Architecture••7 min read
Deterministic vs Agentic
Deterministic automation is ideal for repetitive, rule-based tasks. Agentic workflows fit ambiguous tasks requiring adaptive reasoning.
Decision Model
Choose by risk profile, output variability tolerance, and need for explainability.
- Use deterministic workflows for billing, data sync, and compliance-sensitive operations
- Use agentic workflows for research synthesis, content ideation, and complex triage
- Hybrid models often provide best performance
Deployment Advice
Start deterministic where possible, then add bounded agentic capability for high-leverage tasks.
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