Shopify Dashboard
Intelligent E-Commerce Operations
AI Agents for Shopify
Real-time analytics, intelligent agent routing for customer interactions, campaign execution with approval gates, and a personalization engine — all on one platform with WebSocket streaming and Claude Code CLI integration.
What It Does
Six capabilities. One command center.
Who It's For
Built for e-commerce operators who run on data.
Your store generates data. This system turns it into operations.
E-Commerce Operators
Managing multiple channels, SKUs, and customer segments. One dashboard where everything connects and all decisions have approval gates.
Shopify Store Owners
Running a store is a full-time job. The Shopify Dashboard handles the analytics, surfaces what needs attention, and keeps the AI from acting without your approval.
DTC Brands
Direct-to-consumer requires both operational precision and customer intelligence. The agent routing system handles support volume while you focus on growth.
Tool Replacement
Consolidate your analytics stack.
Three separate analytics tools — replaced by one dashboard with more capability and real-time data.
| Tool Replaced | Cost | Annual Impact | Status |
|---|---|---|---|
| Triple Whale | $100–300/mo | $1,200–3,600 | Replaced |
| Lifetimely / BeProfit | $20–50/mo | $240–600 | Replaced |
| Manual Shopify analytics | 3+ hrs/day | $10,000+ in time | Replaced |
Key Features
Four systems. One Shopify command center.
Intelligent Agent Routing
Routes customer interactions to the right agent based on keyword matching, capability scoring, and live health checks. Four condition types. Four action types. Semantic matching with cosine similarity.
Analytics Dashboard
Revenue, orders, fulfillment status, and product performance — unified in one view. Real-time WebSocket streaming means numbers update as your store runs, not on a 24-hour lag.
Campaign Execution
Orchestrate marketing campaigns with AI-optimized targeting. Approval workflow gates before any change goes live — the human stays in the loop on decisions that matter.
Personalization Engine
Customize experiences based on customer behavior patterns. The engine adapts product recommendations and messaging as behavioral data accumulates.
Under the Hood
Intelligent Routing Engine
The routing rules engine evaluates every customer interaction against a declarative rule set. Keyword matching, regex patterns, capability declarations, and semantic similarity — combined into a single routing decision in milliseconds.
Condition Types
How the engine evaluates an interaction
keyword Match specific words or phrases in the interaction
regex Pattern-based matching for flexible rule construction
min_length Route based on message complexity or depth
capability Match against agent skill declarations
Action Types
What the engine does with the result
require_agent Force routing to a specific agent
exclude_agent Block a specific agent from handling this type
boost_capability Increase score for agents with matching capabilities
set_capability Override capability declaration for routing purposes
Semantic Matching
Beyond keyword rules, the engine uses cosine similarity to match interactions to agent capabilities semantically. A TTL cache eliminates redundant embeddings computation on repeated query patterns. The result: correct routing decisions on novel inputs without retraining.
Agents
Intelligent routing across keyword, capability, and health strategies.
cost-optimizer Operational cost analysis and margin improvement recommendations
adoption-tracker Customer behavior patterns, cohort analysis, retention signals
trend-analyzer Product and category trend detection, demand forecasting
Stack
Workflows
Performance Review in 5 minutes, not 5 dashboards.
Approval Gates
Every action that modifies store data — campaign launches, price changes, customer segment updates — routes to a human approval step before execution. The AI proposes. You decide.
Before / After
A Shopify store owner's day.
Before Shopify Dashboard
- Checking 3 separate analytics tools every morning
- Manually responding to customer support queries
- No connection between campaign spend and store revenue
- Waiting 24 hours for analytics to update
- Guessing which products to promote based on gut feel
After Shopify Dashboard
- Unified dashboard — revenue, orders, fulfillment, products
- AI-routed support with intelligent agent matching
- Real-time WebSocket data — numbers move as the store runs
- Campaigns launched with approval gates, not blind deploys
- Personalization engine surfaces high-value patterns automatically
Your store, running like a system.
Real-time analytics, intelligent routing, campaign orchestration — with approval gates on every change that matters.
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