Keep your customers. Grow your book of business.

Guides and analyses on composite AI for Customer Success and Account Management teams.

FeaturedGuide4 min read

SaaS renewal: what evidence of value should you bring?

Your customer uses the product. What can they defend to their budget owner? A short method for gathering evidence before the renewal conversation.

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Guide

Sales-to-CS handoff: recover what was actually promised

Why the customer bought, what was agreed and what remains unclear: pass on the context without asking the customer to tell the whole story again.

4 min readRead
Guide

SaaS renewal discount: what to check before you respond

A smaller budget, unclear value or an unresolved problem? Recover the account context and the reason for the previous discount before negotiating.

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Guide

What is a composite AI agent for Customer Success?

Definition, how it works, and how it differs from a classic AI copilot. Why the composite approach changes how you read a customer portfolio.

8 min readRead
Comparison

Composite AI vs CRM: why CSMs are switching

Comparison between a traditional CRM and a composite AI platform. What Customer Success and Account Management teams gain by combining both.

7 min readRead
Use case

How composite AI prevents churn in B2B SaaS

The 5 churn signals invisible in a CRM, and how composite AI cross-references them to give teams back the time to act.

7 min readRead
Guide

Meeting Intelligence for CSMs and Account Managers

A brief before the meeting, a recap after, optional live coaching. How to connect your customer meetings to the account diagnostic, while respecting consent.

8 min readRead
Comparison

Meeting transcriber or intelligence tied to the account?

Transcription has become a given. The real difference comes after: tying the meeting to the account, or leaving it as an isolated note.

7 min readRead
Guide

Why your revenue at risk is lying (and how to fix it)

Revenue at risk is only as reliable as the ARR, renewal dates and owners behind it. How to spot the gaps that cost money, priced in euros.

6 min readRead
Use case

How to check that a Customer Success tool really sorts its alerts

I have never seen a vendor publish the distribution of its own severity levels. Here is the protocol for demanding it, and what it gave on my engine.

9 min readRead
Example, AI-generated
cs-alerts
SlackTeams
P
Phano06:45

€85,000 ARR ●

Critical · Health 34/100 · Confidence 91%

→ Escalate to the sponsor

  • • Silent for 28 days on email
  • • Renewal in 22 days, quote not opened
  • • No meeting scheduled in 6 weeks
RelevantNot relevantSee details

◆ Phano · Composite diagnostic

P
Phano07:12

€42,000 ARR ●

High · Health 58/100 · Confidence 84%

→ Schedule a usage review

  • • Adoption declining on 2 key modules

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