Tags: AGENTIC AUTOMATION · B2B SYSTEMS · N8N + GEMINI

One Line: Replacing the 8-hour follow-up window with a 90-second AI qualification and response loop — built entirely on free infrastructure.


What's Inside

This documentation covers the complete SmartForm AI project across 8 structured sections. Navigate using the subpages below.

# Section What It Covers
01 Problem Framing The pain, the user, the gap in the market
02 Solution Overview What the system does and how it's layered
03 Scoring Engine The 6-factor 100-point qualification model
04 Backend Workflow Every n8n node explained with design decisions
05 Live Links & Resources Public URLs and demo access
06 Metrics Framework AARRR, HEART, AI performance, North Star
07 Product Roadmap 3-phase plan from MVP to intelligence layer
08 Process & Decision Log Every architectural decision with reasoning and tradeoffs

Impact at a Glance

90 seconds 287x faster $0/month
Lead to personalised response Than the 8-hour SMB industry average Total infrastructure cost at SMB scale

01 · Problem Framing

02 · Solution Overview

03 · Scoring Engine

04 · Backend Workflow

05 · Live Links & Resources

06 · Metrics Framework

07 · Product Roadmap

08 · Process & Decision Log