Vetted Tier-1 AI engineers embedded in your team in 48 hours. Integrate custom Model Context Protocol (MCP) servers, autonomous customer support agents, and design-to-comms workflows that execute tasks — not just answer questions.
< 48h
Time to match
Top 1%
Engineer tier
2 weeks
Risk-free trial
100%
IP ownership
Built to work with your stack
By designing an integrated agent network using the Shopify Admin API and LangGraph workflows, we completely automated their customer retention campaigns and spec-sheet marketing catalog ingestion.


Under the Hood
We construct custom Shopify Admin API integrations that provide large language models with native "tools" via the Model Context Protocol (MCP). Instead of flat data pipelines, our agents reason over product catalogs, inventory constraints, and customer states to execute multi-turn operational loops.
Allowing agents to query product descriptions, inventory levels, and orders directly using semantic context.
Coordinating task execution so the Design Agent outputs files that the Communication Agent automatically schedules.
Setting up safety triggers so that pricing overrides or email launches are held in review until approved by your managers.
Every card below represents a specialized Shopify integration capability. Explore specific services, retail vertical solutions, or ready-to-deploy workflow blueprints.
Select your Shopify store's attributes and desired agent configurations to dynamically calculate engineering workload, recommended staffing, and implementation budgets.
2-week risk-free trial applies to all embedded engineer placements.
Simulate your shop's operations to calculate the value AI agents create. Toggle through the tabs to customize your business scenarios and review cumulative savings.
Cumulative calculation tracks value across support, creative assets, copywriting, and recovered sales.
Inspect the exact multi-turn execution loops our agents use to coordinate store operations. Toggle through the blueprints to view the steps.
Protects margins and captures revenue leaks by continuously monitoring competitor pricing. Designed specifically for stores operating in hyper-competitive retail niches.
Compare custom-built large language model agents against standard, hard-coded e-commerce automation plugins.
| Capability | Standard Shopify Apps | Kovil AI Custom Agents |
|---|---|---|
| Operational Flexibility | Requires static rules and webhook setups. Breaks if catalog attributes change. | Autonomous reasoning. Reads descriptions semantically to update parameters. |
| Catalog Search & RAG | Exact-match keyword string search. Zero context mapping. | Dedicated Model Context Protocol connections. Fast vector search index. |
| Exception Handling | Fails silently. Halts processing on schema variations. | Self-healing error loops. Agent self-corrects based on error messages. |
| Data Privacy & Compliance | Customer logs and tokens stored on shared, multi-tenant databases. | Private instance, secure tokens, and direct model integrations. |
Our custom agents connect directly with the customer support helpdesks, marketing systems, and logistics software you already use.
Automate email outreach drafts and promotional campaign generation.
Deflect 80% of support tickets by routing catalog data into Gorgias macros.
Sync technical order statuses and refund tickets directly.
Reconcile payment payouts and verify billing ledgers automatically.
Extract carrier tracking codes and sync carrier data automatically.
Authorize exchanges and sync stock back into active inventory.
Sync inventory changes with 500ms latency across warehouses.
Interface agents with custom multi-system workflows.
Everything you need to know about our custom Shopify AI agent setups, secure access, and token structures.
Book a 30-minute scoping call with a Kovil AI Delivery Lead. We'll map your Shopify Admin schemas, vector constraints, and custom agents, with a shortlist of engineers ready within 48 hours.
No upfront scoping fees. 2-week risk-free trial on placements.