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App Corp
Full-service software engineering
Engineering your experience…
App Corp
Full-service software engineering
Engineering your experience…
Know What You're Building
AI agent projects range from simple chatbots to complex multi-agent systems. This calculator scores your project across six dimensions and provides effort estimates, team size recommendations, and risk factors.
The AI Agent Complexity Calculator scores your project from 0–100 across six dimensions: capability complexity, integration complexity, data complexity, compliance overhead, reliability requirements, and scale requirements. It then provides effort estimates in weeks, recommended team size, and key risk factors.
Configure your requirements below to get a personalized estimate.
Select all that apply
Select the capabilities your agent needs.
Define integrations, data sources, and error tolerance.
Set concurrent user targets and compliance needs.
Code generation and decision-making are significantly more complex than Q&A.
Each external integration adds 2–5 weeks of development and testing.
Real-time data sources require streaming pipelines and error handling.
HIPAA, SOC 2, and GDPR add 20–40% to development time.
Single capability, one integration, no compliance
Dev Cost
$15K–$35K
Timeline
4–6 weeks
Monthly
$100–$500
Code generation + API calling + document analysis with compliance
Dev Cost
$80K–$180K
Timeline
16–26 weeks
Monthly
$2K–$8K
More complex agents have higher operating costs due to more LLM calls and infrastructure.
| Cost Item | Range | Notes |
|---|---|---|
| LLM calls | $100–$5K/month | More capabilities = more inference |
| Infrastructure | $200–$3K/month | Complex agents need more compute |
| Monitoring | $50–$1K/month | More components to observe |
An App Corp engineer will review your project scope and provide a detailed complexity assessment.