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Inbound lead → CRM automation

By Freelance web developer & AI integrator

Inbound lead → CRM automation
n8nEnrichissement de donnéesHubSpot API

Problem

Leads scattered across spreadsheets, with the sales team losing all context.

Solution

A single pipeline: normalisation, light scoring, sales task creation and Slack alerts.

Outcome

Lead handling time down 70%, no unassigned lead after 15 working minutes.

Similar projects

Automation & AI: lessons from this kind of project

AI projects here include support agents, CRM enrichment, lead qualification and automated editorial pipelines with human validation. The point isn't to automate at all costs, but to remove repetitive work while keeping traceability and guardrails.

This case details the stack (LLM APIs, n8n orchestration, databases) and the operational outcomes. A useful benchmark if you're assessing an internal automation project.

Written by , freelance web developer & ai integrator.