Autonomous AI Workplace for Smart Marketing

Your brand,
always on.

CirqleAI deploys autonomous CrewAI agents that run your marketing strategy 24/7 — crawling signals, drafting content, and scoring every creative against your Brand DNA.

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Local inference — zero data egressllama3.2:3b via Ollamapgvector semantic searchCrewAI multi-agent loop

Brand DNA Engine

Playwright crawler extracts voice, values, and positioning from your website into pgvector embeddings.

Cirqle Loop

Ethnographer → Strategist → Creative Critic run as a CrewAI pipeline on a 24-hour heartbeat daemon.

Hybrid RAG Search

Reciprocal Rank Fusion of semantic (pgvector) + BM25 (pg_trgm) retrieval for world-class recall.

Creative Critic

Multi-vector scoring: Brand Alignment (50%) + Platform Native-ness (30%) + Friction Analysis (20%).

Enterprise RBAC

Row-level security on every query. org_id filters enforced at the repository layer — zero data leakage.

Local Inference

Ollama + llama3.2:3b runs on your own stack. Your data never leaves your infrastructure.

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