The support resolution flow
Every conversation follows the same path: understand what the customer needs, try to resolve automatically, and hand off with full context when a human is required.
1. Receive the question
A customer opens the embeddable chat widget on your site and asks a support question — order status, return policy, billing charge, or product detail.
2. Detect intent
Zynli routes the message to the right AI agent or workflow based on intent — order questions go to order flows, policy questions to knowledge base RAG.
3. Answer from knowledge base
For policy and documentation questions, AI agents retrieve answers from your crawled site, uploaded files, or Google Drive-connected docs.
4. Trigger workflows and API actions
For live data — order status, tracking, refund progress — visual flows call your REST APIs, branch on results, and reply in chat.
5. Escalate to humans when needed
Low-confidence answers, billing disputes, damaged goods, and edge cases escalate to human agents with the full conversation thread and optional ticket creation.
Who this is for
Zynli works best for teams that handle repetitive support at volume and want automation without losing control over escalation.
- Ecommerce support teams on Shopify, WooCommerce, or custom stacks
- SMB teams with 5–50 agents handling order, shipping, and returns questions
- Teams that need knowledge base + API workflows + ticketing in one tool
- Organizations that want AI to resolve routine issues and humans to handle exceptions
Three layers that resolve issues
Knowledge base
Train AI on return policies, shipping SLAs, product FAQs, and help docs. Website crawl, file uploads, and Google Drive keep answers grounded.
Workflow agents
Visual flows map intents like “where is my order?” to API calls, branch on live data, and reply in the widget.
Human handoff + ticketing
Escalations pass full context to agents. Auto-create numbered tickets on a kanban board with visitor status portal.
What this means in practice
For a support team, Zynli is not a chatbot bolted onto a website — it is the front door to your support operations. A customer asks a question in the widget; Zynli decides whether to answer from docs, run an API workflow, or escalate to an agent with a ticket. Your team spends less time on repetitive lookups and more time on exceptions.
- Order status questions resolve in chat without an agent opening your admin panel
- Policy questions (returns, shipping SLAs) answer instantly from your knowledge base
- Billing disputes and damaged goods route to humans with the full thread attached
- Escalations can create numbered tickets your team manages on a kanban board
Getting started
- Embed the widget with one async script tag
- Connect your knowledge base via crawl, upload, or Google Drive
- Configure AI agents for order, shipping, returns, and billing workflows
- Add API actions and visual flows on Pro when ready for live data automation
Example support workflows
Configure AI support for orders, shipping, returns, billing, and product questions — grounded in your knowledge base and connected to your APIs.
Order Agent
Order status, delivery updates, and order lookup.
Example questions
- · Where is my order?
- · Has my order shipped?
- · Can I change my delivery address?
Example actions
- · Check order status
- · Fetch tracking number
- · Escalate delayed orders
Shipping Agent
Shipping timelines, carrier updates, and delivery exceptions.
Example questions
- · When will this ship?
- · Why is my delivery late?
- · Can I upgrade to express shipping?
Example actions
- · Pull carrier tracking
- · Explain shipping SLA from KB
- · Create ticket for lost packages
Billing Agent
Charges, invoices, payment methods, and billing disputes.
Example questions
- · Why was I charged twice?
- · Can I update my payment method?
- · Where is my invoice?
Example actions
- · Look up charge details via API
- · Explain billing policy
- · Escalate billing disputes
Returns Agent
Return eligibility, refund status, and exchange requests.
Example questions
- · How do I return this item?
- · When will I get my refund?
- · Can I exchange for a different size?
Example actions
- · Apply return policy from KB
- · Check refund status via API
- · Open return ticket for review
AI resolves most issues. Agents handle the rest.
When automation can't resolve an issue — damaged goods, billing disputes, or policy exceptions — escalate to a human agent with full thread history and optional ticket creation.
- Low-confidence answers trigger handoff automatically
- Agents see chat history, citations, and workflow run logs
- Escalations become numbered tickets on your kanban board
- Customers track progress via magic-link portal
Visitor
My package arrived damaged. I need a replacement.
AI workflow
Connecting you with an agent — your order details and photos are included.
Human agent
Replacement arranged. Ticket created for tracking.
Frequently asked questions
Does Zynli replace human support agents?
No. Zynli automates repetitive questions and resolves issues when it has enough context and data. Human agents handle exceptions, disputes, and sensitive cases — with full conversation history passed on escalation.
Can Zynli connect to our store or backend APIs?
Yes. Zynli calls REST APIs via configurable Actions & Flows. Import OpenAPI specs, define authentication secrets, and build visual workflows that fetch order data, tracking, or refund status.
What happens when the AI cannot answer?
The conversation escalates to a human agent with full thread history, citations, and flow run logs. Optionally, a numbered ticket is created on your kanban board automatically.
Is Zynli only for ecommerce?
Zynli is built for ecommerce and SMB support teams, but the same knowledge base, workflow, and handoff model works for SaaS, services, and general customer support.
See how Zynli automates your support
Train AI on your knowledge base, connect your APIs, and resolve order, shipping, billing, and return issues in chat.
Related pages
Knowledge base and ticketing with AI
How Zynli combines KB, inbox, workflows, and ticketing in one platform.
Learn moreWhy Zynli
What makes Zynli different for ecommerce workflow automation.
Learn moreCustomer support widget with workflows
Widget as workflow entry point — KB, API actions, and handoff.
Learn moreAI support with human handoff
How Zynli escalates to human agents with full conversation context.
Learn moreAll support use cases
Browse order, shipping, returns, billing, and product workflows.
Learn more