Pack System - Modular Mini-Apps

Packs are Corvify's core building block. Each Pack groups related resources into a single, named, versioned unit that you build iteratively through conversation.

What a Pack includes:

  • JSONB database tables for custom data storage
  • Metaobject definitions and entries for Shopify-native structured data
  • Pages and blog articles for content
  • Theme sections and snippets for storefront UI
  • JavaScript and CSS code bundles served via App Proxy
  • Skill instructions - Markdown guides injected into the AI's context when the Pack is active

Use cases include product configurators, FAQ sections, team directories, custom order forms, and size guides.

Three Modes - Edit, Chat, Plan

Choose how you interact with Corvify. Each mode gives you a different level of control.

Edit Mode

Full tool access. The agent can create, update, and delete resources. This is where changes happen - products are created, Packs are built, pages are published.

Chat Mode

Read-only exploration. Ask questions about your store, analyze orders and sales, understand your data - without any risk of changes being made.

Plan Mode

Strategic planning with structured output. The agent creates detailed, multi-step execution plans that you review before switching to Edit mode to execute.

Custom Database - JSONB Tables

Shopify doesn't offer a flexible database layer. Corvify fills this gap with PostgreSQL JSONB tables that you create through conversation.

  • JSON Schema validation on every table
  • Full REST API via Shopify App Proxy (GET, POST, PATCH, DELETE)
  • Five storefront access levels: private, public, append only, customers only, own rows only
  • Parameterized queries keep user values separate from SQL syntax
  • Row-level security enforced on every query

REST API Endpoints

Every table gets automatic REST endpoints through Shopify's App Proxy:

GET /apps/corvify/api/tablesGET /apps/corvify/api/tables/:namePOST /apps/corvify/api/tables/:namePUT /apps/corvify/api/tables/:name/:idDELETE /apps/corvify/api/tables/:name/:idGET /apps/corvify/api/tables/:name/schema

Storefront AI Assistant

A chat widget for your storefront that answers visitor questions, recommends products, and captures leads. You configure the knowledge, look, and budget from the Corvify admin.

  • Product recommendations with a working add-to-cart button
  • Follow-up suggestions in the visitor's language
  • Built from your shop: policies, collections, and your own knowledge text
  • Lead capture into one of your database tables
  • Protected budget: visitors share your credit budget with a daily cap
  • Visible AI disclosure on every answer (EU AI Act)

Shopify Store Management

Corvify uses Shopify's GraphQL Admin API to work with supported store resources through chat.

Products & Collections - search, create, update titles, descriptions, tags, vendors and product types, change individual variant prices, set inventory levels, manage collection membership, and update existing metafield values

Metaobjects - create definitions, add entries, query and filter structured data

Pages & Blog Articles - create, edit, publish drafts via ActionCards

Orders & Analytics - search orders, get sales summaries across 7/14/30/60/90 day windows

Shop Policies - manage legal texts (Impressum, AGB, Datenschutz, etc.) with confirmation gates

Theme Inspection - read theme files, understand structure, deploy via App Extension blocks

Automations & Integrations

When a new entry arrives in one of your custom tables, Corvify can act on it. Build automations in the chat and manage them in Settings.

  • Email notifications to you, with placeholders from the entry
  • Customer confirmations that only you switch on
  • Signed webhooks to Shopify Flow, Zapier, Make, or n8n
  • CRM sync to Klaviyo, Brevo, Resend, or Scaleway
  • Your own MCP servers, with per-tool approval and a working test

Theme Integration

Four Theme App Extension blocks connect Corvify's data, code, and AI chat to your storefront - no direct theme file editing needed.

corvify-data

corvify-data - Display JSONB table entries on any page in table, card, or list format with sorting and filtering.

corvify-app

corvify-app - Load and execute Pack JavaScript and CSS bundles on any page. Perfect for configurators, interactive UIs, and custom widgets.

corvify-configurator

corvify-configurator - Render a form generated from a table's JSON Schema so customers can submit configurations, quote requests, or made-to-order details.

corvify-chat

corvify-chat - The storefront AI assistant: product recommendations with add-to-cart, answers to policy questions, and lead capture, all configured from the Corvify admin.

Security & Safety

Corvify is built with a safety-first architecture. Every layer protects your store and data.

  • Row-Level Security (RLS) - every database query is scoped to your shop domain
  • HMAC Verification - all App Proxy API requests are cryptographically verified
  • Confirmation Gates - destructive actions require explicit merchant approval
  • ActionCard Firewall - AI-generated content cannot be published without your click
  • Action History - each AI action records its type, result, credits used, duration, and tools used
  • AES-256-GCM Encryption - BYOK API keys are encrypted at rest and omitted from application logs
  • Credit Limits - plan allowances, daily limits, and rolling 7-day limits control Corvify usage
  • Parameterized SQL - all database queries use parameterized statements
  • AI Transparency - the chat is permanently labeled as AI, with a transparency page explaining the roles of Orbilyte, your shop, and Anthropic
  • Publication Review - public-facing AI texts stay drafts until you approve a visible before/after diff

Credit-Based Billing & BYOK

Each paid plan has a fixed credit allowance that renews every 30 days.

Credit-Based Billing

Action History shows the credits used for each AI action. Daily and rolling 7-day limits protect against unexpectedly high usage.

Bring Your Own Key (BYOK)

On Growth or Scale, connect your own Anthropic API key. Use it as a backup when your plan credits run out, or run every AI action on it with Anthropic billing you directly.

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