Clever is an AI-Agent ecosystem that unifies every step of your e-commerce marketing workflow—from Shopify store generation and ad creative production to CRM integration and A/B testing—via a network of specialized microservices coordinated by a central Orchestration Layer. Each sub-agent (e.g. Design Agent, Shopify Agent, Optimization Agent, CRM Agent) publishes and consumes standardized JSON messages, ensuring seamless collaboration and brand consistency at scale

Clever plugs directly into your existing stack via APIs and microservices: Shopify API for store builds and theme updates Facebook Marketing API (Ad Library, campaign management) CRM platforms like Klaviyo or Mailchimp for email workflows Design tools via Figma & Canva APIs for template adaptation Monitoring through Prometheus/Grafana or ELK for health metrics

Rather than a fixed subscription, Clever uses a pay-as-you-go credits system: each operation (store build, ad campaign, email batch, A/B test) consumes a certain number of CLEVER tokens. You purchase credits with the token, then spend them when the AI Agent executes tasks—so you only pay for what you actually use, with no lock-in or monthly minimums

Clever continuously ingests performance data—store visits, ad clicks, email opens, A/B test results, revenue metrics—feeds it back into its Orchestrator Agent, and refines each sub-agent’s models and heuristics over time. This Continuous Learning Loop ensures that every module (design, copy, targeting, optimization) gets smarter and more efficient with each iteration.

Clever starts by pulling from multiple sources—Facebook Ad Library metadata, market trend APIs, and customer sentiment analysis via LLMs—and standardizes them into a common intermediate representation. These streams feed into the central AI Engine, which then outputs actionable insights (Priority Products, Ad Variants, Audience Segments) for each campaign and creative task.

Clever implements enterprise-grade security across its AI ecosystem: all API interactions (e.g., with Figma, Shopify, Facebook) use OAuth 2.0 or signature-based authentication, and sensitive data is encrypted both at rest and in transit (TLS 1.2+). Role-based access controls (RBAC) restrict each microservice’s permissions, and configurable data-retention policies plus audit logging ensure GDPR and CCPA compliance. An LLM governance layer enforces brand-safety rules (profanity filters, banned keywords) via prompt engineering or post-processing pipelines.

Clever’s architecture is built on containerized microservices orchestrated by Kubernetes. Horizontal Pod Autoscalers monitor CPU, memory, or custom metrics (e.g., queue length) to scale workers up or down automatically. For compute-heavy AI tasks (background removal, A/B optimization), GPU-enabled nodes (e.g., AWS G-series) handle peaks, while spot instances reduce costs for non-urgent workloads. RabbitMQ ensures fault tolerance by re-queuing failed tasks, and a centralized “Orchestrator AI Agent” redistributes load when bottlenecks or node failures occur—guaranteeing high throughput and uptime .

Yes. While Clever already supports Shopify and WordPress, we’re actively integrating with WooCommerce, BigCommerce, Magento, and other popular e-commerce platforms. Our “E-commerce Agent” will soon enable one-click store deployment, product listing, and theme updates across any platform via its REST/GraphQL APIs—so you can manage multiple storefronts with the same autonomous AI engine .