Agents analyze sales, marketing, and operational data in real time. Over 50 diagnostic tools identify wasted ad spend, creative fatigue, CPA spikes, and attribution delays. They build GA4 funnels, calculate customer LTV, and measure total media efficiency (MER) across Meta and Google, including period-over-period comparisons.

From analysis to action. The Creator generates ready-to-use campaign drafts, while BASEIG can publish Meta campaigns directly via the Meta Marketing API. The orchestration layer performs write actions - such as pausing campaigns, adjusting budgets, or editing ad creatives - only after your confirmation, giving you full control while preserving automation. Marketing plans and tasks connect strategy with execution.

Continuous 24/7 monitoring. Data synchronization runs through specialized task queues, daily C-level briefings keep accounts under control, and a multi-user permission system (RBAC across 11 areas) together with an activity feed, brings structure to team workflows. All values are converted into PLN using NBP exchange rates, regardless of the order currency.

Agent roles are configured individually for each project. The model catalog includes GPT, Gemini, and Claude, with fast and high-precision modes selected separately for each agent.

Milvus serves as the vector database. An automated six-step brand context pipeline, refreshed on a recurring basis, builds and maintains client-specific knowledge. Knowledge base files and the media library are vectorized, while images are automatically captioned by vision models.