Skip to content
B2B services firm

From inbox chaos to a routed pipeline in one system

Enquiries arrived by web form, email and chat, and were copied by hand into a spreadsheet and CRM. We designed an intake workflow that classifies, enriches and routes every lead within minutes.

These are representative example engagements, written to show our approach. Companies are anonymised and the measures are the targets we agree up front, not guaranteed results.

The challenge

Our approach

01

Map the real flow

A working session with sales and operations to document how an enquiry actually moves today, including the unofficial steps.

02

Classify and enrich

An LLM reads each enquiry, extracts intent and urgency, and attaches company details from approved sources.

03

Route with a human checkpoint

High-value leads go to a named owner with a drafted reply for one-click approval. Low-confidence cases land in a review queue.

04

Report

A live dashboard shows volume, response time and conversion by source.

What we measure

Median first-response timeFrom hours to under 15 minutes
Manual data entry per leadEliminated for standard enquiries
Leads with no owner after 1 hourZero

Built with

WebhooksLLM classificationCRM APIPostgreSQLSlack alerts

Have a similar problem?

Tell us about it. We will reply within one working day with an honest view on whether it is worth building and what it would take.