Automation Playground

Interactive engineering tools, calculators, and AI agents built to audit your tech stack, calculate workflow ROI, and test real-time operational logic.

Labs Architecture & Technical Overview

The tools in our Labs playground are built on self-hosted n8n engine logic, serverless Next.js edge functions, and client-side reactive state machines. Designed with performance and security in mind, these utilities provide instant, actionable insights without operational bloat.

Zero Data Retention

Calculations and audit data remain strictly in memory or client-side context; inputs are never sold or stored permanently.

Deterministic Simulation

Calculators use mathematical models derived from real agency benchmarks to project payback periods and operational cost reductions accurately.

Usage Guidelines for Agency Leaders

1. Audit First: Run the Agency Audit tool to baseline your website speed, security posture, and missing automation hooks before committing capital.

2. Quantify Loss: Use the ROI Calculator with your team's effective hourly rate to pinpoint exact weekly financial leakage caused by manual tasks.

3. Consult AI Agent: Ask Alfaz AI targeted questions regarding n8n node structures, lead routing logic, or Next.js integration architectures to evaluate solutions quickly.

More algorithms in architecture phase. Check back soon.