Clever: An AI-Driven Ecosystem for Automated Marketing, Website Generation, CRM and CRO

Clever is an AI agent that unifies the entire lifecycle of digital marketing, commerce, and creative production. By combining specialized microservices—responsible for tasks such as background removal, Shopify site creation, A/B testing, CRM integration, and conversion rate optimization—with a central Orchestration Layer and a common data schema, Clever provides a seamless, scalable ecosystem for enterprises.

At the heart of Clever is an event-driven architecture (e.g., RabbitMQ) and Common) schemas that ensure each service speaks the same “language.” Whether generating on-brand ad visuals, provisioning product pages, or orchestrating multi-variant tests, the system’s AI sub-Agents exchang data through standardized structures—covering brand assets, product details, website configurations and A/B test parameters. This consistency eliminates data silos and bottlenecks while enabling rapid iteration.

With its container-based deployment (Kubernetes), GPU-powered AI pipelines, and optional integrations for LLM-based copywriting, Clever supports high-throughput marketing operations without sacrificing quality or brand alignment. A robust monitoring and security model (Prometheus, ELK, RBAC, encryption at rest) ensures stable, enterprise-grade performance. From initial design briefs to optimized, personalized campaigns, Clever automates repetitive tasks, unifies disparate workflows, and continuously learns from performance data—transforming marketing operations into an agile, data-driven engine of growth.