Decoupled Agentic Pipelines:
Optimizing Unit Economics for Automated Lead Generation

Abstract

This paper introduces Decoupled Agentic Pipelines, a lightweight software architecture designed to optimize the unit economics of automated lead generation for developers and independent agencies. By decoupling data collection from the pipeline's natural language processing orchestration layers, the system mitigates API rate limits, minimizes token consumption costs, and eliminates hallucinated lead profiles.

Cite This Work

@article{bajimaya2026decoupled,
  author    = {Bajimaya, Rekson},
  title     = {Decoupled Agentic Pipelines: Optimizing Unit Economics for Automated Lead Generation},
  journal   = {Zenodo},
  year      = {2026},
  month     = {May},
  doi       = {10.5281/zenodo.20286954},
  url       = {https://doi.org/10.5281/zenodo.20286954}
}