value: Delay: 45 minutes
Timestamp: Today, 14:48:10 UTC
Resolution: Production Marketplace Cluster
Status: RESOLVED_AUTONOMOUSLY
How 7Krave automated live marketplace support and gained 40% efficiency in 2 months.
Customer support on a live on-demand marketplace mixes order tracking, driver delays, return exceptions, and edge cases. 7Krave used XYZGent Studio to model those flows, connect their database and Shopify channels, and keep human review on the decisions that matter.
“XYZGent enabled us to automate complex customer support flows that used to require manual intervention. It increased our team's efficiency by 40% in just two months.”
Rory White
CEO, 7Krave
Marketplace Operations
End-to-end automation across buyers, fulfillment, and merchants.
Coordinate support, delivery exceptions, and merchant catalog onboarding from one unified operating platform.
Instant Order Status & Tracking
Equip live chat and support agents with real-time order lookups, carrier updates, and proactive delivery notifications.
Automated Policy-Driven Exceptions
Resolve routine delivery delays with automatic courtesy credits or fee waivers based on your exact business SLA rules.
Omnichannel Communications
Deliver consistent, accurate answers across web chat widgets, email, SMS, WhatsApp, and support ticketing platforms.
Scale & Architecture
Built for marketplace volume, secured for enterprise scale.
Keep your order data, customer identity, and payment tokens isolated inside your own infrastructure.
High-Concurrency Real-Time Execution
Engineered for high-volume marketplace peaks (such as Black Friday or flash sales) with isolated worker queues and low-latency response times.
Private Cloud & On-Premises Hosting
Deploy the full XYZGent platform in your own AWS, Azure, GCP, or private server infrastructure with complete network isolation.
Customer-Managed Data Sovereignty
Keep customer purchase history, payment tokens, and operational records inside your own database and private storage infrastructure.
Immutable Operational Audit Logs
Every refund, customer reply, and supervisor approval produces a timestamped audit record for compliance and financial accountability.
Marketplace Operations FAQs
Questions from ecommerce and operations leaders.
Clear answers on integration, supervisory thresholds, and scale.
Ready to streamline support and fulfillment across your marketplace?
Connect your store, payment processor, and support tools, then deploy governed agents in days.