Multi-Agent Campaign Orchestration Engine
Deploys a sophisticated multi-agent AI system where 9 specialized agents collaborate through an orchestrated workflow. Each agent handles a specific domain (strategy, creative, analytics, compliance, etc.
Problem Statement
The challenge addressed
Solution Architecture
AI orchestration approach
Multi-Agent Workflow - 9 specialized agents collaborating with chain-of-thought reasoning
Workflow Timeline - Complete campaign generation process execution summary
Market Intelligence Report - Competitive landscape and emerging market trends analysis
Autonomous Decisions - AI-driven campaign optimizations and recommendations
AI Agents
Specialized autonomous agents working in coordination
Maestro - Master Orchestrator Agent
Complex campaign workflows require coordination of multiple specialized agents, task prioritization, conflict resolution, and ensuring quality gates are met. Without orchestration, agent outputs may conflict or miss dependencies.
Core Logic
Acts as the master coordinator managing the entire multi-agent workflow. Handles task decomposition, agent delegation, conflict resolution between competing recommendations, and compiles final deliverables. Uses workflow management tools to track phase progress and ensure all quality gates pass before finalization.
Strategos - Campaign Strategist Agent
Developing effective campaign strategies requires deep market analysis, competitor research, channel planning, and aligning tactics with business objectives. Manual strategy development is slow and may miss market opportunities.
Core Logic
Performs comprehensive market analysis using Market Research API and Historical Performance DB. Formulates multi-phase campaign strategies with channel allocation rationale. Collaborates with analyst agent to incorporate performance predictions into strategy recommendations.
Muse - Creative Generation Agent
Creating multiple creative variations that align with brand guidelines while maximizing engagement is resource-intensive. Manual creative production cannot keep pace with personalization requirements.
Core Logic
Generates ad copy, headlines, and visual assets using LLM-powered generation tools. Creates 6+ creative variations across multiple formats (banner, video, native). Ensures brand guideline compliance and hands off to compliance agent for validation.
Oracle - Performance Analyst Agent
Accurate performance prediction requires analyzing historical data, market trends, and creative effectiveness. Without predictive capabilities, campaigns launch with uncertain ROI expectations.
Core Logic
Builds CTR prediction models using logistic regression trained on 50K+ historical campaigns. Performs brand lift predictions, trend identification, and generates performance forecasts. Ranks creative variations by predicted effectiveness using ML scoring.
Allocator - Budget Optimization Agent
Optimal budget distribution across channels, phases, and segments requires complex optimization considering constraints, diminishing returns, and competitive dynamics. Manual allocation leaves money on the table.
Core Logic
Uses PID controller algorithms for budget pacing optimization and Linear Programming for channel allocation. Runs RTB auction simulations to determine optimal bidding strategies. Generates detailed allocation plans with expected ROI and CPA projections.
Guardian - Compliance & Brand Safety Agent
Ensuring creative content meets brand guidelines and platform policies requires extensive manual review. Policy violations can result in ad rejections and brand reputation damage.
Core Logic
Validates all creative assets against 47+ brand guidelines and platform policies. Performs risk assessment across all artifacts. Uses Brand Compliance Checker and Ad Policy Validator tools to ensure 100% compliance before campaign deployment.
Scout - Market Intelligence Agent
Competitive landscape changes rapidly. Without real-time market intelligence, campaigns may miss opportunities or face unexpected competitive pressure.
Core Logic
Monitors competitor activities using Competitor Activity Tracker and Real-Time Market Scanner. Detects emerging trends with Trend Detection Engine. Identifies market opportunities and threats, providing actionable recommendations for campaign adjustments.
Empath - Sentiment Analysis Agent
Understanding consumer sentiment and brand perception is crucial for effective messaging. Manual social listening cannot process the volume of conversations at scale.
Core Logic
Aggregates social media conversations using Social Listening Hub processing 125K+ mentions. Analyzes sentiment distribution across topics. Provides brand perception insights and recommended messaging angles aligned with positive consumer sentiment.
Foresight - Predictive Modeling Agent
Anticipating campaign performance and identifying risks before launch enables proactive optimization. Without predictive capabilities, issues are discovered only after budget is spent.
Core Logic
Builds time-series forecasts using ARIMA and Prophet models. Generates multiple outcome scenarios with probability distributions. Uses Performance Forecaster, Scenario Modeling Engine, and Risk Assessment Model to provide 3-scenario predictions (conservative, expected, optimistic) with confidence intervals.
Worker Overview
Technical specifications, architecture, and interface preview
System Overview
Technical documentation
Tech Stack
7 technologies
Architecture Diagram
System flow visualization