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App Corp
Full-service software engineering
Engineering your experience…
App Corp
Full-service software engineering
Engineering your experience…
Architect Complex Agent Systems
Multi-agent systems are powerful but complex. This planner helps you design agent topologies, choose coordination patterns, plan communication strategies, and estimate the complexity and cost of your system.
The Multi-Agent System Planner takes your problem domain, agent count, coordination pattern, and communication needs to generate a complete system design with agent roles, communication patterns, orchestration strategy, complexity score, cost estimate, risk assessment, and actionable recommendations.
Configure your requirements below to get a personalized estimate.
Define your problem domain and number of agents.
Choose coordination pattern and shared state approach.
Define failure handling and communication frequency.
Each additional agent increases coordination overhead exponentially.
Hierarchical is simpler to debug. Blackboard and market-based are more flexible but harder to predict.
Frequent inter-agent communication creates latency bottlenecks.
Shared state requires conflict resolution and consistency guarantees.
3 agents: triage, response, escalation with hierarchical coordination
Dev Cost
$60K–$120K
Timeline
10–16 weeks
Monthly
$1K–$3K
5 agents: search, analysis, verification, synthesis, reporting with parallel coordination
Dev Cost
$120K–$250K
Timeline
16–28 weeks
Monthly
$3K–$8K
Multi-agent systems have higher operating costs than single agents.
| Cost Item | Range | Notes |
|---|---|---|
| LLM inference | $500–$10K/month | Multiple agents multiply inference costs |
| Orchestration | $200–$2K/month | State management and coordination |
| Monitoring | $100–$1K/month | Per-agent tracing and alerting |
An App Corp engineer will review your architecture and identify risks before you build.