AgentLogic.net
The AgentLogic Framework
A deep-dive into our multi-variable efficiency modeling.
The 45% Efficiency Constant
While agentic AI can technically handle up to 90% of specific workflows, our baseline audits apply a conservative **45% Efficiency Factor**. This "Real-World Discount" accounts for the human oversight required to review, edit, and verify agent outputs.
Human-in-the-Loop
55% Manual Control & Review
Agentic Efficiency
45% Automated Productivity
Task-by-Industry Matrix
Our backend logic adjusts potential savings based on sector-specific regulatory and technical hurdles.
| Business Function | Finance | Healthcare | Retail |
|---|---|---|---|
| Customer Support | 30% | 15% (HIPAA) | 75% |
| Data Processing | 60% | 40% | 80% |
| Strategy/Legal | 25% | 10% | 30% |
Cognitive vs Physical
Agents excel in digital tasks (coding, research) but offer lower gains in physical dexterity or high-empathy roles.
Error Consequence
High-risk sectors (Defense, Health) are "capped" by auditing requirements, reducing realized efficiency.
Agentic Maturity
There is a gap between Generative AI (writing) and Agentic AI (managing full supply chains).
The Complementarity Factor
Augmentation vs. Replacement
Our model distinguishes between **Low Complementarity** (AI replaces the task entirely, e.g., translation) and **High Complementarity** (AI handles the "boring" 40%, freeing the human for high-value revenue-generating work).
Result: While efficiency gain is modeled at 0.45, revenue per employee often doubles.
The Audit Equation
The core ROI engine utilized by the dashboard follows this rigorous logic:
Savings = (Labor_annual × Factor_eff) - (Cost_AI × 12) - Fee_setup- Conservative ROI: We factor in setup fees to provide real-world break-even points.
- Industry profile solution options are based on "Best-in-Class" generalist platforms (e.g., Klaviyo, Gorgias) to ensure our baseline benchmarks remain consistent.