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Design and deploy custom autonomous multi-agent networks tailored specifically for high-volume e-commerce brands. Automatically orchestrate support, marketing copy, and repricing loops — with a human approval gate wherever you want one.
The Agent Team
We design specialized agent networks that collaborate to manage your Shopify storefront — each agent owns a domain, and the Manager Agent coordinates the handoffs.
Coordinates the entire operation. Watches Shopify Webhooks, parses incoming order payloads, queries inventory thresholds, and delegates tasks to execution agents based on business rules you define.
Ingests product images and descriptions from the catalog to autonomously generate ad banners, email newsletters, and promotional assets matching your store's design guides.
Handles outgoing text, email campaigns, and customer support triage. Automatically drafts campaigns inside Klaviyo and responds to support queries in Gorgias or Zendesk.
Continuously scrapes competitor pricing, recalculates margins against your cost floor, and syncs approved price updates directly to Shopify Admin — with guardrails you set.
Architecture
State-of-the-art architectures designed to solve real operational bottlenecks, not demo-ware.
We map agent execution paths in stateful LangGraph workflows, ensuring logical state progression, loop cycles, and safe database updates — not brittle single-shot prompts.
High-stakes transactions (e.g. pricing overrides or marketing campaign launches) require a simple manager approval in Slack to proceed, keeping you in control at every step.
Integrate vector databases to let models perform semantic matching on inventory codes, catalogs, and customer purchase histories, replacing brittle keyword search.
Our agents execute multi-turn operational loops and dynamically debug API exceptions by parsing error payloads and retrying with corrected parameters on the fly.
In Production
Three example workflows, from trigger to resolution, showing how the agent team actually operates.
Manager Agent detects the campaign trigger date, tasks Design Agent to generate 6 banner variants from your product catalog, then routes finalists to Communication Agent for a segmented Klaviyo send — all reviewed in one Slack approval thread.
Repricing Agent monitors 12 competitor storefronts hourly, cross-references your live inventory levels and cost floor from NetSuite, and adjusts variant prices only when margin thresholds are safely maintained.
When a subscription customer pauses, the Communication Agent triggers a personalized win-back offer based on their order history, escalating to a human rep only if the automated offer is declined twice.
How We Build It
We audit your existing Shopify Admin setup, third-party integrations, and manual bottlenecks to identify the highest-leverage first workflow to automate.
We design the LangGraph state machine — which agent owns which decision, where human approval gates sit, and how failures are retried or escalated.
Engineers build against a staging store, running your agents through historical order and support data to validate accuracy before anything touches production.
We deploy behind approval gates, monitor tool-call accuracy and cost-per-run for the first two weeks, and hand you a live activity dashboard.
Why Not Just Use Shopify Flow?
| Capability | Shopify Flow / Zapier | Kovil AI Agentic Commerce |
|---|---|---|
| Handles unstructured input | No — requires exact field matches | Yes — reasons over free text, images, PDFs |
| Adapts to catalog changes | Breaks on schema changes | Self-corrects and re-plans |
| Multi-step reasoning | Single-trigger, single-action | Coordinates multi-agent, multi-step workflows |
| Error handling | Fails silently, halts the flow | Retries, escalates, or self-heals |
| Setup for new edge cases | Manual rule rebuild | Prompt/tool update, no rearchitecture |
FAQ
Answers to common queries regarding multi-agent e-commerce setups.
Partner with Kovil AI to map your storefront webhooks and deploy stateful multi-agent systems with a 2-week risk-free trial.
Fully customized models. Integrated with existing Shopify App architectures.