Agentic Architecture Lab
Workflow Complexity & ROI Lab
Map your process from Level 1 (trigger-action) to Level 4 (multi-agent swarms). Score reliability, speed, cost, safety, and integration. Calculate Cost Per Inference ROI.
For C-suite and Agentic AI Architects. ~4 min.
Workflow Complexity Level
Cost Per Inference (CPI)
Architecture Score (Weighted)
Reliability (30%)85%
Speed (25%)80%
Cost (20%)75%
Safety (15%)90%
Integration Fit (10%)70%
Composite: 81/100
Manual Cost (Annual)
$840,000
AI Cost (Annual)
$36,000
ROI: 2233% • Save $804,000/yr
Safety & HITL
Level 3 workflows should include Human-in-the-Loop checkpoints for high-risk actions (email send, CRM write, payment). Audit-ready trace logs required for production.
Get Your Workflow Analysis Report
Email your complexity score, CPI breakdown, and the Security Handbook. Share with your CTO or architecture team.
Technical Implementation Spec
Get a professional PDF with skill blueprints, security hardening, and custom authoring roadmap for your Agentic workflow.
Generate Blueprint →Frequently Asked Questions
- What are the 4 levels of agentic workflow complexity?
- Level 1: Trigger-Action (linear, if A then B, no reasoning). Level 2: RAG-Enhanced (retrieval-augmented, search-based answers). Level 3: Agentic (planning/execution loops, independent tool use). Level 4: Multi-Agent (orchestrated swarms, specialist role collaboration).
- What is Cost Per Inference (CPI)?
- CPI is the cost to process one task or decision. For human workflows, it's labor cost per task. For AI, it's API costs (tokens) × tasks. Higher complexity workflows often have lower CPI at scale because AI handles variability without per-task human labor.
- When do I need Human-in-the-Loop (HITL)?
- Level 3+ workflows should include HITL for high-risk actions: email send, CRM write, payment, external API calls. Audit-ready trace logs are required for production. HITL checkpoints prevent costly mistakes and satisfy compliance requirements.