Use case — Prospecting & CRM

Prospecting: from targeting to CRM follow-up.

Targeting, qualification, sequences, CRM updates: repetitive work where AI can prepare and accelerate, provided a human keeps the message that commits. The diagnostic says precisely where AI helps—and where it must remain assisted.

Typically for a sales or marketing team of 20 to 300 people.

EXAMPLE · fictional data
prospecting · example
TargetingQualificationSequenceFollow-up

01 — The workflow

The workflow, as it actually happens.

01

Targeting

Build and enrich a list on explicit, verifiable criteria.

02

Qualification

Prioritise accounts by potential and timing.

03

Sequence

Prepare consistent, personalised and traceable messages.

04

CRM follow-up

Keep the CRM current and trigger the right follow-ups.

01

Where AI genuinely helps

On enrichment, prioritisation and preparing message drafts: giving salespeople time back for the high-value conversations. A human approves before anything is sent.

EXAMPLE · fictional data
assistance · example
DraftHuman reviewSend

02

Where humans keep the hand

The message that commits, the negotiation, the strategic account: those exchanges stay human. The diagnostic writes these limits down instead of promising fully automatic prospecting.

EXAMPLE · fictional data
scope · example
Assisted01Supervised02Human03

03

How the diagnostic scores it

Each step is assessed by our proprietary scoring methodology—impact, feasibility, risk and full cost—to produce a verdict per task, challengeable and documented.

EXAMPLE · fictional data
scoring · example

Impact86

Feasibility72

Risk41

Confidential · EN / FR · on request

Start with the verdict.

Show us the work slowing your teams down. We will tell you plainly whether it deserves an AI solution.