Human-Approved Lead Pipeline Tracker by Randy JohnsonHuman-Approved Lead Pipeline Tracker by Randy Johnson

Human-Approved Lead Pipeline Tracker

Randy Johnson

Randy Johnson

Human-Approved Lead Pipeline Tracker

Independent open-source project

Overview

A local-first pipeline tracker for managing qualified leads from early outreach through payment. The project brings lead records, activity, follow-ups, value, and progress into one practical workspace while keeping people in control of consequential actions.

The Problem

Lead management often gets fragmented across notes, inboxes, and spreadsheets. That makes it difficult to see what needs attention, understand deal progress, and maintain a clear record of client activity.
This project explores a structured workflow for tracking the full path from prospect to payment without handing decision-making over to automation.

What I Built

A local-first CRM-style workflow for qualified leads and clients
Lead, activity, value, follow-up, and progress tracking
A clear pipeline from prospecting through payment
Human-approval controls for actions that should remain reviewable

Technical Focus

Built with LangChain, OpenAI, and Relevance AI. The project focuses on practical AI automation, operational visibility, and reviewable workflows.

Live Demo

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Posted Aug 25, 2026

A human-approved, local-first pipeline tracker from prospect to payment.